Human Understanding and Empathy: emotion color wheel

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HUE: Human Understanding and Empathy

Inventing new technologies that promote emotional resilience and well-being

Publications

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- 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
- 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
- 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
- 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
- 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
  
  January 2024
  
  Preprint
- 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
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Using High-Fidelity Avatars to Advance Camera-based Cardiac Pulse Measurement
  
  Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis
  
  IEEE Transactions on Biomedical Engineering | February 2022, Vol 69(8): pp. 2646-2656
  
  Publication
- Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
  
  Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
  
  Publication Video
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  ACM Transactions on Information Systems | August 2021, Vol 39(4)
  
  Article 39
  
  Publication
- AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
  
  Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  PDF Project
- Large Scale Analysis of Multitasking Behavior During Remote Meetings
  
  Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal, Mary Czerwinski, Priscilla Wong, Sean Rintel, Brent Hecht, Jaime Teevan, Longqi Yang
  
  CHI 2021 | May 2021
  
  Honorable Mention
  
  Publication DOI Project Project Project Project
- MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
  
  Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  Publication Project Project Project Project
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
  
  IUI | April 2021
  
  Publication
- ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
  
  Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
  
  IUI | April 2021
  
  Publication
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  WSDM | March 2021
  
  Preprint Project
- Social competence in conversational retrieval
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  Future Conversations | March 2021
  
  Publication
- Personal Productivity and Well-being – Chapter 2 of the 2021 New Future of Work report
  
  Jenna Butler, Mary Czerwinski, Shamsi Iqbal, Sonia Jaffe, Kate Nowak, Emily Peloquin, Longqi Yang
  
  The New Future of Work: Research from Microsoft on the Impact of the Pandemic on Work Practices, 2 | Published by Microsoft | 2021
  
  Publication Project Project Project Project
- Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
  
  Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
  
  Neural Information Processing Systems (NeurIPS) | December 2020
  
  Publication Video Github Project
- Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
  
  Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
  
  International Conference on Automatic Face and Gesture Recognition | November 2020
  
  Publication DOI
- Remote Work and Well-being
  
  Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan
  
  August 2020
  
  Publication Project
- A Teaching Language for Building Object Detection Models
  
  Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Understanding and Supporting Knowledge Decomposition for Machine Teaching
  
  Felicia Ng, Jina Suh, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Human-Centered Methods to Inform the Design of Information Technologies for Team-based Depression Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Gary Hsieh, Amy M. Bauer
  
  May 2020
  
  Publication Project
- Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions
  
  Jessica Schroeder, Jina Suh, Chelsey Wilks, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
  
  EAI International Conference on Pervasive Computing Technologies for Healthcare | May 2020
  
  Publication Project
- Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
  
  ACM Conference on Supported Cooperative Work and Social Computing | May 2020
  
  Publication Project
- Interactive machine teaching: a human-centered approach to building machine-learned models
  
  Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
  
  Human–Computer Interaction | April 2020
  
  Publication
- A Parallel Journeys Perspective on Technology-Supported Depression Care for Patients with Cancer
  
  Jina Suh, Amy M. Bauer, Jesse R. Fann, James Fogarty, Gary Hsieh, Spencer Williams
  
  April 2020
  
  Publication Project
- Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work
  
  Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi Iqbal
  
  ACM Conference on Human Factors in Computing Systems (CHI) | April 2020
  
  Publication Project Project
- Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work
  
  Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski
  
  Intelligent User Interfaces (IUI) | March 2020
  
  PDF Project
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  International Workshop on Conversational Approaches to Information Retrieval | March 2020
  
  An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.
  
  Publication
- Do Machine Teachers Dream of Algorithms?
  
  Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
  
  December 2019
  
  PDF
- Managing Stress: The Needs of Autistic Adults in Video Calling
  
  Annuska Zolyomi, Andrew Begel, Jennifer Frances Waldern, John Tang, Mike Barnett, Ed Cutrell, Daniel McDuff, Sean Andrist, Meredith Ringel Morris
  
  CSCW 2019 | November 2019
  
  Best Paper Honorable Mention
  
  Publication Project Project
- Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching
  
  Emily Wall, Soroush Ghorashi, Gonzalo Ramos
  
  Interact 2019 | September 2019
  
  PDF
- Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards
  
  Daniel McDuff, Ashish Kapoor
  
  ICLR 2019 | April 2019
  
  Publication
- A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications
  
  Daniel McDuff, Kael Rowan, Piali Choudhury, Jessica Wolk, ThuVan Pham, Mary Czerwinski
  
  March 2019
  
  Publication
- Designing Emotionally Sentient Agents
  
  Daniel McDuff, Mary Czerwinski
  
  Communications of the ACM | December 2018, Vol 61(12): pp. 74-83
  
  Publication
- Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
  
  Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo Ramos
  
  Proceeding of the 2018 Designing of Interactive Systems Conference | June 2018
  
  Publication
- PocketSkills: A Conversational Mobile Web App to Support Dialectical Behavioral Therapy
  
  Jessica Schoeder, Chelsey Wilks, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, Marsha M. Linehan
  
  In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18) | April 2018
  
  Publication DOI Github Project
- Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception
  
  Jean Costa, Malte F. Jung, Mary Czerwinski, Francois Guimbretiere, Trinh Le, Tanzeem Choudhury
  
  CHI 2018 | April 2018
  
  Publication
- Effects of Individual Differences in Blocking Workplace Distractions
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal
  
  2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018
  
  Publication DOI
- Emotional Dialogue Generation using Image-Grounded Language Models
  
  Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan
  
  CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018
  
  ISBN: 978-1-4503-5620-6/18/04
  
  Publication Publication
- Style and alignment in information-seeking conversation
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark
  
  Proceedings of the Conference on Computer-Human Information Interaction and Retrieval | March 2018
  
  Publication Publication
- A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model
  
  Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography
  
  Ethan B. Blackford, Justin R. Estepp, Daniel McDuff
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- Multimodal analysis of vocal collaborative search: A public corpus and results
  
  Daniel McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell
  
  Proceedings of the ACM International Conference on Multimodal Interaction | November 2017
  
