Future Experiences

Publications

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- From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
  
  Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
  
  Preprint
- FamilyDittos: Reimagining Intergenerational Interaction through Mimetic Agents
  
  Teerapaun Tanprasert, Jiamin Dai, John Tang, Kori Inkpen, Ed Cutrell, Joanna Mcgrenere
  
  Proceedings of the ACM on Human-Computer Interaction | October 2025, Vol 9: pp. 1-31
  
  DOI
- SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations
  
  Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez
  
  September 2025
  
  Preprint Project Project
- Worker Discretion Advised: Co-designing Risk Disclosure in Crowdsourced Responsible AI (RAI) Content Work
  
  Alice Qian, Ziqi Yang, Ryland Shaw, Jina Suh, Laura Dabbish, Hong Shen
  
  September 2025
  
  Preprint
- Locating Risk: Task Designers and the Challenge of Risk Disclosure in RAI Content Work
  
  Alice Qian, Ryland Shaw, Laura Dabbish, Jina Suh, Hong Shen
  
  September 2025
  
  Preprint
- Affective Air Quality Dataset: Personal Chemical Emissions from Emotional Videos
  
  Jas Brooks, Javier Hernandez, Mary Czerwinski, Judith Amores
  
  September 2025
  
  Preprint Github Project
- From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
  
  Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh
  
  Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency | June 2025
  
  DOI Publication Publication Project Project
- When Testing AI Tests Us: Safeguarding Mental Health on the Digital Frontlines
  
  Sachin R. Pendse, Darren Gergle, Rachel Kornfield, Jonah Meyerhoff, David Mohr, Jina Suh, Annie Wescott, Casey Williams, Jessica Schleider
  
  June 2025
  
  DOI Publication Publication
- “I use video calling in all areas of my life”: Understanding the Video Calling Experiences of Chronically Ill People
  
  Humphrey Curtis, Erin Beneteau, Ed Cutrell, Denae Ford, Sasa Junuzovic, Ann Paradiso, John Tang, Martez Mott
  
  CHI 2025 | May 2025
  
  PDF
- Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
  
  Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
  
  CHI 2025 | April 2025
  
  Publication Video Access
- SCOPE: Examining Technology-Enhanced Collaborative Care Management of Depression in the Cancer Setting
  
  Anant Mittal, Ravi Karkar, Jina Suh, Spencer Williams, Lydia M. Andris, Nicole Bates, Amy M. Bauer, Ty W. Lostutter, Jesse R. Fann, James Fogarty, Gary Hsieh, Tae Jones, Yihao Zheng
  
  Proceedings of the ACM on Human-Computer Interaction | April 2025, Vol 9: pp. 1-33
  
  DOI Publication Publication
- Longitudinal Study on Social and Emotional Use of AI Conversational Agent
  
  Mohit Chandra, Javier Hernandez, Gonzalo Ramos, Mahsa Ershadi, Ananya Bhattacharjee, Judith Amores, Ebele Okoli, Ann Paradiso, Shahed Warreth, Jina Suh
  
  April 2025
  
  Publication Project
- IRL Dittos: Embodied Multimodal AI Agent Interactions in Open Spaces
  
  Seonghee Lee, Denae Ford, John Tang, Sasa Junuzovic, Asta Roseway, Ed Cutrell, Kori Inkpen
  
  April 2025
  
  PDF Project
- Effective Automation to Support the Human Infrastructure in AI Red Teaming
  
  Alice Qian Zhang, Jina Suh, Mary L. Gray, Hong Shen
  
  Interactions | March 2025, Vol 32: pp. 58-61
  
  DOI Publication Publication
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Published by Microsoft
  
  Publication Project Project
- Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
  
  Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  IEEE Transactions on Software Engineering | November 2024, Vol 51(2): pp. 344-354
  
  Publication
- Hybridge: Bridging Spatiality for Inclusive and Equitable Hybrid Meetings
  
  Payod Panda, Lev Tankelevitch, Becky Spittle, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, Sean Rintel
  
  CSCW 2024 | November 2024
  
  PDF DOI Project Project
- Generative AI Going Awry: Enabling Designers to Proactively Avoid It in CSCW Applications
  
  Jed R. Brubaker, Casey Fiesler, Michael Madaio, John Tang, Richmond Y. Wong
  
  Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing | November 2024
  
  DOI Publication Publication
- Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents
  
  Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez
  
  November 2024
  
  Publication Project
- Dittos: Personalized, Embodied Agents That Participate in Meetings When You Are Unavailable
  
  Joanne Leong, John Tang, Ed Cutrell, Sasa Junuzovic, Gregory Paul Baribault, Kori Inkpen
  
  2024 Conference on Computer Supported Cooperative Work | October 2024
  
  PDF Project
- SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending
  
  Nels Numan, Shwetha Rajaram, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AI
  
  Shwetha Rajaram, Nels Numan, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- Social Conjuring: Multi-User Runtime Collaboration with AI in Building Virtual 3D Worlds
  
  Amina Kobenova, C. DeVeaux, Samyak Parajuli, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  September 2024
  
  Preprint Project
- AImagery: A Multisensory Approach to Anxiety Reduction with AI, Olfactory Stimuli, and Biofeedback-Enhanced Guided Imagery
  
  Judith Amores, Javier Hernandez
  
  2024 Affective Computing and Intelligent Interaction | September 2024
  
  Publication Project
- Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
  
  Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
  
  JMIR mental health | September 2024, Vol 11: pp. e48974
  
  DOI Publication Preprint
- “I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
  
  Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
  
  ACM Transactions on Interactive Intelligent Systems | August 2024
  
  DOI Publication
- GEMS: Generative Expert Metric System through Iterative Prompt Priming
  
  Ti-Chung Cheng, Carmen Badea, Christian Bird, Tom Zimmermann, Robert DeLine , Nicole Forsgren, Denae Ford
  
  MSR-TR-2024-31 | August 2024
  
  Published by Microsoft
  
  PDF
- Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI
  
  Srishti Palani, Gonzalo Ramos
  
  Creativity and Cognition | June 2024
  
  Publication Project
- Opportunities and risks of large language models in psychiatry
  
  Nick Obradovich, S. Khalsa, Waqas U. Khan, Jina Suh, Roy H. Perlis, Olusola A Ajilore, Martin P. Paulus
  
  NPP—Digital Psychiatry and Neuroscience | May 2024
  
  DOI
- SharedNeRF: Leveraging Photorealistic and View-dependent Rendering for Real-time and Remote Collaboration
  
  Mose Sakashita, Bala Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  CHI 2024 | May 2024
  
  Honorable Mention, CHI 2024
  
  Publication
- Big or Small, It’s All in Your Head: Visuo-Haptic Illusion of Size-Change Using Finger-Repositioning
  
  Myung Jin Kim, Eyal Ofek, Michel Pahud, Mike Sinclair, Andrea Bianchi
  
  CHI 2024 | May 2024
  
  Honorable Mention, CHI 2024
  
  PDF Video
- How Do Analysts Understand and Verify AI-Assisted Data Analyses?
  
  Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
  
  CHI 2024 | May 2024
  
  Publication
- Opportunistic Nudges for Task Migration Between Personal Devices
  
  Nikhita Joshi, Richard Li, Jiannan Li, Leonardo Pavanatto, Michel Pahud, Jatin Sharma, Bongshin Lee, Hugo Romat, William Buxton, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche
  
  Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems (CHI EA ’24) | May 2024
  
  DOI Project Project
- Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
  
  Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Faia Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
  
  Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
  
  PDF DOI Video Project
- Rethinking technology innovation for mental health: framework for multi-sectoral collaboration
  
  Jina Suh, Sachin R. Pendse, Robert Lewis, Esther Howe, Koustuv Saha, Ebele Okoli, Judith Amores, Gonzalo Ramos, Jenny Shen, Judith Borghouts, Ashish Sharma, Paola Pedrelli, Liz Friedman, Charmain Jackman, Yusra Benhalim, Desmond C. Ong, Sameer Segal, Tim Althoff, Mary Czerwinski
  
  Nature Mental Health | May 2024
  
  DOI PDF
- AURA: Amplifying Understanding, Resilience, and Awareness for Responsible AI Content Work
  
  Alice Qian Zhang, Judith Amores, Hong Shen, Mary Czerwinski, Mary L. Gray, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | May 2024, Vol 9: pp. 1-45
  
  DOI Publication Publication
- Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System
  
  Becky Spittle, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, Sean Rintel
  
  CHI EA 2024 | May 2024
  
  PDF DOI Project Project
- DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers
  
  Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi Iqbal, Jina Suh
  
  ACM CHI Conference on Human Factors in Computing Systems | May 2024
  
  PDF
- Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire
  
  Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024, Vol 8(CSCW1): pp. 1-35
  
  Publication
- Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Towards Inclusive Futures for Worker Wellbeing
  
  Sachin R. Pendse, Talie Massachi, Jalehsadat Mahdavimoghaddam, Jenna Butler, Jina Suh, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided
  
  Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Large Language Models Produce Responses Perceived to be Empathic
  
  Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- SIGMA: An Open-Source Interactive System for Mixed-Reality Task Assistance Research – Extended Abstract
  
  Dan Bohus, Sean Andrist, Nick Saw, Ann Paradiso, Ishani Chakraborty, Mahdi Rad
  
  2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) | March 2024, pp. 889-890
  
  DOI Publication Publication Project
- Interaction-Shaping Robotics: Robots that Influence Interactions between Other Agents
  
  Sarah Gillet, Marynel Vázquez, Sean Andrist, Iolanda Leite, S. Sebo
  
  ACM Transactions on Human-Robot Interaction | February 2024
  
  Publication
- Youth WellTech: A Global Remote Co-Design Sprint for Youth Mental Health Technology
  
  Kenji Phang, Siddharth Saarathi Pradhan, Chino Ikwuegbu, Gonzalo Ramos, Denae Ford, Ebele Okoli, Salman Muin Kayser Chishti, Jina Suh
  
  January 2024
  
  Preprint
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
  Publication Project Project
- Real-time Animation Generation and Control on Rigged Models via Large Language Models
  
  Han Huang, Fernanda De La Torre, Cathy Mengying Fang, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  NeurIPS 2023 | December 2023
  
  Spotlight Paper
  
  Publication Project
- Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
  
  Cecily Morrison, Rita Faia Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
  
  ASSETS 2023 | October 2023
  
  PDF DOI Author's Version Project
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  Publication Project
- Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for Research
  
  Sean Andrist, Dan Bohus, Zongjian Li, Mohammad Soleymani
  
  October 2023
  
  DOI Project
- Can GPT-4 Replicate Empirical Software Engineering Research?
  
  Jenny Liang, Carmen Badea, Christian Bird, Robert DeLine, Denae Ford, Nicole Forsgren, Tom Zimmermann
  
  October 2023
  
  Preprint
- Perspectives: Creating Inclusive and Equitable Hybrid Meeting Experiences
  
  John Tang, Kori Inkpen, Sasa Junuzovic, Keri Mallari, Andrew D. Wilson, Sean Rintel, Shiraz Cupala, Tony Carbary, Abigail Sellen, Bill Buxton
  
  CSCW 2023 | October 2023
  
  PDF DOI Project Project Project Project
- Reality Distortion Room: A Study of User Locomotion Responses to Spatial Augmented Reality Effects
  
  You-Jin Kim, Andrew D. Wilson, Jennifer Jacobs, Tobias Hollerer
  
  International Symposium on Mixed and Augmented Reality (ISMAR) | October 2023
  
  PDF
- HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World
  
  Xin Wang, Taein Kwon, Mahdi Rad, Bowen Pan, Ishani Chakraborty, Sean Andrist, Dan Bohus, Ashley Feniello, Felipe Vieira Frujeri, Neel Joshi, Marc Pollefeys
  
  ICCV 2023 | September 2023
  
  Publication Access
- LLMR: Real-time Prompting of Interactive Worlds using Large Language Models
  
  Fernanda De La Torre, Cathy Mengying Fang, Han Huang, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  CHI 2024 | September 2023
  
  Honorable Mention, CHI 2024
  
  DOI Publication Publication Publication Project
- Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology
  
  Daway Chou-Ren, Mike Winters, Javier Hernandez, Daniel McDuff, Jina Suh, Vanessa Rodriguez, Gonzalo Ramos, Mary Czerwinski
  
  International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2023
  
  Publication
- Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
  
  Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
  
  ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
  
  PDF Project
- Beyond Audio: Towards a Design Space of Headphones as a Site for Interaction and Sensing
  
  Payod Panda, Molly Jane Nicholas, David Nguyen, Eyal Ofek, Michel Pahud, Sean Rintel, Mar Gonzalez Franco, Ken Hinckley, Jaron Lanier
  
  DIS’23: ACM Designing Interactive Systems Conference 2023 | July 2023
  
  Best Paper Award
  
  PDF DOI Project Project Project Project
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Project
- Hear We Are: Spatial Audio Benefits Perceptions of Turn-Taking and Social Presence in Video Meetings
  
  Kate Nowak, Lev Tankelevitch, John Tang, Sean Rintel
  
  CHIWORK 2023 | June 2023
  
  Honorable Mention
  
  PDF DOI Project Project Project
- Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help?
  