  Publication Publication
- Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens
  
  Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco
  
  23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017
  
  Publication Publication Publication Video Project
- Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017
  
  Publication
- How Blocking Distractions Affects Workplace Focus and Productivity
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski
  
  UBICOMP/ISWC ’17 Adjunct Proceedings | September 2017
  
  Publication Publication
- MISC: A data set of information-seeking conversations
  
  Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell
  
  Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval | August 2017
  
  Publication
- Cardiolens: Remote Physiological Monitoring in a Mixed Reality Environment
  
  Daniel McDuff, Christophe Hurter
  
  ACM SIGGRAPH 2017 Emerging Technologies | July 2017
  
  ISBN: 10.1145/3084822.3084834
  
  Publication Publication Project
- Scribbling Intervention for Depression, Anxiety and Stress
  
  Efrat Gilad, Ran Gilad-Bachrach, Daniel McDuff, Mary Czerwinski
  
  MSR-TR-2017-19 | May 2017
  
  Published by Microsoft
  
  Presented at the 2nd Symposium on Computing and mental health
  
  Publication
- Machine learning for Precise Targeting of a Mobile Dialectical Behavior Therapy Skills Training Application
  
  Mary Czerwinski, Chelsey Wilks, Kael Rowan, Ann Paradiso, Arturo Toledo, Daniel McDuff, Marsha Linehan
  
  CHI 2017 | April 2017
  
  PDF
- An Exploratory Study Toward the Preferred Conversational Style for Compatible Virtual Agents
  
  Ameneh Shamekhi, Mary Czerwinski, Gloria Mark, Margeigh Novotny, Gregory Bennett
  
  Intelligent Virtual Agents | January 2017
  
  Publication
- Understanding the Breadth of the Event Space: Learning from Logan
  
  Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
  
  Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
  
  http://eventevent.github.io/
  
  Publication Publication Project
- Connected Health 2016: Emotion Sensing, the Next Big Trend?
  
  Mary Czerwinski
  
  Connected Health 2016 | October 2016
  
  Publication
- Challenges for designing notifications for affective computing systems
  
  Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark
  
  UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016
  
  ISBN: ISBN 978-1-4503-4462-3/16/09
  
  Publication Publication Publication
- Shining (Blue) Light on Creative Ability
  
  Mary Czerwinski, Paul Johns, Gloria Mark
  
  Ubicomp ’16 | September 2016
  
  ISBN: ACM 978-1-4503-4461-6/16/09
  
  Publication Publication Publication
- Brains or Beauty: How to Engender Trust in User-Agent Interactions
  
  Beste F Yuksel, Mary Czerwinski, Penny Collisson
  
  ACM Transactions on Internet Technology | September 2016
  
  Publication Publication Publication
- The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder
  
  Asta Roseway, Mary Czerwinski
  
  PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016
  
  Publication Publication Publication
- Personal and Social Considerations of Wearable Light Therapy for Seasonal Affective Disorder
  
  Halley Profita, Asta Roseway, Mary Czerwinski
  
  PervasiveHealth 2016, May 16-19, Cancun, Mexico | May 2016
  
  ISBN: DOI 10.4108/eai.16-5-2016.2263314
  
  Best Paper Pervasive Health 2016
  
  Publication
- Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016
  
  Publication DOI Project
- Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016
  
  Publication DOI
- The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress
  
  Mary Czerwinski, Paul Johns, Shamsi Iqbal
  
  ACM CHI 2016 | May 2016
  
  Publication Project
- Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention
  
  Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns
  
  WOODSTOCK ’97 | March 2016
  
  Best paper award
  
  Publication
- Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns
  
  ACM Digital Health | March 2016
  
  Publication Project
- HealthAware: An Advice System for Stress, Sleep, Diet and Exercise
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015
  
  Publication Publication Publication
- MoodTracker: Monitoring Collective Emotions in the Workplace
  
  Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski
  
  September 2015
  
  Publication Publication
- Stress is in the Eye of the Beholder
  
  Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano
  
  September 2015
  
  Publication Publication Publication
- The Activity Platform
  
  Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
  
  USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
  
  Publication
- Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns
  
  In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015
  
  Publication Publication DOI Project
- BioCrystal: An Ambient Tool for Emotion and Communication
  
  Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski
  
  IJMHCI | March 2015
  
  PDF
- Lightwear: An Exploration in Wearable Light Therapy
  
  Halley P. Profita, Asta Roseway, Mary Czerwinski
  
  TEI 2015 | January 2015
  
  ISBN: 978-1-4503-3305
  
  Publication Publication Publication
- SWARM: An Actuated Wearable for Mediating Affect
  
  Michele A. Williams, Asta Roseway, Chris O'Dowd, Mary Czerwinski, Meredith Ringel Morris
  
  Proceedings of TEI 2015 | January 2015
  
  Publication Video
- In Situ Cues for ADHD Parenting Strategies Using Mobile Technology
  
  Kael Rowan, Asta Roseway, Paul Johns, Mary Czerwinski, Gillian R. Hayes
  
  Pervasive Health 2014 | May 2014
  
  Best Paper Award
  
  Publication Publication
- PopTherapy: Coping with Stress through Pop-Culture
  
  Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
  
  IEEE 2014 | May 2014
  
  Publication
- Bored Tuesdays and Focused Afternoons: The Rhythm of Attention and Online Activity in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul John
  
  ACM Conference on Computer-Human Interaction | April 2014
  
  Publication
- Under Pressure: Sensing Stress of Computer Users
  
  Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski
  
  CHI 2014 | April 2014
  
  Publication
- Capturing the Mood: Facebook and Fast-to-Face Encounters in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns
  
  Proceedings of CSCW 2014 | February 2014
  
  Publication Project
- On Recovering the Structure of Affect
  
  Ashish Kapoor, Mary Czerwinski, Diana Lynn MacLean, Alex Zolotovitski
  
  Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013 | September 2013
  
  Publication Publication
- Visual Feedback on Nonverbal Communication: A Design Exploration with Healthcare Professionals
  
  , A. Hartzler, M. Czerwinski, W. Pratt, A. Back, Mary Czerwinski
  
  May 2013
  
  Publication
- Leveraging Visual Feedback from Social Signal Processing to Enhance Clinicians’ Nonverbal Skills
  
  Rupa A. Patel, Wanda Pratt, Andrea Hartzler, Anthony Back, Mary Czerwinski, Asta Roseway
  
  April 2013
  
  Publication
- Actuating Mood: Design of the Textile Mirror
  
  Felecia Davis, Asta Roseway, Erin Carroll, Mary Czerwinski
  
  TEI 2013 | February 2013
  
  Publication Publication
- Food and Mood: Just-in-Time Support for Emotional Eating
  
  Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel
  
  ACII 2013 | February 2013
  
  ISBN: 978-0-7695-5048-0
  
  Publication Publication Publication
- AffectAura: An Intelligent System for Emotional Memory
  
  Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway, Mary Czerwinski
  
  Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI ’12) | May 2012
  
  Publication DOI

- 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
- 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
- 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
- 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
- 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
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  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
- 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
- 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
- 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
- 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
- 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
- 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
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  ACM Transactions on Information Systems | August 2021, Vol 39(4)
  
  Article 39
  
  Publication
- MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
  
  Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  Publication Project Project Project Project
- AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
  
  Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  PDF Project
- Large Scale Analysis of Multitasking Behavior During Remote Meetings
  
  Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal, Mary Czerwinski, Priscilla Wong, Sean Rintel, Brent Hecht, Jaime Teevan, Longqi Yang
  
  CHI 2021 | May 2021
  
  Honorable Mention
  
  Publication DOI Project Project Project Project
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
  
  IUI | April 2021
  
  Publication
- ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
  
  Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
  
  IUI | April 2021
  
  Publication
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  WSDM | March 2021
  
  Preprint Project
- Social competence in conversational retrieval
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  Future Conversations | March 2021
  
  Publication
- Personal Productivity and Well-being – Chapter 2 of the 2021 New Future of Work report
  
  Jenna Butler, Mary Czerwinski, Shamsi Iqbal, Sonia Jaffe, Kate Nowak, Emily Peloquin, Longqi Yang
  
  The New Future of Work: Research from Microsoft on the Impact of the Pandemic on Work Practices, 2 | Published by Microsoft | 2021
  
  Publication Project Project Project Project
- Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
  
  Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
  
  Neural Information Processing Systems (NeurIPS) | December 2020
  
  Publication Video Github Project
- Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
  
  Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
  
  International Conference on Automatic Face and Gesture Recognition | November 2020
  
  Publication DOI
- Remote Work and Well-being
  
  Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan
  
  August 2020
  
  Publication Project
- A Teaching Language for Building Object Detection Models
  
  Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Understanding and Supporting Knowledge Decomposition for Machine Teaching
  
  Felicia Ng, Jina Suh, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Human-Centered Methods to Inform the Design of Information Technologies for Team-based Depression Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Gary Hsieh, Amy M. Bauer
  
  May 2020
  
  Publication Project
- Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
  
  ACM Conference on Supported Cooperative Work and Social Computing | May 2020
  
  Publication Project
- Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions
  
  Jessica Schroeder, Jina Suh, Chelsey Wilks, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
  
  EAI International Conference on Pervasive Computing Technologies for Healthcare | May 2020
  
  Publication Project
- Interactive machine teaching: a human-centered approach to building machine-learned models
  
  Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
  
  Human–Computer Interaction | April 2020
  
  Publication
- A Parallel Journeys Perspective on Technology-Supported Depression Care for Patients with Cancer
  
  Jina Suh, Amy M. Bauer, Jesse R. Fann, James Fogarty, Gary Hsieh, Spencer Williams
  
  April 2020
  
  Publication Project
- Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work
  
  Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi Iqbal
  
  ACM Conference on Human Factors in Computing Systems (CHI) | April 2020
  
  Publication Project Project
- Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work
  
  Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski
  
  Intelligent User Interfaces (IUI) | March 2020
  
  PDF Project
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  International Workshop on Conversational Approaches to Information Retrieval | March 2020
  
  An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.
  
  Publication
- Do Machine Teachers Dream of Algorithms?
  
  Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
  
  December 2019
  
  PDF
- Managing Stress: The Needs of Autistic Adults in Video Calling
  
  Annuska Zolyomi, Andrew Begel, Jennifer Frances Waldern, John Tang, Mike Barnett, Ed Cutrell, Daniel McDuff, Sean Andrist, Meredith Ringel Morris
  
  CSCW 2019 | November 2019
  
  Best Paper Honorable Mention
  
  Publication Project Project
- Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching
  
  Emily Wall, Soroush Ghorashi, Gonzalo Ramos
  
  Interact 2019 | September 2019
  
  PDF
- A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications
  
  Daniel McDuff, Kael Rowan, Piali Choudhury, Jessica Wolk, ThuVan Pham, Mary Czerwinski
  
  March 2019
  
  Publication
- Designing Emotionally Sentient Agents
  
  Daniel McDuff, Mary Czerwinski
  
  Communications of the ACM | December 2018, Vol 61(12): pp. 74-83
  
  Publication
- Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
  
  Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo Ramos
  
  Proceeding of the 2018 Designing of Interactive Systems Conference | June 2018
  
  Publication
- PocketSkills: A Conversational Mobile Web App to Support Dialectical Behavioral Therapy
  
  Jessica Schoeder, Chelsey Wilks, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, Marsha M. Linehan
  
  In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18) | April 2018
  
  Publication DOI Github Project
- Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception
  
  Jean Costa, Malte F. Jung, Mary Czerwinski, Francois Guimbretiere, Trinh Le, Tanzeem Choudhury
  
  CHI 2018 | April 2018
  
  Publication
- Emotional Dialogue Generation using Image-Grounded Language Models
  
  Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan
  
  CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018
  
  ISBN: 978-1-4503-5620-6/18/04
  
  Publication Publication
- Effects of Individual Differences in Blocking Workplace Distractions
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal
  
  2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018
  
  Publication DOI
- Style and alignment in information-seeking conversation
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark
  