  Zhi Chen, Sarah Tan, Urszula Chajewska, Cynthia Rudin , Rich Caruana
  
  Conference on Health, Inference, and Learning (CHIL) 2023 | June 2023
  
  Publication
- FoundWright: A System to Help People Re-find Pages from Their Web-history
  
  Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
  
  May 2023
  
  Publication
- Investigating and Designing for Trust in AI-powered Code Generation Tools
  
  Ruotong Wang, Ruijia Cheng, Denae Ford, Tom Zimmermann
  
  FAccT 2024 | May 2023
  
  DOI Publication Publication PDF
- Accessibility Barriers, Conflicts, and Repairs: Understanding the Experience of Professionals with Disabilities in Hybrid Meetings
  
  Rahaf Alharbi, John Tang, Karl Henderson
  
  CHI 2023 | May 2023
  
  PDF Project
- Make Your Tools Sparkle with Trust: The PICSE Framework for Trust in Software Tools
  
  Brittany Johnson, Christian Bird, Denae Ford, Nicole Forsgren, Tom Zimmermann
  
  ICSE SEIP | May 2023
  
  PDF
- Olfactory Wearables for Targeted Memory Reactivation
  
  Judith Amores, Nirmita Mehra, Bjoern Rasch, Pattie Maes
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing | April 2023
  
  Publication
- Workplace Rhythm Variability and Emotional Distress in Information Workers
  
  Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski
  
  Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023
  
  Publication Project
- AdHocProx: Sensing Mobile, Ad-Hoc Collaborative Device Formations using Dual Ultra-Wideband Radios
  
  Richard Li, Teddy Seyed, Nicolai Marquardt, Eyal Ofek, Steve Hodges, Mike Sinclair, Hugo Romat, Michel Pahud, Jatin Sharma, William A. S. Buxton, Ken Hinckley, Nathalie Henry Riche
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- Chart Reader: Accessible Visualization Experiences Designed with Screen Reader Users
  
  John Thompson, Jesse Martinez, Alper Sarikaya, Ed Cutrell, Bongshin Lee
  
  CHI ’23: Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2023
  
  Publication Publication Project
- Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time
  
  Molly Jane Nicholas, Nicolai Marquardt, Michel Pahud, Nathalie Henry Riche, Hugo Romat, Christopher Collins, David Ledo, Rohan Kadekodi, Badrish Chandramouli, Ken Hinckley
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- Embodying Physics-Aware Avatars in Virtual Reality
  
  Yujie Tao, Cheng Yao Wang, Andrew D. Wilson, Eyal Ofek, Mar Gonzalez Franco
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  DOI Publication
- Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
  
  Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication Project
- Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
  
  CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Finalist – Best Interactivity Demo
  
  DOI Project
- Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  CHI | April 2023
  
  Publication Project
- Spatialized Audio and Hybrid Video Conferencing: Where Should Voices be Positioned for People in the Room and Remote Headset Users?
  
  Jeremy Hyrkas, Andrew D. Wilson, John Tang, Hannes Gamper, Hong Sodoma, Lev Tankelevitch, Kori Inkpen, Shreya Chappidi, Brennan Jones
  
  CHI 2023 | April 2023
  
  PDF DOI Project
- Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
  
  Matthew Jörke, Yasaman Sefidgar, Talie Massachi, Jina Suh, Gonzalo Ramos
  
  IUI 2023 | March 2023
  
  Publication
- Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders
  
  Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Liao, Alexandra Olteanu, J. Suh, Koustuv Saha, Alexandra Olteanu, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | March 2023, Vol 7: pp. 1-33
  
  DOI Publication PDF
- Symbiotic Society with Avatars (SSA): Beyond Space and Time
  
  Hooman Hedayati, S. Seo, T. Kanda, Daniel J. Rea, Sean Andrist, Y. Nakano, H. Ishiguro
  
  Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction | March 2023
  
  DOI Publication
- Exploring Levels of Control for a Navigation Assistant for Blind Travelers
  
  Vinitha Ranganeni, Mike Sinclair, Eyal Ofek, Amos Miller, Jon Campbell, Andrey Kolobov, Ed Cutrell
  
  HRI 2023 | March 2023
  
  Publication
- On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
  
  Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2023
  
  Publication Project
- GAM Coach: Towards Interactive and User-Centered Algorithmic Recourse
  
  Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau
  
  2023 ACM CHI Conference on Human Factors in Computing Systems (CHI 2023) | February 2023
  
  PDF Project
- Taking Flight with Copilot: Early insights and opportunities of AI-powered pair-programming tools
  
  Christian Bird, Denae Ford, Tom Zimmermann, Nicole Forsgren, Eirini Kalliamvakou, Travis Lowdermilk, Idan Gazit
  
  ACM Queue | January 2023
  
  DOI PDF
- Enhanced efficiency in visually guided online motor control for actions directed towards the body midline
  
  A. Maseli, Eyal Ofek, B. Cohn, Ken Hinckley, Mar Gonzalez-Franco
  
  Philosophical Transactions of the Royal Society B | December 2022, Vol 378(1869)
  
  Appears as part of the Discussion meeting issue ‘New approaches to 3D vision’ organized and edited by Paul Linton, Michael Morgan, Jenny Read, Dhanraj Vishwanath, Sarah Creem-Regehr and Fulvio Domini
  
  Publication DOI
- “It would work for me too”: How Online Communities Shape Software Developers’ Trust in AI-Powered Code Generation Tools
  
  Ruijia Cheng, Ruotong Wang, Tom Zimmermann, Denae Ford
  
  December 2022
  
  Preprint
- SCAMPS: Synthetics for Camera Measurement of Physiological Signals
  
  Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
  
  Thirty-sixth Conference on Neural Information Processing Systems | November 2022
  
  Publication
- Disparate Impacts on Online Information Access during the COVID-19 Pandemic
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  Nature Communications | November 2022, Vol 13
  
  Publication Project
- Continual Learning about Objects in the Wild: An Interactive Approach
  
  Dan Bohus, Sean Andrist, Ashley Feniello, Nick Saw, Eric Horvitz
  
  International Conference on Multimodal Interaction | November 2022
  
  Publication
- Periodic motion-based visual stimulus
  
  Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou
  
  MSR-TR-2022-37 | November 2022
  
  Published by Microsoft
  
  US-20220365599-A1
  
  Publication Project
- Understanding Skills for OSS Communities on GitHub
  
  Jenny T. Liang, Tom Zimmermann, Denae Ford
  
  ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | November 2022
  
  Publication Project Project
- Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
  
  Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
  
  Publication Project Project
- DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
  
  Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
- The Aleph & Other Metaphors for Image Generation
  
  Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo
  
  NeurIPS 2022 Workshop on Human-Centered AI | October 2022
  
  Publication
- Program-L: Online Help Seeking Behaviors by Blind and Low Vision Programmers
  
  Jazette Johnson, Andrew Begel, Richard Ladner, Denae Ford
  
  IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | September 2022
  
  Publication Project
- ReBOC: Recommending Bespoke Open Source Software Projects to Contributors
  
  Denae Ford, Nischal Shrestha, Tom Zimmermann
  
  IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | September 2022
  
  Publication Project Project
- Quantifying the Effects of Working in VR for One Week
  
  Verena Biener, Snehanjali Kalamkar, Negar Nouri, Eyal Ofek, Michel Pahud, John J. Dudley, Jinghui Hu, Per Ola Kristensson, Maheshya Weerasinghe, Klen Čopič Pucihar, Matjaž Kljun, Stephan Streuber, Jens Grubert
  
  IEEE Transactions on Visualization and Computer Graphics | August 2022, pp. 1-11
  
  Also published in ISMAR 2022
  
  Publication
- Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values
  
  Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana
  
  KDD 2022 | July 2022
  
  Publication Project
- AllTogether: Effect of Avatars in Mixed-Modality Conferencing Environments
  
  Payod Panda, Molly Jane Nicholas, Mar Gonzalez Franco, Kori Inkpen, Eyal Ofek, Ross Cutler, Ken Hinckley, Jaron Lanier
  
  CHIWORK 2022 | June 2022
  
  DOI PDF Project Project
- Making Space for Social Time: Supporting Conversational Transitions Before, During, and After Video Meetings
  
  Carlos Gonzalez Diaz, John Tang, Advait Sarkar, Sean Rintel
  
  CHIWORK 2022 | June 2022
  
  PDF DOI Project Project Project Project
- ”I need to respond to this” – Contributions to group creativity in remote meetings with distractions
  
  Alberta A. Ansah, Yilun Xing, A. Kamaraj, Diana Tosca, L. Boyle, Shamsi Iqbal, Andrew L. Kun, John D. Lee, Michel Pahud, Orit Shaer
  
  2022 Symposium on Human-Computer Interaction for Work | June 2022, pp. 1-12
  
  Honorable Mention
  
  DOI Publication
- What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
  
  Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
  
  ACM TOCHI | June 2022
  
  Publication
- Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging
  
  Riccardo Fogliato, Shreya Chappidi, Matthew Lungren, Michael Fitzke, Mark Parkinson, Diane Wilson, Paul Fisher, Eric Horvitz, Kori Inkpen, Besmira Nushi
  
  FAccT 2022 | May 2022
  
  Publication
- Interactive Mixed-Dimensional Media for Cross-Dimensional Collaboration in Mixed Reality Environments
  
  Balasaravanan Thoravi Kumaravel, Björn Hartmann
  
  Frontiers in Virtual Reality | May 2022, Vol 3(May 2022)
  
  Publication Publication
- Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities
  
  Madeleine Daepp, Alex Cabral, Vaishnavi Ranganathan, Vikram Iyer, Scott Counts, Paul Johns, Asta Roseway, Charlie Catlett, Gavin Jancke, Darren Gehring, Chuck Needham, Curtis von Veh, Tracy Tran, Lex Story, Gabriele D’Amone, Bichlien Nguyen
  
  2022 International Conference on Information Processing in Sensor Networks (IPSN) | May 2022
  
  PDF Publication Project
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Attracting and Retaining OSS contributors with a Maintainer Dashboard
  
  Mariam Guizani, Tom Zimmermann, Anita Sarma, Denae Ford
  
  ICSE 2022 | May 2022
  
  Publication Video Project Project
- Strategies for Reuse and Sharing among Data Scientists in Software Teams
  
  Will Epperson, April Wang, Robert DeLIne, Steven Drucker
  
  ICSE 2022 | May 2022
  
  Preprint
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford
  
  ICSE 2022 | May 2022
  
  Publication Video Project Project
- Understanding How People with Limited Mobility Use Multi-Modal Input
  
  Johann David Wentzel, Sasa Junuzovic, James Devine, John Porter, Martez Mott
  
  ACM CHI Conference on Human Factors in Computing Systems (CHI2022) | April 2022
  
  Publication Project
- Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows
  
  Ye Yuan, Nathalie Henry Riche, Nicolai Marquardt, Molly Jane Nicholas, Teddy Seyed, Hugo Romat, Bongshin Lee, Michel Pahud, Jonathan Goldstein, Rojin Vishkaie, Christian Holz, Ken Hinckley
  
  CHI 2022 | April 2022
  
  Publication Project Project
- DreamStream: Immersive and Interactive Spectating in VR
  
  Balasaravanan Thoravi Kumaravel, Andrew D. Wilson
  
  CHI ’22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems | April 2022
  
  DOI DOI
- WebTransceiVR: Asymmetrical Communication Between Multiple VR and Non-VR Users Online
  
  Haohua Lyu, Cyrus Vachha, Qianyi Chen, Avery Liou, Balasaravanan Thoravi Kumaravel, Björn Hartmann
  
  Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems | April 2022
  
  DOI Publication
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
  Publication PDF Project Project
- Differentially Private Estimation of Heterogeneous Causal Effects
  
  Fengshi Niu, Harsha Nori, Brian Quistorff, Rich Caruana, Donald Ngwe, Aadharsh Kannan
  
  CLeaR 2022 | April 2022
  
  PDF
- Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App
  
  Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller
  
  CHI 2022 | April 2022
  
  Publication Video Project
- Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis
  
  April Yi Wang, Will Epperson, Robert DeLIne, Steven Drucker
  
  CHI 2022 | April 2022
  
  Publication
- Node-GAM: Neural Generalized Additive Model For Interpretable Deep Learning
  
  Chun-Hao Chang, Rich Caruana, Anna Goldenberg
  
  ICLR 2022 | April 2022
  
  Publication
- SpinOcchio: Understanding Haptic-Visual Congruency of Skin-Slip in VR with a Dynamic Grip Controller
  
  Myung Jin Kim, Neung Ryu, Wooje Chang, Michel Pahud, Mike Sinclair, Andrea Bianchi
  
  CHI 2022 | April 2022
  
  Publication Project
- Style Blink: Exploring Digital Inking of Structured Information via Handcrafted Styling as a First-Class Object
  
  Hugo Romat, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche
  
  CHI 2022 | April 2022
  
  Publication
- Developing Mixed Reality Applications with Platform for Situated Intelligence
  
  Sean Andrist, Dan Bohus, Ashley Feniello, Nick Saw
  
  2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) | February 2022, pp. 48-50
  
  DOI Publication
- Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
  
  Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  February 2022
  
  Publication Project
- Investigations of Performance and Bias in Human-AI Teamwork in Hiring
  
  Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar
  
  AAAI 2022 | February 2022
  
  Publication Access
- Two-In-One: A Design Space for Mapping Unimanual Input into Bimanual Interactions in VR for Users with Limited Movement
  
  Momona Yamagami, Sasa Junuzovic, Mar Gonzalez Franco, Eyal Ofek, Ed Cutrell, John Porter, Andrew D. Wilson, Martez Mott
  
  January 2022
  
  Publication

- From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
  
  Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
  
  Preprint
- FamilyDittos: Reimagining Intergenerational Interaction through Mimetic Agents
  
  Teerapaun Tanprasert, Jiamin Dai, John Tang, Kori Inkpen, Ed Cutrell, Joanna Mcgrenere
  
  Proceedings of the ACM on Human-Computer Interaction | October 2025, Vol 9: pp. 1-31
  
  DOI
- SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations
  
  Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez
  
  September 2025
  
  Preprint Project Project
- Worker Discretion Advised: Co-designing Risk Disclosure in Crowdsourced Responsible AI (RAI) Content Work
  
  Alice Qian, Ziqi Yang, Ryland Shaw, Jina Suh, Laura Dabbish, Hong Shen
  
  September 2025
  
  Preprint
- Locating Risk: Task Designers and the Challenge of Risk Disclosure in RAI Content Work
  