  Proceedings of the Conference on Computer-Human Information Interaction and Retrieval | March 2018
  
  Publication Publication
- Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography
  
  Ethan B. Blackford, Justin R. Estepp, Daniel McDuff
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model
  
  Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- Multimodal analysis of vocal collaborative search: A public corpus and results
  
  Daniel McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell
  
  Proceedings of the ACM International Conference on Multimodal Interaction | November 2017
  
  Publication Publication
- Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens
  
  Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco
  
  23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017
  
  Publication Publication Publication Video Project
- Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017
  
  Publication
- How Blocking Distractions Affects Workplace Focus and Productivity
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski
  
  UBICOMP/ISWC ’17 Adjunct Proceedings | September 2017
  
  Publication Publication
- MISC: A data set of information-seeking conversations
  
  Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell
  
  Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval | August 2017
  
  Publication
- Cardiolens: Remote Physiological Monitoring in a Mixed Reality Environment
  
  Daniel McDuff, Christophe Hurter
  
  ACM SIGGRAPH 2017 Emerging Technologies | July 2017
  
  ISBN: 10.1145/3084822.3084834
  
  Publication Publication Project
- Scribbling Intervention for Depression, Anxiety and Stress
  
  Efrat Gilad, Ran Gilad-Bachrach, Daniel McDuff, Mary Czerwinski
  
  MSR-TR-2017-19 | May 2017
  
  Published by Microsoft
  
  Presented at the 2nd Symposium on Computing and mental health
  
  Publication
- Machine learning for Precise Targeting of a Mobile Dialectical Behavior Therapy Skills Training Application
  
  Mary Czerwinski, Chelsey Wilks, Kael Rowan, Ann Paradiso, Arturo Toledo, Daniel McDuff, Marsha Linehan
  
  CHI 2017 | April 2017
  
  PDF
- An Exploratory Study Toward the Preferred Conversational Style for Compatible Virtual Agents
  
  Ameneh Shamekhi, Mary Czerwinski, Gloria Mark, Margeigh Novotny, Gregory Bennett
  
  Intelligent Virtual Agents | January 2017
  
  Publication
- Understanding the Breadth of the Event Space: Learning from Logan
  
  Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
  
  Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
  
  http://eventevent.github.io/
  
  Publication Publication Project
- Connected Health 2016: Emotion Sensing, the Next Big Trend?
  
  Mary Czerwinski
  
  Connected Health 2016 | October 2016
  
  Publication
- Shining (Blue) Light on Creative Ability
  
  Mary Czerwinski, Paul Johns, Gloria Mark
  
  Ubicomp ’16 | September 2016
  
  ISBN: ACM 978-1-4503-4461-6/16/09
  
  Publication Publication Publication
- Challenges for designing notifications for affective computing systems
  
  Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark
  
  UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016
  
  ISBN: ISBN 978-1-4503-4462-3/16/09
  
  Publication Publication Publication
- Brains or Beauty: How to Engender Trust in User-Agent Interactions
  
  Beste F Yuksel, Mary Czerwinski, Penny Collisson
  
  ACM Transactions on Internet Technology | September 2016
  
  Publication Publication Publication
- The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder
  
  Asta Roseway, Mary Czerwinski
  
  PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016
  
  Publication Publication Publication
- Personal and Social Considerations of Wearable Light Therapy for Seasonal Affective Disorder
  
  Halley Profita, Asta Roseway, Mary Czerwinski
  
  PervasiveHealth 2016, May 16-19, Cancun, Mexico | May 2016
  
  ISBN: DOI 10.4108/eai.16-5-2016.2263314
  
  Best Paper Pervasive Health 2016
  
  Publication
- The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress
  
  Mary Czerwinski, Paul Johns, Shamsi Iqbal
  
  ACM CHI 2016 | May 2016
  
  Publication Project
- Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016
  
  Publication DOI Project
- Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016
  
  Publication DOI
- Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention
  
  Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns
  
  WOODSTOCK ’97 | March 2016
  
  Best paper award
  
  Publication
- Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns
  
  ACM Digital Health | March 2016
  
  Publication Project
- HealthAware: An Advice System for Stress, Sleep, Diet and Exercise
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015
  
  Publication Publication Publication
- Stress is in the Eye of the Beholder
  
  Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano
  
  September 2015
  
  Publication Publication Publication
- MoodTracker: Monitoring Collective Emotions in the Workplace
  
  Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski
  
  September 2015
  
  Publication Publication
- The Activity Platform
  
  Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
  
  USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
  
  Publication
- Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns
  
  In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015
  
  Publication Publication DOI Project
- BioCrystal: An Ambient Tool for Emotion and Communication
  
  Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski
  
  IJMHCI | March 2015
  
  PDF
- SWARM: An Actuated Wearable for Mediating Affect
  
  Michele A. Williams, Asta Roseway, Chris O'Dowd, Mary Czerwinski, Meredith Ringel Morris
  
  Proceedings of TEI 2015 | January 2015
  
  Publication Video
- Lightwear: An Exploration in Wearable Light Therapy
  
  Halley P. Profita, Asta Roseway, Mary Czerwinski
  
  TEI 2015 | January 2015
  
  ISBN: 978-1-4503-3305
  
  Publication Publication Publication
- In Situ Cues for ADHD Parenting Strategies Using Mobile Technology
  
  Kael Rowan, Asta Roseway, Paul Johns, Mary Czerwinski, Gillian R. Hayes
  
  Pervasive Health 2014 | May 2014
  
  Best Paper Award
  
  Publication Publication
- PopTherapy: Coping with Stress through Pop-Culture
  
  Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
  
  IEEE 2014 | May 2014
  
  Publication
- Under Pressure: Sensing Stress of Computer Users
  
  Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski
  
  CHI 2014 | April 2014
  
  Publication
- Bored Tuesdays and Focused Afternoons: The Rhythm of Attention and Online Activity in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul John
  
  ACM Conference on Computer-Human Interaction | April 2014
  
  Publication
- Capturing the Mood: Facebook and Fast-to-Face Encounters in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns
  
  Proceedings of CSCW 2014 | February 2014
  
  Publication Project
- Leveraging Visual Feedback from Social Signal Processing to Enhance Clinicians’ Nonverbal Skills
  
  Rupa A. Patel, Wanda Pratt, Andrea Hartzler, Anthony Back, Mary Czerwinski, Asta Roseway
  
  April 2013
  
  Publication
- Food and Mood: Just-in-Time Support for Emotional Eating
  
  Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel
  
  ACII 2013 | February 2013
  
  ISBN: 978-0-7695-5048-0
  
  Publication Publication Publication
- Actuating Mood: Design of the Textile Mirror
  
  Felecia Davis, Asta Roseway, Erin Carroll, Mary Czerwinski
  
  TEI 2013 | February 2013
  
  Publication Publication
- AffectAura: An Intelligent System for Emotional Memory
  
  Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway, Mary Czerwinski
  
  Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI ’12) | May 2012
  
  Publication DOI
- 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
- 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
  
  January 2024
  
  Preprint
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Using High-Fidelity Avatars to Advance Camera-based Cardiac Pulse Measurement
  
  Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis
  
  IEEE Transactions on Biomedical Engineering | February 2022, Vol 69(8): pp. 2646-2656
  
  Publication
- Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
  
  Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
  
  Publication Video
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
  
  IUI | April 2021
  
  Publication
- ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
  
  Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
  
  IUI | April 2021
  
  Publication
- Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
  
  Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
  
  Neural Information Processing Systems (NeurIPS) | December 2020
  
  Publication Video Github Project
- A Teaching Language for Building Object Detection Models
  
  Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Understanding and Supporting Knowledge Decomposition for Machine Teaching
  
  Felicia Ng, Jina Suh, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Interactive machine teaching: a human-centered approach to building machine-learned models
  
  Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
  
  Human–Computer Interaction | April 2020
  
  Publication
- Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work
  
  Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi Iqbal
  
  ACM Conference on Human Factors in Computing Systems (CHI) | April 2020
  
  Publication Project Project
- Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work
  
  Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski
  
  Intelligent User Interfaces (IUI) | March 2020
  
  PDF Project
- Do Machine Teachers Dream of Algorithms?
  
  Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
  
  December 2019
  
  PDF
- Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching
  
  Emily Wall, Soroush Ghorashi, Gonzalo Ramos
  
  Interact 2019 | September 2019
  
  PDF
- Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards
  
  Daniel McDuff, Ashish Kapoor
  
  ICLR 2019 | April 2019
  
  Publication
- Designing Emotionally Sentient Agents
  
  Daniel McDuff, Mary Czerwinski
  
  Communications of the ACM | December 2018, Vol 61(12): pp. 74-83
  
  Publication
- Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
  
  Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo Ramos
  
  Proceeding of the 2018 Designing of Interactive Systems Conference | June 2018
  
  Publication
- Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention
  
  Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns
  
  WOODSTOCK ’97 | March 2016
  
  Best paper award
  
  Publication
- BioCrystal: An Ambient Tool for Emotion and Communication
  
  Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski
  
  IJMHCI | March 2015
  
  PDF
- PopTherapy: Coping with Stress through Pop-Culture
  
  Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
  
  IEEE 2014 | May 2014
  
  Publication
- On Recovering the Structure of Affect
  
  Ashish Kapoor, Mary Czerwinski, Diana Lynn MacLean, Alex Zolotovitski
  
  Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013 | September 2013
  
  Publication Publication
- 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
- 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
- MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
  
  Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  Publication Project Project Project Project
- Large Scale Analysis of Multitasking Behavior During Remote Meetings
  
  Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal, Mary Czerwinski, Priscilla Wong, Sean Rintel, Brent Hecht, Jaime Teevan, Longqi Yang
  
  CHI 2021 | May 2021
  
  Honorable Mention
  
  Publication DOI Project Project Project Project
- Personal Productivity and Well-being – Chapter 2 of the 2021 New Future of Work report
  
  Jenna Butler, Mary Czerwinski, Shamsi Iqbal, Sonia Jaffe, Kate Nowak, Emily Peloquin, Longqi Yang
  
  The New Future of Work: Research from Microsoft on the Impact of the Pandemic on Work Practices, 2 | Published by Microsoft | 2021
  
  Publication Project Project Project Project
- Remote Work and Well-being
  
  Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan
  
  August 2020
  
  Publication Project
- Designing Emotionally Sentient Agents
  
  Daniel McDuff, Mary Czerwinski
  
  Communications of the ACM | December 2018, Vol 61(12): pp. 74-83
  
  Publication
- PocketSkills: A Conversational Mobile Web App to Support Dialectical Behavioral Therapy
  
  Jessica Schoeder, Chelsey Wilks, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, Marsha M. Linehan
  
  In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18) | April 2018
  
  Publication DOI Github Project
- Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception
  
  Jean Costa, Malte F. Jung, Mary Czerwinski, Francois Guimbretiere, Trinh Le, Tanzeem Choudhury
  
  CHI 2018 | April 2018
  
  Publication
- Emotional Dialogue Generation using Image-Grounded Language Models
  
  Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan
  
  CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018
  
  ISBN: 978-1-4503-5620-6/18/04
  
  Publication Publication
- Effects of Individual Differences in Blocking Workplace Distractions
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal
  
  2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018
  
  Publication DOI
- Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017
  
  Publication
- An Exploratory Study Toward the Preferred Conversational Style for Compatible Virtual Agents
  
  Ameneh Shamekhi, Mary Czerwinski, Gloria Mark, Margeigh Novotny, Gregory Bennett
  
  Intelligent Virtual Agents | January 2017
  
  Publication
- Shining (Blue) Light on Creative Ability
  
  Mary Czerwinski, Paul Johns, Gloria Mark
  
  Ubicomp ’16 | September 2016
  
  ISBN: ACM 978-1-4503-4461-6/16/09
  
  Publication Publication Publication
- Challenges for designing notifications for affective computing systems
  
  Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark
  
  UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016
  
  ISBN: ISBN 978-1-4503-4462-3/16/09
  
  Publication Publication Publication
- Brains or Beauty: How to Engender Trust in User-Agent Interactions
  