  Alice Qian, Ryland Shaw, Laura Dabbish, Jina Suh, Hong Shen
  
  September 2025
  
  Preprint
- Affective Air Quality Dataset: Personal Chemical Emissions from Emotional Videos
  
  Jas Brooks, Javier Hernandez, Mary Czerwinski, Judith Amores
  
  September 2025
  
  Preprint Github Project
- When Testing AI Tests Us: Safeguarding Mental Health on the Digital Frontlines
  
  Sachin R. Pendse, Darren Gergle, Rachel Kornfield, Jonah Meyerhoff, David Mohr, Jina Suh, Annie Wescott, Casey Williams, Jessica Schleider
  
  June 2025
  
  DOI Publication Publication
- From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
  
  Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh
  
  Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency | June 2025
  
  DOI Publication Publication Project Project
- “I use video calling in all areas of my life”: Understanding the Video Calling Experiences of Chronically Ill People
  
  Humphrey Curtis, Erin Beneteau, Ed Cutrell, Denae Ford, Sasa Junuzovic, Ann Paradiso, John Tang, Martez Mott
  
  CHI 2025 | May 2025
  
  PDF
- SCOPE: Examining Technology-Enhanced Collaborative Care Management of Depression in the Cancer Setting
  
  Anant Mittal, Ravi Karkar, Jina Suh, Spencer Williams, Lydia M. Andris, Nicole Bates, Amy M. Bauer, Ty W. Lostutter, Jesse R. Fann, James Fogarty, Gary Hsieh, Tae Jones, Yihao Zheng
  
  Proceedings of the ACM on Human-Computer Interaction | April 2025, Vol 9: pp. 1-33
  
  DOI Publication Publication
- Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
  
  Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
  
  CHI 2025 | April 2025
  
  Publication Video Access
- Longitudinal Study on Social and Emotional Use of AI Conversational Agent
  
  Mohit Chandra, Javier Hernandez, Gonzalo Ramos, Mahsa Ershadi, Ananya Bhattacharjee, Judith Amores, Ebele Okoli, Ann Paradiso, Shahed Warreth, Jina Suh
  
  April 2025
  
  Publication Project
- IRL Dittos: Embodied Multimodal AI Agent Interactions in Open Spaces
  
  Seonghee Lee, Denae Ford, John Tang, Sasa Junuzovic, Asta Roseway, Ed Cutrell, Kori Inkpen
  
  April 2025
  
  PDF Project
- Effective Automation to Support the Human Infrastructure in AI Red Teaming
  
  Alice Qian Zhang, Jina Suh, Mary L. Gray, Hong Shen
  
  Interactions | March 2025, Vol 32: pp. 58-61
  
  DOI Publication Publication
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Published by Microsoft
  
  Publication Project Project
- Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
  
  Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  IEEE Transactions on Software Engineering | November 2024, Vol 51(2): pp. 344-354
  
  Publication
- Hybridge: Bridging Spatiality for Inclusive and Equitable Hybrid Meetings
  
  Payod Panda, Lev Tankelevitch, Becky Spittle, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, Sean Rintel
  
  CSCW 2024 | November 2024
  
  PDF DOI Project Project
- Generative AI Going Awry: Enabling Designers to Proactively Avoid It in CSCW Applications
  
  Jed R. Brubaker, Casey Fiesler, Michael Madaio, John Tang, Richmond Y. Wong
  
  Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing | November 2024
  
  DOI Publication Publication
- Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents
  
  Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez
  
  November 2024
  
  Publication Project
- Dittos: Personalized, Embodied Agents That Participate in Meetings When You Are Unavailable
  
  Joanne Leong, John Tang, Ed Cutrell, Sasa Junuzovic, Gregory Paul Baribault, Kori Inkpen
  
  2024 Conference on Computer Supported Cooperative Work | October 2024
  
  PDF Project
- SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending
  
  Nels Numan, Shwetha Rajaram, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AI
  
  Shwetha Rajaram, Nels Numan, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- Social Conjuring: Multi-User Runtime Collaboration with AI in Building Virtual 3D Worlds
  
  Amina Kobenova, C. DeVeaux, Samyak Parajuli, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  September 2024
  
  Preprint Project
- AImagery: A Multisensory Approach to Anxiety Reduction with AI, Olfactory Stimuli, and Biofeedback-Enhanced Guided Imagery
  
  Judith Amores, Javier Hernandez
  
  2024 Affective Computing and Intelligent Interaction | September 2024
  
  Publication Project
- Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
  
  Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
  
  JMIR mental health | September 2024, Vol 11: pp. e48974
  
  DOI Publication Preprint
- “I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
  
  Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
  
  ACM Transactions on Interactive Intelligent Systems | August 2024
  
  DOI Publication
- Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI
  
  Srishti Palani, Gonzalo Ramos
  
  Creativity and Cognition | June 2024
  
  Publication Project
- Opportunities and risks of large language models in psychiatry
  
  Nick Obradovich, S. Khalsa, Waqas U. Khan, Jina Suh, Roy H. Perlis, Olusola A Ajilore, Martin P. Paulus
  
  NPP—Digital Psychiatry and Neuroscience | May 2024
  
  DOI
- SharedNeRF: Leveraging Photorealistic and View-dependent Rendering for Real-time and Remote Collaboration
  
  Mose Sakashita, Bala Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  CHI 2024 | May 2024
  
  Honorable Mention, CHI 2024
  
  Publication
- Big or Small, It’s All in Your Head: Visuo-Haptic Illusion of Size-Change Using Finger-Repositioning
  
  Myung Jin Kim, Eyal Ofek, Michel Pahud, Mike Sinclair, Andrea Bianchi
  
  CHI 2024 | May 2024
  
  Honorable Mention, CHI 2024
  
  PDF Video
- Opportunistic Nudges for Task Migration Between Personal Devices
  
  Nikhita Joshi, Richard Li, Jiannan Li, Leonardo Pavanatto, Michel Pahud, Jatin Sharma, Bongshin Lee, Hugo Romat, William Buxton, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche
  
  Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems (CHI EA ’24) | May 2024
  
  DOI Project Project
- How Do Analysts Understand and Verify AI-Assisted Data Analyses?
  
  Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
  
  CHI 2024 | May 2024
  
  Publication
- Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
  
  Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Faia Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
  
  Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
  
  PDF DOI Video Project
- Rethinking technology innovation for mental health: framework for multi-sectoral collaboration
  
  Jina Suh, Sachin R. Pendse, Robert Lewis, Esther Howe, Koustuv Saha, Ebele Okoli, Judith Amores, Gonzalo Ramos, Jenny Shen, Judith Borghouts, Ashish Sharma, Paola Pedrelli, Liz Friedman, Charmain Jackman, Yusra Benhalim, Desmond C. Ong, Sameer Segal, Tim Althoff, Mary Czerwinski
  
  Nature Mental Health | May 2024
  
  DOI PDF
- AURA: Amplifying Understanding, Resilience, and Awareness for Responsible AI Content Work
  
  Alice Qian Zhang, Judith Amores, Hong Shen, Mary Czerwinski, Mary L. Gray, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | May 2024, Vol 9: pp. 1-45
  
  DOI Publication Publication
- Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System
  
  Becky Spittle, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, Sean Rintel
  
  CHI EA 2024 | May 2024
  
  PDF DOI Project Project
- DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers
  
  Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi Iqbal, Jina Suh
  
  ACM CHI Conference on Human Factors in Computing Systems | May 2024
  
  PDF
- Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire
  
  Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024, Vol 8(CSCW1): pp. 1-35
  
  Publication
- Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Towards Inclusive Futures for Worker Wellbeing
  
  Sachin R. Pendse, Talie Massachi, Jalehsadat Mahdavimoghaddam, Jenna Butler, Jina Suh, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided
  
  Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Large Language Models Produce Responses Perceived to be Empathic
  
  Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Youth WellTech: A Global Remote Co-Design Sprint for Youth Mental Health Technology
  
  Kenji Phang, Siddharth Saarathi Pradhan, Chino Ikwuegbu, Gonzalo Ramos, Denae Ford, Ebele Okoli, Salman Muin Kayser Chishti, Jina Suh
  
  January 2024
  
  Preprint
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
  Publication Project Project
- Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
  
  Cecily Morrison, Rita Faia Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
  
  ASSETS 2023 | October 2023
  
  PDF DOI Author's Version Project
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  Publication Project
- Perspectives: Creating Inclusive and Equitable Hybrid Meeting Experiences
  
  John Tang, Kori Inkpen, Sasa Junuzovic, Keri Mallari, Andrew D. Wilson, Sean Rintel, Shiraz Cupala, Tony Carbary, Abigail Sellen, Bill Buxton
  
  CSCW 2023 | October 2023
  
  PDF DOI Project Project Project Project
- LLMR: Real-time Prompting of Interactive Worlds using Large Language Models
  
  Fernanda De La Torre, Cathy Mengying Fang, Han Huang, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  CHI 2024 | September 2023
  
  Honorable Mention, CHI 2024
  
  DOI Publication Publication Publication Project
- Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology
  
  Daway Chou-Ren, Mike Winters, Javier Hernandez, Daniel McDuff, Jina Suh, Vanessa Rodriguez, Gonzalo Ramos, Mary Czerwinski
  
  International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2023
  
  Publication
- Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
  
  Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
  
  ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
  
  PDF Project
- Beyond Audio: Towards a Design Space of Headphones as a Site for Interaction and Sensing
  
  Payod Panda, Molly Jane Nicholas, David Nguyen, Eyal Ofek, Michel Pahud, Sean Rintel, Mar Gonzalez Franco, Ken Hinckley, Jaron Lanier
  
  DIS’23: ACM Designing Interactive Systems Conference 2023 | July 2023
  
  Best Paper Award
  
  PDF DOI Project Project Project Project
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Project
- Hear We Are: Spatial Audio Benefits Perceptions of Turn-Taking and Social Presence in Video Meetings
  
  Kate Nowak, Lev Tankelevitch, John Tang, Sean Rintel
  
  CHIWORK 2023 | June 2023
  
  Honorable Mention
  
  PDF DOI Project Project Project
- FoundWright: A System to Help People Re-find Pages from Their Web-history
  
  Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
  
  May 2023
  
  Publication
- Accessibility Barriers, Conflicts, and Repairs: Understanding the Experience of Professionals with Disabilities in Hybrid Meetings
  
  Rahaf Alharbi, John Tang, Karl Henderson
  
  CHI 2023 | May 2023
  
  PDF Project
- Make Your Tools Sparkle with Trust: The PICSE Framework for Trust in Software Tools
  
  Brittany Johnson, Christian Bird, Denae Ford, Nicole Forsgren, Tom Zimmermann
  
  ICSE SEIP | May 2023
  
  PDF
- Olfactory Wearables for Targeted Memory Reactivation
  
  Judith Amores, Nirmita Mehra, Bjoern Rasch, Pattie Maes
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing | April 2023
  
  Publication
- Workplace Rhythm Variability and Emotional Distress in Information Workers
  
  Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski
  
  Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023
  
  Publication Project
- Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time
  
  Molly Jane Nicholas, Nicolai Marquardt, Michel Pahud, Nathalie Henry Riche, Hugo Romat, Christopher Collins, David Ledo, Rohan Kadekodi, Badrish Chandramouli, Ken Hinckley
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- AdHocProx: Sensing Mobile, Ad-Hoc Collaborative Device Formations using Dual Ultra-Wideband Radios
  
  Richard Li, Teddy Seyed, Nicolai Marquardt, Eyal Ofek, Steve Hodges, Mike Sinclair, Hugo Romat, Michel Pahud, Jatin Sharma, William A. S. Buxton, Ken Hinckley, Nathalie Henry Riche
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- Chart Reader: Accessible Visualization Experiences Designed with Screen Reader Users
  
  John Thompson, Jesse Martinez, Alper Sarikaya, Ed Cutrell, Bongshin Lee
  
  CHI ’23: Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2023
  
  Publication Publication Project
- Embodying Physics-Aware Avatars in Virtual Reality
  
  Yujie Tao, Cheng Yao Wang, Andrew D. Wilson, Eyal Ofek, Mar Gonzalez Franco
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  DOI Publication
- Spatialized Audio and Hybrid Video Conferencing: Where Should Voices be Positioned for People in the Room and Remote Headset Users?
  