  Beste F Yuksel, Mary Czerwinski, Penny Collisson
  
  ACM Transactions on Internet Technology | September 2016
  
  Publication Publication Publication
- The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress
  
  Mary Czerwinski, Paul Johns, Shamsi Iqbal
  
  ACM CHI 2016 | May 2016
  
  Publication Project
- Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016
  
  Publication DOI Project
- Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016
  
  Publication DOI
- Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention
  
  Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns
  
  WOODSTOCK ’97 | March 2016
  
  Best paper award
  
  Publication
- Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns
  
  ACM Digital Health | March 2016
  
  Publication Project
- HealthAware: An Advice System for Stress, Sleep, Diet and Exercise
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015
  
  Publication Publication Publication
- Stress is in the Eye of the Beholder
  
  Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano
  
  September 2015
  
  Publication Publication Publication
- MoodTracker: Monitoring Collective Emotions in the Workplace
  
  Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski
  
  September 2015
  
  Publication Publication
- The Activity Platform
  
  Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
  
  USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
  
  Publication
- Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns
  
  In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015
  
  Publication Publication DOI Project
- BioCrystal: An Ambient Tool for Emotion and Communication
  
  Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski
  
  IJMHCI | March 2015
  
  PDF
- SWARM: An Actuated Wearable for Mediating Affect
  
  Michele A. Williams, Asta Roseway, Chris O'Dowd, Mary Czerwinski, Meredith Ringel Morris
  
  Proceedings of TEI 2015 | January 2015
  
  Publication Video
- Lightwear: An Exploration in Wearable Light Therapy
  
  Halley P. Profita, Asta Roseway, Mary Czerwinski
  
  TEI 2015 | January 2015
  
  ISBN: 978-1-4503-3305
  
  Publication Publication Publication
- In Situ Cues for ADHD Parenting Strategies Using Mobile Technology
  
  Kael Rowan, Asta Roseway, Paul Johns, Mary Czerwinski, Gillian R. Hayes
  
  Pervasive Health 2014 | May 2014
  
  Best Paper Award
  
  Publication Publication
- Food and Mood: Just-in-Time Support for Emotional Eating
  
  Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel
  
  ACII 2013 | February 2013
  
  ISBN: 978-0-7695-5048-0
  
  Publication Publication Publication
- 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
- Using High-Fidelity Avatars to Advance Camera-based Cardiac Pulse Measurement
  
  Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis
  
  IEEE Transactions on Biomedical Engineering | February 2022, Vol 69(8): pp. 2646-2656
  
  Publication
- Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
  
  Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
  
  Neural Information Processing Systems (NeurIPS) | December 2020
  
  Publication Video Github Project
- Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
  
  Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
  
  International Conference on Automatic Face and Gesture Recognition | November 2020
  
  Publication DOI
- Emotional Dialogue Generation using Image-Grounded Language Models
  
  Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan
  
  CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018
  
  ISBN: 978-1-4503-5620-6/18/04
  
  Publication Publication
- Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens
  
  Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco
  
  23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017
  
  Publication Publication Publication Video Project
- AffectAura: An Intelligent System for Emotional Memory
  
  Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway, Mary Czerwinski
  
  Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI ’12) | May 2012
  
  Publication DOI
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  ACM Transactions on Information Systems | August 2021, Vol 39(4)
  
  Article 39
  
  Publication
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  WSDM | March 2021
  
  Preprint Project
- Social competence in conversational retrieval
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  Future Conversations | March 2021
  
  Publication
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  International Workshop on Conversational Approaches to Information Retrieval | March 2020
  
  An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.
  
  Publication
- Emotional Dialogue Generation using Image-Grounded Language Models
  
  Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan
  
  CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018
  
  ISBN: 978-1-4503-5620-6/18/04
  
  Publication Publication
- Style and alignment in information-seeking conversation
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark
  
  Proceedings of the Conference on Computer-Human Information Interaction and Retrieval | March 2018
  
  Publication Publication
- Multimodal analysis of vocal collaborative search: A public corpus and results
  
  Daniel McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell
  
  Proceedings of the ACM International Conference on Multimodal Interaction | November 2017
  
  Publication Publication
- MISC: A data set of information-seeking conversations
  
  Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell
  
  Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval | August 2017
  
  Publication
- The Activity Platform
  
  Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
  
  USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
  
  Publication
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
  
  IUI | April 2021
  
  Publication
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  International Workshop on Conversational Approaches to Information Retrieval | March 2020
  
  An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.
  
  Publication
- Designing Emotionally Sentient Agents
  
  Daniel McDuff, Mary Czerwinski
  
  Communications of the ACM | December 2018, Vol 61(12): pp. 74-83
  
  Publication
- Emotional Dialogue Generation using Image-Grounded Language Models
  
  Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan
  
  CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018
  
  ISBN: 978-1-4503-5620-6/18/04
  
  Publication Publication
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
  
  IUI | April 2021
  
  Publication
- Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
  
  Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
  
  Neural Information Processing Systems (NeurIPS) | December 2020
  
  Publication Video Github Project
- Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
  
  Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
  
  International Conference on Automatic Face and Gesture Recognition | November 2020
  
  Publication DOI
- Human-Centered Methods to Inform the Design of Information Technologies for Team-based Depression Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Gary Hsieh, Amy M. Bauer
  
  May 2020
  
  Publication Project
- Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
  
  ACM Conference on Supported Cooperative Work and Social Computing | May 2020
  
  Publication Project
- Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions
  
  Jessica Schroeder, Jina Suh, Chelsey Wilks, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
  
  EAI International Conference on Pervasive Computing Technologies for Healthcare | May 2020
  
  Publication Project
- A Parallel Journeys Perspective on Technology-Supported Depression Care for Patients with Cancer
  
  Jina Suh, Amy M. Bauer, Jesse R. Fann, James Fogarty, Gary Hsieh, Spencer Williams
  
  April 2020
  
  Publication Project
- Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography
  
  Ethan B. Blackford, Justin R. Estepp, Daniel McDuff
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model
  
  Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017
  
  Publication
- Cardiolens: Remote Physiological Monitoring in a Mixed Reality Environment
  
  Daniel McDuff, Christophe Hurter
  
  ACM SIGGRAPH 2017 Emerging Technologies | July 2017
  
  ISBN: 10.1145/3084822.3084834
  
  Publication Publication Project
- Shining (Blue) Light on Creative Ability
  
  Mary Czerwinski, Paul Johns, Gloria Mark
  
  Ubicomp ’16 | September 2016
  
  ISBN: ACM 978-1-4503-4461-6/16/09
  
  Publication Publication Publication
- Challenges for designing notifications for affective computing systems
  
  Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark
  
  UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016
  
  ISBN: ISBN 978-1-4503-4462-3/16/09
  
  Publication Publication Publication
- The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder
  
  Asta Roseway, Mary Czerwinski
  
  PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016
  
  Publication Publication Publication
- The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress
  
  Mary Czerwinski, Paul Johns, Shamsi Iqbal
  
  ACM CHI 2016 | May 2016
  
  Publication Project
- Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016
  
  Publication DOI Project
- Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016
  
  Publication DOI
- Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention
  
  Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns
  
  WOODSTOCK ’97 | March 2016
  
  Best paper award
  
  Publication
- Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns
  
  ACM Digital Health | March 2016
  
  Publication Project
- HealthAware: An Advice System for Stress, Sleep, Diet and Exercise
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015
  
  Publication Publication Publication
- Stress is in the Eye of the Beholder
  
  Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano
  
  September 2015
  
  Publication Publication Publication
- MoodTracker: Monitoring Collective Emotions in the Workplace
  
  Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski
  
  September 2015
  
  Publication Publication
- Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns
  
  In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015
  
  Publication Publication DOI Project
- BioCrystal: An Ambient Tool for Emotion and Communication
  
  Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski
  
  IJMHCI | March 2015
  
  PDF
- Lightwear: An Exploration in Wearable Light Therapy
  
  Halley P. Profita, Asta Roseway, Mary Czerwinski
  
  TEI 2015 | January 2015
  
  ISBN: 978-1-4503-3305
  
  Publication Publication Publication
- PopTherapy: Coping with Stress through Pop-Culture
  
  Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
  
  IEEE 2014 | May 2014
  
  Publication
- Leveraging Visual Feedback from Social Signal Processing to Enhance Clinicians’ Nonverbal Skills
  
  Rupa A. Patel, Wanda Pratt, Andrea Hartzler, Anthony Back, Mary Czerwinski, Asta Roseway
  
  April 2013
  
  Publication
- Food and Mood: Just-in-Time Support for Emotional Eating
  
  Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel
  
  ACII 2013 | February 2013
  
  ISBN: 978-0-7695-5048-0
  
  Publication Publication Publication
- The Activity Platform
  
  Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
  
  USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
  
  Publication
- Emotional Dialogue Generation using Image-Grounded Language Models
  
  Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan
  
  CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018
  
  ISBN: 978-1-4503-5620-6/18/04
  
  Publication Publication
- Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography
  
  Ethan B. Blackford, Justin R. Estepp, Daniel McDuff
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model
  
  Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens
  
  Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco
  
  23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017
  
  Publication Publication Publication Video Project
- Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens
  
  Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco
  
  23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017
  
  Publication Publication Publication Video Project
- The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder
  
  Asta Roseway, Mary Czerwinski
  
  PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016
  
  Publication Publication Publication
- Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention
  
  Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns
  
  WOODSTOCK ’97 | March 2016
  
  Best paper award
  
  Publication
- Understanding the Breadth of the Event Space: Learning from Logan
  
  Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
  
  Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
  
  http://eventevent.github.io/
  
  Publication Publication Project
- Visual Feedback on Nonverbal Communication: A Design Exploration with Healthcare Professionals
  
  , A. Hartzler, M. Czerwinski, W. Pratt, A. Back, Mary Czerwinski
  
  May 2013
  
  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
- 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
- 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
- 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
- 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
- Using High-Fidelity Avatars to Advance Camera-based Cardiac Pulse Measurement
  
  Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis
  
  IEEE Transactions on Biomedical Engineering | February 2022, Vol 69(8): pp. 2646-2656
  
  Publication
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  ACM Transactions on Information Systems | August 2021, Vol 39(4)
  
  Article 39
  
  Publication
- Interactive machine teaching: a human-centered approach to building machine-learned models
  
  Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
  
  Human–Computer Interaction | April 2020
  
  Publication
- Designing Emotionally Sentient Agents
  
  Daniel McDuff, Mary Czerwinski
  
  Communications of the ACM | December 2018, Vol 61(12): pp. 74-83
  
  Publication
- Brains or Beauty: How to Engender Trust in User-Agent Interactions
  
  Beste F Yuksel, Mary Czerwinski, Penny Collisson
  
  ACM Transactions on Internet Technology | September 2016
  
  Publication Publication 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Guidelines for Assessing and Minimizing Risks of Emotion Recognition Applications
  
  Javier Hernandez, Josh Lovejoy, Daniel McDuff, Jina Suh, Tim O'Brien, Arathi Sethumadhavan, Gretchen Greene, Rosalind Picard, Mary Czerwinski
  
  International Conference on Affective Computing & Intelligent Interaction (ACII 2021) | October 2021
  
  Publication Video
- MeetingCoach: An Intelligent Dashboard for Supporting Effective and Inclusive Meetings
  
  Samiha Samrose, Daniel McDuff, Robert Sim, Jina Suh, Kael Rowan, Javier Hernandez, Sean Rintel, Kevin Moynihan, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  Publication Project Project Project Project
- AffectiveSpotlight: Facilitating the Communication of Affective Responses from Audience Members during Online Presentations
  
  Prasanth Murali, Javier Hernandez, Daniel McDuff, Kael Rowan, Jina Suh, Mary Czerwinski
  
  CHI 2021 | May 2021
  
  PDF Project
- Large Scale Analysis of Multitasking Behavior During Remote Meetings
  