  Jeremy Hyrkas, Andrew D. Wilson, John Tang, Hannes Gamper, Hong Sodoma, Lev Tankelevitch, Kori Inkpen, Shreya Chappidi, Brennan Jones
  
  CHI 2023 | April 2023
  
  PDF DOI Project
- Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
  
  CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Finalist – Best Interactivity Demo
  
  DOI Project
- Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  CHI | April 2023
  
  Publication Project
- Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
  
  Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication Project
- Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
  
  Matthew Jörke, Yasaman Sefidgar, Talie Massachi, Jina Suh, Gonzalo Ramos
  
  IUI 2023 | March 2023
  
  Publication
- Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders
  
  Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Liao, Alexandra Olteanu, J. Suh, Koustuv Saha, Alexandra Olteanu, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | March 2023, Vol 7: pp. 1-33
  
  DOI Publication PDF
- On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
  
  Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2023
  
  Publication Project
- GAM Coach: Towards Interactive and User-Centered Algorithmic Recourse
  
  Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau
  
  2023 ACM CHI Conference on Human Factors in Computing Systems (CHI 2023) | February 2023
  
  PDF Project
- Taking Flight with Copilot: Early insights and opportunities of AI-powered pair-programming tools
  
  Christian Bird, Denae Ford, Tom Zimmermann, Nicole Forsgren, Eirini Kalliamvakou, Travis Lowdermilk, Idan Gazit
  
  ACM Queue | January 2023
  
  DOI PDF
- Enhanced efficiency in visually guided online motor control for actions directed towards the body midline
  
  A. Maseli, Eyal Ofek, B. Cohn, Ken Hinckley, Mar Gonzalez-Franco
  
  Philosophical Transactions of the Royal Society B | December 2022, Vol 378(1869)
  
  Appears as part of the Discussion meeting issue ‘New approaches to 3D vision’ organized and edited by Paul Linton, Michael Morgan, Jenny Read, Dhanraj Vishwanath, Sarah Creem-Regehr and Fulvio Domini
  
  Publication DOI
- “It would work for me too”: How Online Communities Shape Software Developers’ Trust in AI-Powered Code Generation Tools
  
  Ruijia Cheng, Ruotong Wang, Tom Zimmermann, Denae Ford
  
  December 2022
  
  Preprint
- Continual Learning about Objects in the Wild: An Interactive Approach
  
  Dan Bohus, Sean Andrist, Ashley Feniello, Nick Saw, Eric Horvitz
  
  International Conference on Multimodal Interaction | November 2022
  
  Publication
- Periodic motion-based visual stimulus
  
  Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou
  
  MSR-TR-2022-37 | November 2022
  
  Published by Microsoft
  
  US-20220365599-A1
  
  Publication Project
- Understanding Skills for OSS Communities on GitHub
  
  Jenny T. Liang, Tom Zimmermann, Denae Ford
  
  ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | November 2022
  
  Publication Project Project
- The Aleph & Other Metaphors for Image Generation
  
  Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo
  
  NeurIPS 2022 Workshop on Human-Centered AI | October 2022
  
  Publication
- Program-L: Online Help Seeking Behaviors by Blind and Low Vision Programmers
  
  Jazette Johnson, Andrew Begel, Richard Ladner, Denae Ford
  
  IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | September 2022
  
  Publication Project
- ReBOC: Recommending Bespoke Open Source Software Projects to Contributors
  
  Denae Ford, Nischal Shrestha, Tom Zimmermann
  
  IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | September 2022
  
  Publication Project Project
- Quantifying the Effects of Working in VR for One Week
  
  Verena Biener, Snehanjali Kalamkar, Negar Nouri, Eyal Ofek, Michel Pahud, John J. Dudley, Jinghui Hu, Per Ola Kristensson, Maheshya Weerasinghe, Klen Čopič Pucihar, Matjaž Kljun, Stephan Streuber, Jens Grubert
  
  IEEE Transactions on Visualization and Computer Graphics | August 2022, pp. 1-11
  
  Also published in ISMAR 2022
  
  Publication
- AllTogether: Effect of Avatars in Mixed-Modality Conferencing Environments
  
  Payod Panda, Molly Jane Nicholas, Mar Gonzalez Franco, Kori Inkpen, Eyal Ofek, Ross Cutler, Ken Hinckley, Jaron Lanier
  
  CHIWORK 2022 | June 2022
  
  DOI PDF Project Project
- Making Space for Social Time: Supporting Conversational Transitions Before, During, and After Video Meetings
  
  Carlos Gonzalez Diaz, John Tang, Advait Sarkar, Sean Rintel
  
  CHIWORK 2022 | June 2022
  
  PDF DOI Project Project Project Project
- ”I need to respond to this” – Contributions to group creativity in remote meetings with distractions
  
  Alberta A. Ansah, Yilun Xing, A. Kamaraj, Diana Tosca, L. Boyle, Shamsi Iqbal, Andrew L. Kun, John D. Lee, Michel Pahud, Orit Shaer
  
  2022 Symposium on Human-Computer Interaction for Work | June 2022, pp. 1-12
  
  Honorable Mention
  
  DOI Publication
- What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
  
  Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
  
  ACM TOCHI | June 2022
  
  Publication
- Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging
  
  Riccardo Fogliato, Shreya Chappidi, Matthew Lungren, Michael Fitzke, Mark Parkinson, Diane Wilson, Paul Fisher, Eric Horvitz, Kori Inkpen, Besmira Nushi
  
  FAccT 2022 | May 2022
  
  Publication
- Interactive Mixed-Dimensional Media for Cross-Dimensional Collaboration in Mixed Reality Environments
  
  Balasaravanan Thoravi Kumaravel, Björn Hartmann
  
  Frontiers in Virtual Reality | May 2022, Vol 3(May 2022)
  
  Publication Publication
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Attracting and Retaining OSS contributors with a Maintainer Dashboard
  
  Mariam Guizani, Tom Zimmermann, Anita Sarma, Denae Ford
  
  ICSE 2022 | May 2022
  
  Publication Video Project Project
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford
  
  ICSE 2022 | May 2022
  
  Publication Video Project Project
- Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows
  
  Ye Yuan, Nathalie Henry Riche, Nicolai Marquardt, Molly Jane Nicholas, Teddy Seyed, Hugo Romat, Bongshin Lee, Michel Pahud, Jonathan Goldstein, Rojin Vishkaie, Christian Holz, Ken Hinckley
  
  CHI 2022 | April 2022
  
  Publication Project Project
- Understanding How People with Limited Mobility Use Multi-Modal Input
  
  Johann David Wentzel, Sasa Junuzovic, James Devine, John Porter, Martez Mott
  
  ACM CHI Conference on Human Factors in Computing Systems (CHI2022) | April 2022
  
  Publication Project
- WebTransceiVR: Asymmetrical Communication Between Multiple VR and Non-VR Users Online
  
  Haohua Lyu, Cyrus Vachha, Qianyi Chen, Avery Liou, Balasaravanan Thoravi Kumaravel, Björn Hartmann
  
  Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems | April 2022
  
  DOI Publication
- DreamStream: Immersive and Interactive Spectating in VR
  
  Balasaravanan Thoravi Kumaravel, Andrew D. Wilson
  
  CHI ’22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems | April 2022
  
  DOI DOI
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
  Publication PDF Project Project
- SpinOcchio: Understanding Haptic-Visual Congruency of Skin-Slip in VR with a Dynamic Grip Controller
  
  Myung Jin Kim, Neung Ryu, Wooje Chang, Michel Pahud, Mike Sinclair, Andrea Bianchi
  
  CHI 2022 | April 2022
  
  Publication Project
- Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis
  
  April Yi Wang, Will Epperson, Robert DeLIne, Steven Drucker
  
  CHI 2022 | April 2022
  
  Publication
- Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App
  
  Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller
  
  CHI 2022 | April 2022
  
  Publication Video Project
- Style Blink: Exploring Digital Inking of Structured Information via Handcrafted Styling as a First-Class Object
  
  Hugo Romat, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche
  
  CHI 2022 | April 2022
  
  Publication
- Investigations of Performance and Bias in Human-AI Teamwork in Hiring
  
  Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar
  
  AAAI 2022 | February 2022
  
  Publication Access
- Two-In-One: A Design Space for Mapping Unimanual Input into Bimanual Interactions in VR for Users with Limited Movement
  
  Momona Yamagami, Sasa Junuzovic, Mar Gonzalez Franco, Eyal Ofek, Ed Cutrell, John Porter, Andrew D. Wilson, Martez Mott
  
  January 2022
  
  Publication
- From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
  
  Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
  
  Preprint
- SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations
  
  Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez
  
  September 2025
  
  Preprint Project Project
- When Testing AI Tests Us: Safeguarding Mental Health on the Digital Frontlines
  
  Sachin R. Pendse, Darren Gergle, Rachel Kornfield, Jonah Meyerhoff, David Mohr, Jina Suh, Annie Wescott, Casey Williams, Jessica Schleider
  
  June 2025
  
  DOI Publication Publication
- “I use video calling in all areas of my life”: Understanding the Video Calling Experiences of Chronically Ill People
  
  Humphrey Curtis, Erin Beneteau, Ed Cutrell, Denae Ford, Sasa Junuzovic, Ann Paradiso, John Tang, Martez Mott
  
  CHI 2025 | May 2025
  
  PDF
- Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
  
  Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
  
  CHI 2025 | April 2025
  
  Publication Video Access
- Longitudinal Study on Social and Emotional Use of AI Conversational Agent
  
  Mohit Chandra, Javier Hernandez, Gonzalo Ramos, Mahsa Ershadi, Ananya Bhattacharjee, Judith Amores, Ebele Okoli, Ann Paradiso, Shahed Warreth, Jina Suh
  
  April 2025
  
  Publication Project
- IRL Dittos: Embodied Multimodal AI Agent Interactions in Open Spaces
  
  Seonghee Lee, Denae Ford, John Tang, Sasa Junuzovic, Asta Roseway, Ed Cutrell, Kori Inkpen
  
  April 2025
  
  PDF Project
- Effective Automation to Support the Human Infrastructure in AI Red Teaming
  
  Alice Qian Zhang, Jina Suh, Mary L. Gray, Hong Shen
  
  Interactions | March 2025, Vol 32: pp. 58-61
  
  DOI Publication Publication
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Published by Microsoft
  
  Publication Project Project
- Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents
  
  Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez
  
  November 2024
  
  Publication Project
- SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending
  
  Nels Numan, Shwetha Rajaram, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AI
  
  Shwetha Rajaram, Nels Numan, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- Social Conjuring: Multi-User Runtime Collaboration with AI in Building Virtual 3D Worlds
  
  Amina Kobenova, C. DeVeaux, Samyak Parajuli, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  September 2024
  
  Preprint Project
- “I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
  
  Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
  
  ACM Transactions on Interactive Intelligent Systems | August 2024
  
  DOI Publication
- GEMS: Generative Expert Metric System through Iterative Prompt Priming
  
  Ti-Chung Cheng, Carmen Badea, Christian Bird, Tom Zimmermann, Robert DeLine , Nicole Forsgren, Denae Ford
  
  MSR-TR-2024-31 | August 2024
  
  Published by Microsoft
  
  PDF
- Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI
  
  Srishti Palani, Gonzalo Ramos
  
  Creativity and Cognition | June 2024
  
  Publication Project
- Opportunities and risks of large language models in psychiatry
  
  Nick Obradovich, S. Khalsa, Waqas U. Khan, Jina Suh, Roy H. Perlis, Olusola A Ajilore, Martin P. Paulus
  
  NPP—Digital Psychiatry and Neuroscience | May 2024
  
  DOI
- SharedNeRF: Leveraging Photorealistic and View-dependent Rendering for Real-time and Remote Collaboration
  
  Mose Sakashita, Bala Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  CHI 2024 | May 2024
  
  Honorable Mention, CHI 2024
  
  Publication
- Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
  
  Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Faia Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
  
  Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
  
  PDF DOI Video Project
- AURA: Amplifying Understanding, Resilience, and Awareness for Responsible AI Content Work
  
  Alice Qian Zhang, Judith Amores, Hong Shen, Mary Czerwinski, Mary L. Gray, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | May 2024, Vol 9: pp. 1-45
  
  DOI Publication Publication
- Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided
  
  Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Large Language Models Produce Responses Perceived to be Empathic
  
  Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- SIGMA: An Open-Source Interactive System for Mixed-Reality Task Assistance Research – Extended Abstract
  
  Dan Bohus, Sean Andrist, Nick Saw, Ann Paradiso, Ishani Chakraborty, Mahdi Rad
  
  2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) | March 2024, pp. 889-890
  
  DOI Publication Publication Project
- Interaction-Shaping Robotics: Robots that Influence Interactions between Other Agents
  
  Sarah Gillet, Marynel Vázquez, Sean Andrist, Iolanda Leite, S. Sebo
  
  ACM Transactions on Human-Robot Interaction | February 2024
  
  Publication
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
  Publication Project Project
- Real-time Animation Generation and Control on Rigged Models via Large Language Models
  
  Han Huang, Fernanda De La Torre, Cathy Mengying Fang, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  NeurIPS 2023 | December 2023
  
  Spotlight Paper
  
  Publication Project
- Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
  
  Cecily Morrison, Rita Faia Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
  
  ASSETS 2023 | October 2023
  
  PDF DOI Author's Version Project
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  Publication Project
- Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for Research
  
  Sean Andrist, Dan Bohus, Zongjian Li, Mohammad Soleymani
  
  October 2023
  
  DOI Project
- Can GPT-4 Replicate Empirical Software Engineering Research?
  
  Jenny Liang, Carmen Badea, Christian Bird, Robert DeLine, Denae Ford, Nicole Forsgren, Tom Zimmermann
  
  October 2023
  
  Preprint
- HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World
  
  Xin Wang, Taein Kwon, Mahdi Rad, Bowen Pan, Ishani Chakraborty, Sean Andrist, Dan Bohus, Ashley Feniello, Felipe Vieira Frujeri, Neel Joshi, Marc Pollefeys
  
  ICCV 2023 | September 2023
  
  Publication Access
- LLMR: Real-time Prompting of Interactive Worlds using Large Language Models
  
  Fernanda De La Torre, Cathy Mengying Fang, Han Huang, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  CHI 2024 | September 2023
  
  Honorable Mention, CHI 2024
  
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- Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
  
  Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
  
  ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
  
  PDF Project
- Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help?
  
  Zhi Chen, Sarah Tan, Urszula Chajewska, Cynthia Rudin , Rich Caruana
  
  Conference on Health, Inference, and Learning (CHIL) 2023 | June 2023
  
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- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
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- FoundWright: A System to Help People Re-find Pages from Their Web-history
  
  Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
  
  May 2023
  
  Publication
- Investigating and Designing for Trust in AI-powered Code Generation Tools
  
  Ruotong Wang, Ruijia Cheng, Denae Ford, Tom Zimmermann
  
  FAccT 2024 | May 2023
  
  DOI Publication Publication PDF
- Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
  
  Matthew Jörke, Yasaman Sefidgar, Talie Massachi, Jina Suh, Gonzalo Ramos
  
  IUI 2023 | March 2023
  
  Publication
- Symbiotic Society with Avatars (SSA): Beyond Space and Time
  
  Hooman Hedayati, S. Seo, T. Kanda, Daniel J. Rea, Sean Andrist, Y. Nakano, H. Ishiguro
  
  Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction | March 2023
  
  DOI Publication
- Exploring Levels of Control for a Navigation Assistant for Blind Travelers
  
  Vinitha Ranganeni, Mike Sinclair, Eyal Ofek, Amos Miller, Jon Campbell, Andrey Kolobov, Ed Cutrell
  
  HRI 2023 | March 2023
  
  Publication
- GAM Coach: Towards Interactive and User-Centered Algorithmic Recourse
  
  Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau
  
  2023 ACM CHI Conference on Human Factors in Computing Systems (CHI 2023) | February 2023
  
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- SCAMPS: Synthetics for Camera Measurement of Physiological Signals
  
  Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
  
  Thirty-sixth Conference on Neural Information Processing Systems | November 2022
  
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- Continual Learning about Objects in the Wild: An Interactive Approach
  
  Dan Bohus, Sean Andrist, Ashley Feniello, Nick Saw, Eric Horvitz
  
  International Conference on Multimodal Interaction | November 2022
  
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- Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
  
  Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
  
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- The Aleph & Other Metaphors for Image Generation
  
  Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo
  
  NeurIPS 2022 Workshop on Human-Centered AI | October 2022
  
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- Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values
  
  Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana
  
  KDD 2022 | July 2022
  
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- What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
  
  Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
  
  ACM TOCHI | June 2022
  
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- Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging
  
  Riccardo Fogliato, Shreya Chappidi, Matthew Lungren, Michael Fitzke, Mark Parkinson, Diane Wilson, Paul Fisher, Eric Horvitz, Kori Inkpen, Besmira Nushi
  
  FAccT 2022 | May 2022
  
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- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
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- Differentially Private Estimation of Heterogeneous Causal Effects
  
  Fengshi Niu, Harsha Nori, Brian Quistorff, Rich Caruana, Donald Ngwe, Aadharsh Kannan
  
  CLeaR 2022 | April 2022
  
  PDF
- Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App
  
  Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller
  
  CHI 2022 | April 2022
  
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- Node-GAM: Neural Generalized Additive Model For Interpretable Deep Learning
  
  Chun-Hao Chang, Rich Caruana, Anna Goldenberg
  
  ICLR 2022 | April 2022
  
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- Developing Mixed Reality Applications with Platform for Situated Intelligence
  
  Sean Andrist, Dan Bohus, Ashley Feniello, Nick Saw
  
  2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) | February 2022, pp. 48-50
  
  DOI Publication
- Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
  
  Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  February 2022
  
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- Investigations of Performance and Bias in Human-AI Teamwork in Hiring
  
  Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar
  
  AAAI 2022 | February 2022
  
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- “I use video calling in all areas of my life”: Understanding the Video Calling Experiences of Chronically Ill People
  
  Humphrey Curtis, Erin Beneteau, Ed Cutrell, Denae Ford, Sasa Junuzovic, Ann Paradiso, John Tang, Martez Mott
  
  CHI 2025 | May 2025
  
  PDF
- SCOPE: Examining Technology-Enhanced Collaborative Care Management of Depression in the Cancer Setting
  
  Anant Mittal, Ravi Karkar, Jina Suh, Spencer Williams, Lydia M. Andris, Nicole Bates, Amy M. Bauer, Ty W. Lostutter, Jesse R. Fann, James Fogarty, Gary Hsieh, Tae Jones, Yihao Zheng
  
  Proceedings of the ACM on Human-Computer Interaction | April 2025, Vol 9: pp. 1-33
  
  DOI Publication Publication
- Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help?
  
  Zhi Chen, Sarah Tan, Urszula Chajewska, Cynthia Rudin , Rich Caruana
  
  Conference on Health, Inference, and Learning (CHIL) 2023 | June 2023
  
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- Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
  
  Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  IEEE Transactions on Software Engineering | November 2024, Vol 51(2): pp. 344-354
  
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- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Published by Microsoft
  
  Publication Project Project
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
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- Chart Reader: Accessible Visualization Experiences Designed with Screen Reader Users
  
  John Thompson, Jesse Martinez, Alper Sarikaya, Ed Cutrell, Bongshin Lee
  
  CHI ’23: Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2023
  
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- What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
  
  Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
  
  ACM TOCHI | June 2022
  
  Publication
- Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities
  
  Madeleine Daepp, Alex Cabral, Vaishnavi Ranganathan, Vikram Iyer, Scott Counts, Paul Johns, Asta Roseway, Charlie Catlett, Gavin Jancke, Darren Gehring, Chuck Needham, Curtis von Veh, Tracy Tran, Lex Story, Gabriele D’Amone, Bichlien Nguyen
  
  2022 International Conference on Information Processing in Sensor Networks (IPSN) | May 2022
  
  PDF Publication Project
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Published by Microsoft
  
  Publication Project Project
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
  Publication Project Project
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Differentially Private Estimation of Heterogeneous Causal Effects
  
  Fengshi Niu, Harsha Nori, Brian Quistorff, Rich Caruana, Donald Ngwe, Aadharsh Kannan
  
  CLeaR 2022 | April 2022
  
  PDF
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Published by Microsoft
  
  Publication Project Project
- GEMS: Generative Expert Metric System through Iterative Prompt Priming
  
  Ti-Chung Cheng, Carmen Badea, Christian Bird, Tom Zimmermann, Robert DeLine , Nicole Forsgren, Denae Ford
  
  MSR-TR-2024-31 | August 2024
  
  Published by Microsoft
  
  PDF
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
  Publication Project Project
- Can GPT-4 Replicate Empirical Software Engineering Research?
  
  Jenny Liang, Carmen Badea, Christian Bird, Robert DeLine, Denae Ford, Nicole Forsgren, Tom Zimmermann
  
  October 2023
  
  Preprint
- Make Your Tools Sparkle with Trust: The PICSE Framework for Trust in Software Tools
  
  Brittany Johnson, Christian Bird, Denae Ford, Nicole Forsgren, Tom Zimmermann
  
  ICSE SEIP | May 2023
  
  PDF
- Taking Flight with Copilot: Early insights and opportunities of AI-powered pair-programming tools
  
  Christian Bird, Denae Ford, Tom Zimmermann, Nicole Forsgren, Eirini Kalliamvakou, Travis Lowdermilk, Idan Gazit
  
  ACM Queue | January 2023
  
  DOI PDF
- “It would work for me too”: How Online Communities Shape Software Developers’ Trust in AI-Powered Code Generation Tools
  
  Ruijia Cheng, Ruotong Wang, Tom Zimmermann, Denae Ford
  
  December 2022
  
  Preprint
- Understanding Skills for OSS Communities on GitHub
  
  Jenny T. Liang, Tom Zimmermann, Denae Ford
  
  ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | November 2022
  
  Publication Project Project
- Program-L: Online Help Seeking Behaviors by Blind and Low Vision Programmers
  
  Jazette Johnson, Andrew Begel, Richard Ladner, Denae Ford
  
  IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | September 2022
  
  Publication Project
- ReBOC: Recommending Bespoke Open Source Software Projects to Contributors
  
  Denae Ford, Nischal Shrestha, Tom Zimmermann
  
  IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | September 2022
  
  Publication Project Project
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Attracting and Retaining OSS contributors with a Maintainer Dashboard
  
  Mariam Guizani, Tom Zimmermann, Anita Sarma, Denae Ford
  
  ICSE 2022 | May 2022
  
  Publication Video Project Project
- Strategies for Reuse and Sharing among Data Scientists in Software Teams
  
  Will Epperson, April Wang, Robert DeLIne, Steven Drucker
  
  ICSE 2022 | May 2022
  
  Preprint
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford
  
  ICSE 2022 | May 2022
  
  Publication Video Project Project
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Published by Microsoft
  
  Publication Project Project
- Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System
  
  Becky Spittle, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, Sean Rintel
  
  CHI EA 2024 | May 2024
  
  PDF DOI Project Project
- DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers
  
  Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi Iqbal, Jina Suh
  
  ACM CHI Conference on Human Factors in Computing Systems | May 2024
  
  PDF
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
  Publication Project Project
- Perspectives: Creating Inclusive and Equitable Hybrid Meeting Experiences
  
  John Tang, Kori Inkpen, Sasa Junuzovic, Keri Mallari, Andrew D. Wilson, Sean Rintel, Shiraz Cupala, Tony Carbary, Abigail Sellen, Bill Buxton
  
  CSCW 2023 | October 2023
  
  PDF DOI Project Project Project Project
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Project
- Hear We Are: Spatial Audio Benefits Perceptions of Turn-Taking and Social Presence in Video Meetings
  
  Kate Nowak, Lev Tankelevitch, John Tang, Sean Rintel
  
  CHIWORK 2023 | June 2023
  
  Honorable Mention
  
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- Spatialized Audio and Hybrid Video Conferencing: Where Should Voices be Positioned for People in the Room and Remote Headset Users?
  
  Jeremy Hyrkas, Andrew D. Wilson, John Tang, Hannes Gamper, Hong Sodoma, Lev Tankelevitch, Kori Inkpen, Shreya Chappidi, Brennan Jones
  
  CHI 2023 | April 2023
  
  PDF DOI Project
- AllTogether: Effect of Avatars in Mixed-Modality Conferencing Environments
  
  Payod Panda, Molly Jane Nicholas, Mar Gonzalez Franco, Kori Inkpen, Eyal Ofek, Ross Cutler, Ken Hinckley, Jaron Lanier
  
  CHIWORK 2022 | June 2022
  
  DOI PDF Project Project
- Making Space for Social Time: Supporting Conversational Transitions Before, During, and After Video Meetings
  
  Carlos Gonzalez Diaz, John Tang, Advait Sarkar, Sean Rintel
  
  CHIWORK 2022 | June 2022
  
  PDF DOI Project Project Project Project
- Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging
  
  Riccardo Fogliato, Shreya Chappidi, Matthew Lungren, Michael Fitzke, Mark Parkinson, Diane Wilson, Paul Fisher, Eric Horvitz, Kori Inkpen, Besmira Nushi
  
  FAccT 2022 | May 2022
  
  Publication
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
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- SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending
  
  Nels Numan, Shwetha Rajaram, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AI
  
  Shwetha Rajaram, Nels Numan, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- Reality Distortion Room: A Study of User Locomotion Responses to Spatial Augmented Reality Effects
  
  You-Jin Kim, Andrew D. Wilson, Jennifer Jacobs, Tobias Hollerer
  
  International Symposium on Mixed and Augmented Reality (ISMAR) | October 2023
  
  PDF
- Embodying Physics-Aware Avatars in Virtual Reality
  
  Yujie Tao, Cheng Yao Wang, Andrew D. Wilson, Eyal Ofek, Mar Gonzalez Franco
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  DOI Publication
- DreamStream: Immersive and Interactive Spectating in VR
  
  Balasaravanan Thoravi Kumaravel, Andrew D. Wilson
  
  CHI ’22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems | April 2022
  
  DOI DOI
- Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
  
  Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Faia Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
  
  Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
  
  PDF DOI Video Project
- SIGMA: An Open-Source Interactive System for Mixed-Reality Task Assistance Research – Extended Abstract
  
  Dan Bohus, Sean Andrist, Nick Saw, Ann Paradiso, Ishani Chakraborty, Mahdi Rad
  
  2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) | March 2024, pp. 889-890
  
  DOI Publication Publication Project
- Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
  
  Cecily Morrison, Rita Faia Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
  
  ASSETS 2023 | October 2023
  
  PDF DOI Author's Version Project
- HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World
  
  Xin Wang, Taein Kwon, Mahdi Rad, Bowen Pan, Ishani Chakraborty, Sean Andrist, Dan Bohus, Ashley Feniello, Felipe Vieira Frujeri, Neel Joshi, Marc Pollefeys
  
  ICCV 2023 | September 2023
  
  Publication Access
- SCAMPS: Synthetics for Camera Measurement of Physiological Signals
  
  Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
  
  Thirty-sixth Conference on Neural Information Processing Systems | November 2022
  
  Publication
- DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
  
  Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
  Publication Project Project
- Disparate Impacts on Online Information Access during the COVID-19 Pandemic
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  Nature Communications | November 2022, Vol 13
  
  Publication Project
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Real-time Animation Generation and Control on Rigged Models via Large Language Models
  
  Han Huang, Fernanda De La Torre, Cathy Mengying Fang, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  NeurIPS 2023 | December 2023
  
  Spotlight Paper
  
  Publication Project
- Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
  
  CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Finalist – Best Interactivity Demo
  
  DOI Project
- Periodic motion-based visual stimulus
  
  Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou
  
  MSR-TR-2022-37 | November 2022
  
  Published by Microsoft
  
  US-20220365599-A1
  
  Publication Project
- On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
  
  Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2023
  
  Publication Project
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities
  
  Madeleine Daepp, Alex Cabral, Vaishnavi Ranganathan, Vikram Iyer, Scott Counts, Paul Johns, Asta Roseway, Charlie Catlett, Gavin Jancke, Darren Gehring, Chuck Needham, Curtis von Veh, Tracy Tran, Lex Story, Gabriele D’Amone, Bichlien Nguyen
  
  2022 International Conference on Information Processing in Sensor Networks (IPSN) | May 2022
  
  PDF Publication Project
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Differentially Private Estimation of Heterogeneous Causal Effects
  
  Fengshi Niu, Harsha Nori, Brian Quistorff, Rich Caruana, Donald Ngwe, Aadharsh Kannan
  
  CLeaR 2022 | April 2022
  
  PDF
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project

- FamilyDittos: Reimagining Intergenerational Interaction through Mimetic Agents
  
  Teerapaun Tanprasert, Jiamin Dai, John Tang, Kori Inkpen, Ed Cutrell, Joanna Mcgrenere
  
  Proceedings of the ACM on Human-Computer Interaction | October 2025, Vol 9: pp. 1-31
  
  DOI
- From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents
  
  Mohit Chandra, Suchismita Naik, Denae Ford, Ebele Okoli, Munmun De Choudhury, Mahsa Ershadi, Gonzalo Ramos, Javier Hernandez, Ananya Bhattacharjee, Shahed Warreth, Jina Suh
  
  Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency | June 2025
  
  DOI Publication Publication Project Project
- SCOPE: Examining Technology-Enhanced Collaborative Care Management of Depression in the Cancer Setting
  
  Anant Mittal, Ravi Karkar, Jina Suh, Spencer Williams, Lydia M. Andris, Nicole Bates, Amy M. Bauer, Ty W. Lostutter, Jesse R. Fann, James Fogarty, Gary Hsieh, Tae Jones, Yihao Zheng
  
  Proceedings of the ACM on Human-Computer Interaction | April 2025, Vol 9: pp. 1-33
  
  DOI Publication Publication
- IRL Dittos: Embodied Multimodal AI Agent Interactions in Open Spaces
  
  Seonghee Lee, Denae Ford, John Tang, Sasa Junuzovic, Asta Roseway, Ed Cutrell, Kori Inkpen
  
  April 2025
  
  PDF Project
- Effective Automation to Support the Human Infrastructure in AI Red Teaming
  
  Alice Qian Zhang, Jina Suh, Mary L. Gray, Hong Shen
  
  Interactions | March 2025, Vol 32: pp. 58-61
  
  DOI Publication Publication
- Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work
  
  Javier Hernandez, Vedant Das Swain, Jina Suh, Daniel McDuff, Judith Amores, Gonzalo Ramos, Kael Rowan, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  IEEE Transactions on Software Engineering | November 2024, Vol 51(2): pp. 344-354
  
  Publication
- Generative AI Going Awry: Enabling Designers to Proactively Avoid It in CSCW Applications
  
  Jed R. Brubaker, Casey Fiesler, Michael Madaio, John Tang, Richmond Y. Wong
  
  Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing | November 2024
  
  DOI Publication Publication
- Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.
  
  Jina Suh, Esther Howe, Robert Lewis, Javier Hernandez, Koustuv Saha, Tim Althoff, Mary Czerwinski
  
  JMIR mental health | September 2024, Vol 11: pp. e48974
  
  DOI Publication Preprint
- “I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming
  
  Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
  
  ACM Transactions on Interactive Intelligent Systems | August 2024
  
  DOI Publication
- Opportunities and risks of large language models in psychiatry
  
  Nick Obradovich, S. Khalsa, Waqas U. Khan, Jina Suh, Roy H. Perlis, Olusola A Ajilore, Martin P. Paulus
  
  NPP—Digital Psychiatry and Neuroscience | May 2024
  
  DOI
- Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
  
  Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Faia Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
  
  Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
  
  PDF DOI Video Project
- Rethinking technology innovation for mental health: framework for multi-sectoral collaboration
  
  Jina Suh, Sachin R. Pendse, Robert Lewis, Esther Howe, Koustuv Saha, Ebele Okoli, Judith Amores, Gonzalo Ramos, Jenny Shen, Judith Borghouts, Ashish Sharma, Paola Pedrelli, Liz Friedman, Charmain Jackman, Yusra Benhalim, Desmond C. Ong, Sameer Segal, Tim Althoff, Mary Czerwinski
  
  Nature Mental Health | May 2024
  
  DOI PDF
- AURA: Amplifying Understanding, Resilience, and Awareness for Responsible AI Content Work
  
  Alice Qian Zhang, Judith Amores, Hong Shen, Mary Czerwinski, Mary L. Gray, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | May 2024, Vol 9: pp. 1-45
  
  DOI Publication Publication
- Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire
  
  Subigya Nepal, Javier Hernandez, Robert Lewis, Ahad Chaudhry, Brian Houck, Eric Knudsen, Raul Rojas, Ben Tankus, Hemma Prafullchandra, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024, Vol 8(CSCW1): pp. 1-35
  
  Publication
- Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- Towards Inclusive Futures for Worker Wellbeing
  
  Sachin R. Pendse, Talie Massachi, Jalehsadat Mahdavimoghaddam, Jenna Butler, Jina Suh, Mary Czerwinski
  
  Proceedings of the ACM on Human-Computer Interaction | April 2024
  
  DOI Publication
- SIGMA: An Open-Source Interactive System for Mixed-Reality Task Assistance Research – Extended Abstract
  
  Dan Bohus, Sean Andrist, Nick Saw, Ann Paradiso, Ishani Chakraborty, Mahdi Rad
  
  2024 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) | March 2024, pp. 889-890
  
  DOI Publication Publication Project
- Interaction-Shaping Robotics: Robots that Influence Interactions between Other Agents
  
  Sarah Gillet, Marynel Vázquez, Sean Andrist, Iolanda Leite, S. Sebo
  
  ACM Transactions on Human-Robot Interaction | February 2024
  
  Publication
- Youth WellTech: A Global Remote Co-Design Sprint for Youth Mental Health Technology
  
  Kenji Phang, Siddharth Saarathi Pradhan, Chino Ikwuegbu, Gonzalo Ramos, Denae Ford, Ebele Okoli, Salman Muin Kayser Chishti, Jina Suh
  
  January 2024
  
  Preprint
- Can GPT-4 Replicate Empirical Software Engineering Research?
  
  Jenny Liang, Carmen Badea, Christian Bird, Robert DeLine, Denae Ford, Nicole Forsgren, Tom Zimmermann
  
  October 2023
  
  Preprint
- Symbiotic Society with Avatars (SSA): Beyond Space and Time
  
  Hooman Hedayati, S. Seo, T. Kanda, Daniel J. Rea, Sean Andrist, Y. Nakano, H. Ishiguro
  
  Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction | March 2023
  
  DOI Publication
- Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders
  
  Anna Kawakami, Shreya Chowdhary, Shamsi T. Iqbal, Q. Liao, Alexandra Olteanu, J. Suh, Koustuv Saha, Alexandra Olteanu, Jina Suh
  
  Proceedings of the ACM on Human-Computer Interaction | March 2023, Vol 7: pp. 1-33
  
  DOI Publication PDF
- Taking Flight with Copilot: Early insights and opportunities of AI-powered pair-programming tools
  
  Christian Bird, Denae Ford, Tom Zimmermann, Nicole Forsgren, Eirini Kalliamvakou, Travis Lowdermilk, Idan Gazit
  
  ACM Queue | January 2023
  
  DOI PDF
- Enhanced efficiency in visually guided online motor control for actions directed towards the body midline
  
  A. Maseli, Eyal Ofek, B. Cohn, Ken Hinckley, Mar Gonzalez-Franco
  
  Philosophical Transactions of the Royal Society B | December 2022, Vol 378(1869)
  
  Appears as part of the Discussion meeting issue ‘New approaches to 3D vision’ organized and edited by Paul Linton, Michael Morgan, Jenny Read, Dhanraj Vishwanath, Sarah Creem-Regehr and Fulvio Domini
  
  Publication DOI
- Disparate Impacts on Online Information Access during the COVID-19 Pandemic
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  Nature Communications | November 2022, Vol 13
  
  Publication Project
- Quantifying the Effects of Working in VR for One Week
  
  Verena Biener, Snehanjali Kalamkar, Negar Nouri, Eyal Ofek, Michel Pahud, John J. Dudley, Jinghui Hu, Per Ola Kristensson, Maheshya Weerasinghe, Klen Čopič Pucihar, Matjaž Kljun, Stephan Streuber, Jens Grubert
  
  IEEE Transactions on Visualization and Computer Graphics | August 2022, pp. 1-11
  
  Also published in ISMAR 2022
  
  Publication
- ”I need to respond to this” – Contributions to group creativity in remote meetings with distractions
  
  Alberta A. Ansah, Yilun Xing, A. Kamaraj, Diana Tosca, L. Boyle, Shamsi Iqbal, Andrew L. Kun, John D. Lee, Michel Pahud, Orit Shaer
  
  2022 Symposium on Human-Computer Interaction for Work | June 2022, pp. 1-12
  
  Honorable Mention
  
  DOI Publication
- What Did My AI Learn? How Data Scientists Make Sense of Model Behavior
  
  Ángel Alexander Cabrera, Marco Tulio Ribeiro, Bongshin Lee, Robert DeLIne, Adam Perer, Steven Drucker
  
  ACM TOCHI | June 2022
  
  Publication
- Interactive Mixed-Dimensional Media for Cross-Dimensional Collaboration in Mixed Reality Environments
  
  Balasaravanan Thoravi Kumaravel, Björn Hartmann
  
  Frontiers in Virtual Reality | May 2022, Vol 3(May 2022)
  
  Publication Publication
- Developing Mixed Reality Applications with Platform for Situated Intelligence
  
  Sean Andrist, Dan Bohus, Ashley Feniello, Nick Saw
  
  2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) | February 2022, pp. 48-50
  
  DOI Publication
- Two-In-One: A Design Space for Mapping Unimanual Input into Bimanual Interactions in VR for Users with Limited Movement
  
  Momona Yamagami, Sasa Junuzovic, Mar Gonzalez Franco, Eyal Ofek, Ed Cutrell, John Porter, Andrew D. Wilson, Martez Mott
  
  January 2022
  
  Publication
- SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations
  
  Jina Suh, Lindy Le, Erfan Shayegani, Gonzalo Ramos, Judith Amores, Desmond C. Ong, Mary Czerwinski, Javier Hernandez
  
  September 2025
  
  Preprint Project Project
- Worker Discretion Advised: Co-designing Risk Disclosure in Crowdsourced Responsible AI (RAI) Content Work
  
  Alice Qian, Ziqi Yang, Ryland Shaw, Jina Suh, Laura Dabbish, Hong Shen
  
  September 2025
  
  Preprint
- Locating Risk: Task Designers and the Challenge of Risk Disclosure in RAI Content Work
  
  Alice Qian, Ryland Shaw, Laura Dabbish, Jina Suh, Hong Shen
  
  September 2025
  
  Preprint
- Affective Air Quality Dataset: Personal Chemical Emissions from Emotional Videos
  
  Jas Brooks, Javier Hernandez, Mary Czerwinski, Judith Amores
  
  September 2025
  
  Preprint Github Project
- Longitudinal Study on Social and Emotional Use of AI Conversational Agent
  
  Mohit Chandra, Javier Hernandez, Gonzalo Ramos, Mahsa Ershadi, Ananya Bhattacharjee, Judith Amores, Ebele Okoli, Ann Paradiso, Shahed Warreth, Jina Suh
  
  April 2025
  
  Publication Project
- Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents
  
  Ananya Bhattacharjee, Jina Suh, Mahsa Ershadi, Shamsi Iqbal, Andrew D. Wilson, Javier Hernandez
  
  November 2024
  
  Publication Project
- Social Conjuring: Multi-User Runtime Collaboration with AI in Building Virtual 3D Worlds
  
  Amina Kobenova, C. DeVeaux, Samyak Parajuli, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  September 2024
  
  Preprint Project
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  Publication Project
- FoundWright: A System to Help People Re-find Pages from Their Web-history
  
  Haekyu Park, Gonzalo Ramos, Jina Suh, Christopher Meek, Rachel Ng, Mary Czerwinski
  
  May 2023
  
  Publication
- From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions
  
  Subigya Nepal, Javier Hernandez, Talie Massachi, Kael Rowan, Judith Amores, Jina Suh, Gonzalo Ramos, Brian Houck, Shamsi Iqbal, Mary Czerwinski
  
  Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) | October 2025
  
  Preprint
- When Testing AI Tests Us: Safeguarding Mental Health on the Digital Frontlines
  
  Sachin R. Pendse, Darren Gergle, Rachel Kornfield, Jonah Meyerhoff, David Mohr, Jina Suh, Annie Wescott, Casey Williams, Jessica Schleider
  
  June 2025
  
  DOI Publication Publication
- “I use video calling in all areas of my life”: Understanding the Video Calling Experiences of Chronically Ill People
  
  Humphrey Curtis, Erin Beneteau, Ed Cutrell, Denae Ford, Sasa Junuzovic, Ann Paradiso, John Tang, Martez Mott
  
  CHI 2025 | May 2025
  
  PDF
- Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
  
  Chenglong Wang, Bongshin Lee, Steven Drucker, Dan Marshall, Jianfeng Gao
  
  CHI 2025 | April 2025
  
  Publication Video Access
- Hybridge: Bridging Spatiality for Inclusive and Equitable Hybrid Meetings
  
  Payod Panda, Lev Tankelevitch, Becky Spittle, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, Sean Rintel
  
  CSCW 2024 | November 2024
  
  PDF DOI Project Project
- Dittos: Personalized, Embodied Agents That Participate in Meetings When You Are Unavailable
  
  Joanne Leong, John Tang, Ed Cutrell, Sasa Junuzovic, Gregory Paul Baribault, Kori Inkpen
  
  2024 Conference on Computer Supported Cooperative Work | October 2024
  
  PDF Project
- SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending
  
  Nels Numan, Shwetha Rajaram, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AI
  
  Shwetha Rajaram, Nels Numan, Balasaravanan Thoravi Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  2024 User Interface Software and Technology | October 2024
  
  DOI Publication Publication
- AImagery: A Multisensory Approach to Anxiety Reduction with AI, Olfactory Stimuli, and Biofeedback-Enhanced Guided Imagery
  
  Judith Amores, Javier Hernandez
  
  2024 Affective Computing and Intelligent Interaction | September 2024
  
  Publication Project
- Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI
  
  Srishti Palani, Gonzalo Ramos
  
  Creativity and Cognition | June 2024
  
  Publication Project
- SharedNeRF: Leveraging Photorealistic and View-dependent Rendering for Real-time and Remote Collaboration
  
  Mose Sakashita, Bala Kumaravel, Nicolai Marquardt, Andrew D. Wilson
  
  CHI 2024 | May 2024
  
  Honorable Mention, CHI 2024
  
  Publication
- Big or Small, It’s All in Your Head: Visuo-Haptic Illusion of Size-Change Using Finger-Repositioning
  
  Myung Jin Kim, Eyal Ofek, Michel Pahud, Mike Sinclair, Andrea Bianchi
  
  CHI 2024 | May 2024
  
  Honorable Mention, CHI 2024
  
  PDF Video
- Opportunistic Nudges for Task Migration Between Personal Devices
  
  Nikhita Joshi, Richard Li, Jiannan Li, Leonardo Pavanatto, Michel Pahud, Jatin Sharma, Bongshin Lee, Hugo Romat, William Buxton, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche
  
  Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems (CHI EA ’24) | May 2024
  
  DOI Project Project
- How Do Analysts Understand and Verify AI-Assisted Data Analyses?
  
  Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Drucker
  
  CHI 2024 | May 2024
  
  Publication
- Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System
  
  Becky Spittle, Payod Panda, Lev Tankelevitch, Kori Inkpen, John Tang, Sasa Junuzovic, Qianqian Qi, Pat Sweeney, Andrew D. Wilson, Bill Buxton, Abigail Sellen, Sean Rintel
  
  CHI EA 2024 | May 2024
  
  PDF DOI Project Project
- DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers
  
  Pranav Khadpe, Lindy Le, Kate Nowak, Shamsi Iqbal, Jina Suh
  
  ACM CHI Conference on Human Factors in Computing Systems | May 2024
  
  PDF
- Real-time Animation Generation and Control on Rigged Models via Large Language Models
  
  Han Huang, Fernanda De La Torre, Cathy Mengying Fang, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  NeurIPS 2023 | December 2023
  
  Spotlight Paper
  
  Publication Project
- Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
  
  Cecily Morrison, Rita Faia Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
  
  ASSETS 2023 | October 2023
  
  PDF DOI Author's Version Project
- Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for Research
  
  Sean Andrist, Dan Bohus, Zongjian Li, Mohammad Soleymani
  
  October 2023
  
  DOI Project
- Reality Distortion Room: A Study of User Locomotion Responses to Spatial Augmented Reality Effects
  
  You-Jin Kim, Andrew D. Wilson, Jennifer Jacobs, Tobias Hollerer
  
  International Symposium on Mixed and Augmented Reality (ISMAR) | October 2023
  
  PDF
- Perspectives: Creating Inclusive and Equitable Hybrid Meeting Experiences
  
  John Tang, Kori Inkpen, Sasa Junuzovic, Keri Mallari, Andrew D. Wilson, Sean Rintel, Shiraz Cupala, Tony Carbary, Abigail Sellen, Bill Buxton
  
  CSCW 2023 | October 2023
  
  PDF DOI Project Project Project Project
- HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World
  
  Xin Wang, Taein Kwon, Mahdi Rad, Bowen Pan, Ishani Chakraborty, Sean Andrist, Dan Bohus, Ashley Feniello, Felipe Vieira Frujeri, Neel Joshi, Marc Pollefeys
  
  ICCV 2023 | September 2023
  
  Publication Access
- LLMR: Real-time Prompting of Interactive Worlds using Large Language Models
  
  Fernanda De La Torre, Cathy Mengying Fang, Han Huang, Andrzej Banburski-Fahey, Judith Amores, Jaron Lanier
  
  CHI 2024 | September 2023
  
  Honorable Mention, CHI 2024
  
  DOI Publication Publication Publication Project
- Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology
  
  Daway Chou-Ren, Mike Winters, Javier Hernandez, Daniel McDuff, Jina Suh, Vanessa Rodriguez, Gonzalo Ramos, Mary Czerwinski
  
  International Conference on Affective Computing and Intelligent Interaction (ACII) | September 2023
  
  Publication
- Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries
  
  Jina Suh, Javier Hernandez, Koustuv Saha, Kathy Dixon, Mehrab Bin Morshed, Esther Howe, Anna Kawakami, Mary Czerwinski
  
  ACII 2023 International Workshop on Affective Computing for Mental Wellbeing | September 2023
  
  PDF Project
- Beyond Audio: Towards a Design Space of Headphones as a Site for Interaction and Sensing
  
  Payod Panda, Molly Jane Nicholas, David Nguyen, Eyal Ofek, Michel Pahud, Sean Rintel, Mar Gonzalez Franco, Ken Hinckley, Jaron Lanier
  
  DIS’23: ACM Designing Interactive Systems Conference 2023 | July 2023
  
  Best Paper Award
  
  PDF DOI Project Project Project Project
- Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help?
  
  Zhi Chen, Sarah Tan, Urszula Chajewska, Cynthia Rudin , Rich Caruana
  
  Conference on Health, Inference, and Learning (CHIL) 2023 | June 2023
  
  Publication
- Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?
  
  Shreya Chowdhary, Anna Kawakami, Mary L. Gray, Jina Suh, Alexandra Olteanu, Koustuv Saha
  
  2023 ACM Conference on Fairness, Accountability, and Transparency | June 2023
  
  Publication Project
- Hear We Are: Spatial Audio Benefits Perceptions of Turn-Taking and Social Presence in Video Meetings
  
  Kate Nowak, Lev Tankelevitch, John Tang, Sean Rintel
  
  CHIWORK 2023 | June 2023
  
  Honorable Mention
  
  PDF DOI Project Project Project
- Investigating and Designing for Trust in AI-powered Code Generation Tools
  
  Ruotong Wang, Ruijia Cheng, Denae Ford, Tom Zimmermann
  
  FAccT 2024 | May 2023
  
  DOI Publication Publication PDF
- Accessibility Barriers, Conflicts, and Repairs: Understanding the Experience of Professionals with Disabilities in Hybrid Meetings
  
  Rahaf Alharbi, John Tang, Karl Henderson
  
  CHI 2023 | May 2023
  
  PDF Project
- Make Your Tools Sparkle with Trust: The PICSE Framework for Trust in Software Tools
  
  Brittany Johnson, Christian Bird, Denae Ford, Nicole Forsgren, Tom Zimmermann
  
  ICSE SEIP | May 2023
  
  PDF
- Olfactory Wearables for Targeted Memory Reactivation
  
  Judith Amores, Nirmita Mehra, Bjoern Rasch, Pattie Maes
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing | April 2023
  
  Publication
- Workplace Rhythm Variability and Emotional Distress in Information Workers
  
  Subigya Kumar Nepal, Javier Hernandez, Judith Amores, Mehrab Bin Morshed, Robert Lewis, Hemma Prafullchandra, Mary Czerwinski
  
  Extended Abstracts of the Conference on Human Factors in Computing Systems (CHI) | April 2023
  
  Publication Project
- Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time
  
  Molly Jane Nicholas, Nicolai Marquardt, Michel Pahud, Nathalie Henry Riche, Hugo Romat, Christopher Collins, David Ledo, Rohan Kadekodi, Badrish Chandramouli, Ken Hinckley
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- AdHocProx: Sensing Mobile, Ad-Hoc Collaborative Device Formations using Dual Ultra-Wideband Radios
  
  Richard Li, Teddy Seyed, Nicolai Marquardt, Eyal Ofek, Steve Hodges, Mike Sinclair, Hugo Romat, Michel Pahud, Jatin Sharma, William A. S. Buxton, Ken Hinckley, Nathalie Henry Riche
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication DOI Video Project Project
- Chart Reader: Accessible Visualization Experiences Designed with Screen Reader Users
  
  John Thompson, Jesse Martinez, Alper Sarikaya, Ed Cutrell, Bongshin Lee
  
  CHI ’23: Proceedings of the ACM Conference on Human Factors in Computing Systems | April 2023
  
  Publication Publication Project
- Embodying Physics-Aware Avatars in Virtual Reality
  
  Yujie Tao, Cheng Yao Wang, Andrew D. Wilson, Eyal Ofek, Mar Gonzalez Franco
  
  CHI ’23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  DOI Publication
- Spatialized Audio and Hybrid Video Conferencing: Where Should Voices be Positioned for People in the Room and Remote Headset Users?
  
  Jeremy Hyrkas, Andrew D. Wilson, John Tang, Hannes Gamper, Hong Sodoma, Lev Tankelevitch, Kori Inkpen, Shreya Chappidi, Brennan Jones
  
  CHI 2023 | April 2023
  
  PDF DOI Project
- Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
  
  Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
  
  CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Finalist – Best Interactivity Demo
  
  DOI Project
- Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting
  
  Yasaman S. Sefidgar, Matthew Jörke, Jina Suh, Koustuv Saha, Shamsi Iqbal, Gonzalo Ramos, Mary Czerwinski
  
  CHI | April 2023
  
  Publication Project
- Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work
  
  Vedant Das Swain, Javier Hernandez, Brian Houck, Koustuv Saha, Jina Suh, Ahad Chaudhry, Tenny Cho, Wendy Guo, Shamsi Iqbal, Mary Czerwinski
  
  Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
  
  Publication Project
- Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data
  
  Matthew Jörke, Yasaman Sefidgar, Talie Massachi, Jina Suh, Gonzalo Ramos
  
  IUI 2023 | March 2023
  
  Publication
- Exploring Levels of Control for a Navigation Assistant for Blind Travelers
  
  Vinitha Ranganeni, Mike Sinclair, Eyal Ofek, Amos Miller, Jon Campbell, Andrey Kolobov, Ed Cutrell
  
  HRI 2023 | March 2023
  
  Publication
- On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
  
  Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
  
  International Winter Conference on Brain-Computer Interface | February 2023
  
  Publication Project
- GAM Coach: Towards Interactive and User-Centered Algorithmic Recourse
  
  Zijie J. Wang, Jennifer Wortman Vaughan, Rich Caruana, Duen Horng Chau
  
  2023 ACM CHI Conference on Human Factors in Computing Systems (CHI 2023) | February 2023
  
  PDF Project
- SCAMPS: Synthetics for Camera Measurement of Physiological Signals
  
  Daniel McDuff, Jeremiah (Miah) Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis
  
  Thirty-sixth Conference on Neural Information Processing Systems | November 2022
  
  Publication
- Continual Learning about Objects in the Wild: An Interactive Approach
  
  Dan Bohus, Sean Andrist, Ashley Feniello, Nick Saw, Eric Horvitz
  
  International Conference on Multimodal Interaction | November 2022
  
  Publication
- Understanding Skills for OSS Communities on GitHub
  
  Jenny T. Liang, Tom Zimmermann, Denae Ford
  
  ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) | November 2022
  
  Publication Project Project
- Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data
  
  Mehrab Bin Morshed, Javier Hernandez, Daniel McDuff, Jina Suh, Esther Howe, Kael Rowan, Marah I Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
  
  Publication Project Project
- DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization
  
  Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2022) | October 2022
- The Aleph & Other Metaphors for Image Generation
  
  Gonzalo Ramos, Rick Barraza, Victor Dibia, Sharon Lo
  
  NeurIPS 2022 Workshop on Human-Centered AI | October 2022
  
  Publication
- Program-L: Online Help Seeking Behaviors by Blind and Low Vision Programmers
  
  Jazette Johnson, Andrew Begel, Richard Ladner, Denae Ford
  
  IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | September 2022
  
  Publication Project
- ReBOC: Recommending Bespoke Open Source Software Projects to Contributors
  
  Denae Ford, Nischal Shrestha, Tom Zimmermann
  
  IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC) | September 2022
  
  Publication Project Project
- Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values
  
  Zijie J. Wang, Alex Kale, Harsha Nori, Peter Stella, Mark E. Nunnally, Duen Horng Chau, Mihaela Vorvoreanu, Jennifer Wortman Vaughan, Rich Caruana
  
  KDD 2022 | July 2022
  
  Publication Project
- AllTogether: Effect of Avatars in Mixed-Modality Conferencing Environments
  
  Payod Panda, Molly Jane Nicholas, Mar Gonzalez Franco, Kori Inkpen, Eyal Ofek, Ross Cutler, Ken Hinckley, Jaron Lanier
  
  CHIWORK 2022 | June 2022
  
  DOI PDF Project Project
- Making Space for Social Time: Supporting Conversational Transitions Before, During, and After Video Meetings
  
  Carlos Gonzalez Diaz, John Tang, Advait Sarkar, Sean Rintel
  
  CHIWORK 2022 | June 2022
  
  PDF DOI Project Project Project Project
- Who Goes First? Influences of Human-AI Workflow on Decision Making in Clinical Imaging
  
  Riccardo Fogliato, Shreya Chappidi, Matthew Lungren, Michael Fitzke, Mark Parkinson, Diane Wilson, Paul Fisher, Eric Horvitz, Kori Inkpen, Besmira Nushi
  
  FAccT 2022 | May 2022
  
  Publication
- Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities
  
  Madeleine Daepp, Alex Cabral, Vaishnavi Ranganathan, Vikram Iyer, Scott Counts, Paul Johns, Asta Roseway, Charlie Catlett, Gavin Jancke, Darren Gehring, Chuck Needham, Curtis von Veh, Tracy Tran, Lex Story, Gabriele D’Amone, Bichlien Nguyen
  
  2022 International Conference on Information Processing in Sensor Networks (IPSN) | May 2022
  
  PDF Publication Project
- Attracting and Retaining OSS contributors with a Maintainer Dashboard
  
  Mariam Guizani, Tom Zimmermann, Anita Sarma, Denae Ford
  
  ICSE 2022 | May 2022
  
  Publication Video Project Project
- Strategies for Reuse and Sharing among Data Scientists in Software Teams
  
  Will Epperson, April Wang, Robert DeLIne, Steven Drucker
  
  ICSE 2022 | May 2022
  
  Preprint
- Towards Mining OSS Skills from GitHub Activity
  
  Jenny T. Liang , Tom Zimmermann, Denae Ford
  
  ICSE 2022 | May 2022
  
  Publication Video Project Project
- Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows
  
  Ye Yuan, Nathalie Henry Riche, Nicolai Marquardt, Molly Jane Nicholas, Teddy Seyed, Hugo Romat, Bongshin Lee, Michel Pahud, Jonathan Goldstein, Rojin Vishkaie, Christian Holz, Ken Hinckley
  
  CHI 2022 | April 2022
  
  Publication Project Project
- Understanding How People with Limited Mobility Use Multi-Modal Input
  
  Johann David Wentzel, Sasa Junuzovic, James Devine, John Porter, Martez Mott
  
  ACM CHI Conference on Human Factors in Computing Systems (CHI2022) | April 2022
  
  Publication Project
- WebTransceiVR: Asymmetrical Communication Between Multiple VR and Non-VR Users Online
  
  Haohua Lyu, Cyrus Vachha, Qianyi Chen, Avery Liou, Balasaravanan Thoravi Kumaravel, Björn Hartmann
  
  Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems | April 2022
  
  DOI Publication
- DreamStream: Immersive and Interactive Spectating in VR
  
  Balasaravanan Thoravi Kumaravel, Andrew D. Wilson
  
  CHI ’22: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems | April 2022
  
  DOI DOI
- Design of Digital Workplace Stress-Reduction Intervention Systems: Effects of Intervention Type and Timing
  
  Esther Howe, Jina Suh, Mehrab Bin Morshed, Daniel McDuff, Kael Rowan, Javier Hernandez, Marah Ihab Abdin, Gonzalo Ramos, Tracy Tran, Mary Czerwinski
  
  CHI 2022 | April 2022
  
  Publication PDF Project Project
- Differentially Private Estimation of Heterogeneous Causal Effects
  
  Fengshi Niu, Harsha Nori, Brian Quistorff, Rich Caruana, Donald Ngwe, Aadharsh Kannan
  
  CLeaR 2022 | April 2022
  
  PDF
- SpinOcchio: Understanding Haptic-Visual Congruency of Skin-Slip in VR with a Dynamic Grip Controller
  
  Myung Jin Kim, Neung Ryu, Wooje Chang, Michel Pahud, Mike Sinclair, Andrea Bianchi
  
  CHI 2022 | April 2022
  
  Publication Project
- Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis
  
  April Yi Wang, Will Epperson, Robert DeLIne, Steven Drucker
  
  CHI 2022 | April 2022
  
  Publication
- Characterizing and Predicting Engagement of Blind and Low-Vision People with an Audio-Based Navigation App
  
  Tiffany Liu, Javier Hernandez, Mar Gonzalez Franco, Antonella Maselli, Melanie Kneisel, Adam Glass, Jarnail Chudge, Amos Miller
  
  CHI 2022 | April 2022
  
  Publication Video Project
- Style Blink: Exploring Digital Inking of Structured Information via Handcrafted Styling as a First-Class Object
  
  Hugo Romat, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche
  
  CHI 2022 | April 2022
  
  Publication
- Node-GAM: Neural Generalized Additive Model For Interpretable Deep Learning
  
  Chun-Hao Chang, Rich Caruana, Anna Goldenberg
  
  ICLR 2022 | April 2022
  
  Publication
- Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
  
  Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
  
  February 2022
  
  Publication Project
- Investigations of Performance and Bias in Human-AI Teamwork in Hiring
  
  Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar
  
  AAAI 2022 | February 2022
  
  Publication Access
- Microsoft New Future of Work Report 2024
  
  Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
  
  MSR-TR-2024-56 | December 2024
  
  Published by Microsoft
  
  Publication Project Project
- GEMS: Generative Expert Metric System through Iterative Prompt Priming
  
  Ti-Chung Cheng, Carmen Badea, Christian Bird, Tom Zimmermann, Robert DeLine , Nicole Forsgren, Denae Ford
  
  MSR-TR-2024-31 | August 2024
  
  Published by Microsoft
  
  PDF
- Microsoft New Future of Work Report 2023
  
  Jenna Butler, Sonia Jaffe, Nancy Baym, Mary Czerwinski, Shamsi Iqbal, Kate Nowak, Sean Rintel, Abigail Sellen, Mihaela Vorvoreanu, Najeeb G. Abdulhamid, Judith Amores, Reid Andersen, Kagonya Awori, Maxamed Axmed, danah boyd, James Brand, Georg Buscher, Dean Carignan, Martin Chan, Adam Coleman, Scott Counts, Madeleine Daepp, Adam Fourney, Daniel G. Goldstein, Andy Gordon, Aaron L Halfaker, Javier Hernandez, Jake Hofman, Jenny Lay-Flurrie, Vera Liao, Siân Lindley, Sathish Manivannan, Charlton Mcilwain, Subigya Nepal, Jennifer Neville, Stephanie Nyairo, Jacki O'Neill, Victor Poznanski, Gonzalo Ramos, Nagu Rangan, Lacey Rosedale, David Rothschild, Tara Safavi, Advait Sarkar, Ava Scott, Chirag Shah, Neha Parikh Shah, Teny Shapiro, Ryland Shaw, Auste Simkute, Jina Suh, Siddharth Suri, Ioana Tanase, Lev Tankelevitch, Adam Troy, Mengting Wan, Ryen W. White, Longqi Yang, Brent Hecht, Jaime Teevan
  
  MSR-TR-2023-34 | December 2023
  
  Published by Microsoft
  
  Publication Project Project
- Periodic motion-based visual stimulus
  
  Andrew D. Wilson, Ivan Tashev, Hannes Gamper, Ed Cutrell, David Johnston, Dimitra Emmanouilidou
  
  MSR-TR-2022-37 | November 2022
  
  Published by Microsoft
  
  US-20220365599-A1
  
  Publication Project
- Microsoft New Future of Work Report 2022
  
  Jaime Teevan, Nancy Baym, Jenna Butler, Brent Hecht, Sonia Jaffe, Kate Nowak, Abigail Sellen, Longqi Yang, Marcus Ash, Kagonya Awori, Mia Bruch, Piali Choudhury, Adam Coleman, Scott Counts, Shiraz Cupala, Mary Czerwinski, Ed Doran, Elizabeth Fetterolf, Mar Gonzalez Franco, Kunal Gupta, Aaron L Halfaker, Constance Hadley, Brian Houck, Kori Inkpen, Shamsi Iqbal, Eric Knudsen, Stacey Levine, Siân Lindley, Jennifer Neville, Jacki O'Neill, Rick Pollak, Victor Poznanski, Sean Rintel, Neha Parikh Shah, Siddharth Suri, Adam D. Troy, Mengting Wan
  
  MSR-TR-2022-3 | May 2022
  
  Published by Microsoft
  
  Publication Video Video Video Video Video Video Project Project Project Project
- Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided
  
  Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- Large Language Models Produce Responses Perceived to be Empathic
  
  Yoon Kyung Lee, Jina Suh, Hongli Zhan, Junyi Jessy Li, Desmond C. Ong
  
  March 2024
  
  DOI Publication Publication
- “It would work for me too”: How Online Communities Shape Software Developers’ Trust in AI-Powered Code Generation Tools
  
  Ruijia Cheng, Ruotong Wang, Tom Zimmermann, Denae Ford
  
  December 2022
  
  Preprint

Future Experiences

Publications

From User Surveys to Telemetry-Driven Agents: Exploring the Potential of Personalized Productivity Solutions

FamilyDittos: Reimagining Intergenerational Interaction through Mimetic Agents

SENSE-7: Taxonomy and Dataset for Measuring User Perceptions of Empathy in Sustained Human-AI Conversations

Worker Discretion Advised: Co-designing Risk Disclosure in Crowdsourced Responsible AI (RAI) Content Work

Locating Risk: Task Designers and the Challenge of Risk Disclosure in RAI Content Work

Affective Air Quality Dataset: Personal Chemical Emissions from Emotional Videos

From Lived Experience to Insight: Unpacking the Psychological Risks of Using AI Conversational Agents

When Testing AI Tests Us: Safeguarding Mental Health on the Digital Frontlines

“I use video calling in all areas of my life”: Understanding the Video Calling Experiences of Chronically Ill People

Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way

SCOPE: Examining Technology-Enhanced Collaborative Care Management of Depression in the Cancer Setting

Longitudinal Study on Social and Emotional Use of AI Conversational Agent

IRL Dittos: Embodied Multimodal AI Agent Interactions in Open Spaces

Effective Automation to Support the Human Infrastructure in AI Red Teaming

Microsoft New Future of Work Report 2024

Triple Peak Day: Work Rhythms of Software Developers in Hybrid Work

Hybridge: Bridging Spatiality for Inclusive and Equitable Hybrid Meetings

Generative AI Going Awry: Enabling Designers to Proactively Avoid It in CSCW Applications

Understanding Communication Preferences of Information Workers in Engagement with Text-Based Conversational Agents

Dittos: Personalized, Embodied Agents That Participate in Meetings When You Are Unavailable

SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending

BlendScape: Enabling End-User Customization of Video-Conferencing Environments through Generative AI

Social Conjuring: Multi-User Runtime Collaboration with AI in Building Virtual 3D Worlds

AImagery: A Multisensory Approach to Anxiety Reduction with AI, Olfactory Stimuli, and Biofeedback-Enhanced Guided Imagery

Toward Tailoring Just-in-Time Adaptive Intervention Systems for Workplace Stress Reduction: Exploratory Analysis of Intervention Implementation.

“I Want It That Way”: Enabling Interactive Decision Support Using Large Language Models and Constraint Programming

GEMS: Generative Expert Metric System through Iterative Prompt Priming

Evolving Roles and Workflows of Creative Practitioners in the Age of Generative AI

Opportunities and risks of large language models in psychiatry

SharedNeRF: Leveraging Photorealistic and View-dependent Rendering for Real-time and Remote Collaboration

Big or Small, It’s All in Your Head: Visuo-Haptic Illusion of Size-Change Using Finger-Repositioning

How Do Analysts Understand and Verify AI-Assisted Data Analyses?

Opportunistic Nudges for Task Migration Between Personal Devices

Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision

Rethinking technology innovation for mental health: framework for multi-sectoral collaboration

AURA: Amplifying Understanding, Resilience, and Awareness for Responsible AI Content Work

Comparing the Agency of Hybrid Meeting Remote Users in 2D and 3D Interfaces of the Hybridge System

DISCERN: Designing Decision Support Interfaces to Investigate the Complexities of Workplace Social Decision-Making With Line Managers

Burnout in Cybersecurity Incident Responders: Exploring the Factors that Light the Fire

Improving Work-Nonwork Balance with Data-Driven Implementation Intention and Mental Contrasting

Towards Inclusive Futures for Worker Wellbeing

Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided

Large Language Models Produce Responses Perceived to be Empathic

SIGMA: An Open-Source Interactive System for Mixed-Reality Task Assistance Research – Extended Abstract

Interaction-Shaping Robotics: Robots that Influence Interactions between Other Agents

Youth WellTech: A Global Remote Co-Design Sprint for Youth Mental Health Technology

Microsoft New Future of Work Report 2023

Real-time Animation Generation and Control on Rigged Models via Large Language Models

Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision

Affective Conversational Agents: Understanding Expectations and Personal Influences

Platform for Situated Intelligence and OpenSense: A Tutorial on Building Multimodal Interactive Applications for Research

Can GPT-4 Replicate Empirical Software Engineering Research?

Perspectives: Creating Inclusive and Equitable Hybrid Meeting Experiences

Reality Distortion Room: A Study of User Locomotion Responses to Spatial Augmented Reality Effects

HoloAssist: an Egocentric Human Interaction Dataset for Interactive AI Assistants in the Real World

LLMR: Real-time Prompting of Interactive Worlds using Large Language Models

Do You Even Need Sensors?: Synthetic Biomusic as an Empathic Technology

Towards Successful Deployment of Wellbeing Sensing Technologies: Identifying Misalignments across Contextual Boundaries

Beyond Audio: Towards a Design Space of Headphones as a Site for Interaction and Sensing

Can Workers Meaningfully Consent To Workplace Wellbeing Technologies?

Hear We Are: Spatial Audio Benefits Perceptions of Turn-Taking and Social Presence in Video Meetings

Missing Values and Imputation in Healthcare Data: Can Interpretable Machine Learning Help?

FoundWright: A System to Help People Re-find Pages from Their Web-history

Investigating and Designing for Trust in AI-powered Code Generation Tools

Accessibility Barriers, Conflicts, and Repairs: Understanding the Experience of Professionals with Disabilities in Hybrid Meetings

Make Your Tools Sparkle with Trust: The PICSE Framework for Trust in Software Tools

Olfactory Wearables for Targeted Memory Reactivation

Workplace Rhythm Variability and Emotional Distress in Information Workers

AdHocProx: Sensing Mobile, Ad-Hoc Collaborative Device Formations using Dual Ultra-Wideband Radios

Chart Reader: Accessible Visualization Experiences Designed with Screen Reader Users

Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time

Embodying Physics-Aware Avatars in Virtual Reality

Focused Time Saves Nine: Evaluating Computer-Assisted Protected Time for Hybrid Information Work

Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices

Lessons Learned for Data-Driven Implementation Intentions with Mental Contrasting

Spatialized Audio and Hybrid Video Conferencing: Where Should Voices be Positioned for People in the Room and Remote Headset Users?

Pearl: A Technology Probe for Machine-Assisted Reflection on Personal Data

Sensing Wellbeing in the Workplace, Why and For Whom? Envisioning Impacts with Organizational Stakeholders