  Hancheng Cao, Chia-Jung Lee, Shamsi Iqbal, Mary Czerwinski, Priscilla Wong, Sean Rintel, Brent Hecht, Jaime Teevan, Longqi Yang
  
  CHI 2021 | May 2021
  
  Honorable Mention
  
  Publication DOI Project Project Project Project
- DIY: Assessing the Correctness of Natural Language to SQL Systems
  
  Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
  
  IUI | April 2021
  
  Publication
- ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
  
  Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
  
  IUI | April 2021
  
  Publication
- Population-Scale Study of Human Needs During the COVID-19 Pandemic: Analysis and Implications
  
  Jina Suh, Eric Horvitz, Ryen W. White, Tim Althoff
  
  WSDM | March 2021
  
  Preprint Project
- Social competence in conversational retrieval
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  Future Conversations | March 2021
  
  Publication
- Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement
  
  Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff
  
  Neural Information Processing Systems (NeurIPS) | December 2020
  
  Publication Video Github Project
- Spatio-Temporal Attention and Magnification for Classification of Parkinson’s Disease from Videos Collected via the Internet
  
  Mohammad Rafayet Ali, Javier Hernandez, E. Ray Dorsey, Ehsan Hoque, Daniel McDuff
  
  International Conference on Automatic Face and Gesture Recognition | November 2020
  
  Publication DOI
- A Teaching Language for Building Object Detection Models
  
  Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Understanding and Supporting Knowledge Decomposition for Machine Teaching
  
  Felicia Ng, Jina Suh, Gonzalo Ramos
  
  ACM conference on Designing Interactive Systems (DIS) | July 2020
  
  Publication
- Parallel Journeys of Patients with Cancer and Depression: Challenges and Opportunities for Technology-Enabled Collaborative Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Amy M. Bauer, Gary Hsieh
  
  ACM Conference on Supported Cooperative Work and Social Computing | May 2020
  
  Publication Project
- Data-Driven Implications for Translating Evidence-Based Psychotherapies into Technology-Delivered Interventions
  
  Jessica Schroeder, Jina Suh, Chelsey Wilks, Mary Czerwinski, Sean A. Munson, James Fogarty, Tim Althoff
  
  EAI International Conference on Pervasive Computing Technologies for Healthcare | May 2020
  
  Publication Project
- Optimizing for Happiness and Productivity: Modeling Opportune Moments for Transitions and Breaks at Work
  
  Harmanpreet Kaur, Alex C. Williams, Daniel McDuff, Mary Czerwinski, Jaime Teevan, Shamsi Iqbal
  
  ACM Conference on Human Factors in Computing Systems (CHI) | April 2020
  
  Publication Project Project
- Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work
  
  Ted Grover, Kael Rowan, Jina Suh, Daniel McDuff, Mary Czerwinski
  
  Intelligent User Interfaces (IUI) | March 2020
  
  PDF Project
- Theories of conversation for conversational IR
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell
  
  International Workshop on Conversational Approaches to Information Retrieval | March 2020
  
  An extended version of this paper also appears as Thomas et al., ACM Trans. Info. Sys. 39(2), 2021: https://dl.acm.org/doi/pdf/10.1145/3439869.
  
  Publication
- Managing Stress: The Needs of Autistic Adults in Video Calling
  
  Annuska Zolyomi, Andrew Begel, Jennifer Frances Waldern, John Tang, Mike Barnett, Ed Cutrell, Daniel McDuff, Sean Andrist, Meredith Ringel Morris
  
  CSCW 2019 | November 2019
  
  Best Paper Honorable Mention
  
  Publication Project Project
- Using Expert Patterns in Assisted Interactive Machine Learning: A Study in Machine Teaching
  
  Emily Wall, Soroush Ghorashi, Gonzalo Ramos
  
  Interact 2019 | September 2019
  
  PDF
- Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards
  
  Daniel McDuff, Ashish Kapoor
  
  ICLR 2019 | April 2019
  
  Publication
- Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models
  
  Qian Yang, Jina Suh, Nan-Chen Chen, Gonzalo Ramos
  
  Proceeding of the 2018 Designing of Interactive Systems Conference | June 2018
  
  Publication
- PocketSkills: A Conversational Mobile Web App to Support Dialectical Behavioral Therapy
  
  Jessica Schoeder, Chelsey Wilks, Kael Rowan, Arturo Toledo, Ann Paradiso, Mary Czerwinski, Gloria Mark, Marsha M. Linehan
  
  In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI ’18) | April 2018
  
  Publication DOI Github Project
- Regulating Feelings During Interpersonal Conflicts by Changing Voice Self-perception
  
  Jean Costa, Malte F. Jung, Mary Czerwinski, Francois Guimbretiere, Trinh Le, Tanzeem Choudhury
  
  CHI 2018 | April 2018
  
  Publication
- Emotional Dialogue Generation using Image-Grounded Language Models
  
  Bernd Huber, Daniel McDuff, Chris Brockett, Michel Galley, Bill Dolan
  
  CHI 2018, April 21–26, 2018, Montreal, QC, Canada | April 2018
  
  ISBN: 978-1-4503-5620-6/18/04
  
  Publication Publication
- Effects of Individual Differences in Blocking Workplace Distractions
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal
  
  2018 ACM Conference on Human Factors in Computing Systems (CHI) | April 2018
  
  Publication DOI
- Style and alignment in information-seeking conversation
  
  Paul Thomas, Mary Czerwinski, Daniel McDuff, Nick Craswell, Gloria Mark
  
  Proceedings of the Conference on Computer-Human Information Interaction and Retrieval | March 2018
  
  Publication Publication
- Remote spectral measurements of the blood volume pulse with applications for imaging photoplethysmography
  
  Ethan B. Blackford, Justin R. Estepp, Daniel McDuff
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- A Fast Non-Contact Imaging Photoplethysmography Method Using a Tissue-like Model
  
  Daniel McDuff, Ethan B. Blackford, Justin R. Estepp, Izumi Nishidate
  
  SPIE BiOS, 2018 | February 2018
  
  Publication Publication
- Multimodal analysis of vocal collaborative search: A public corpus and results
  
  Daniel McDuff, Paul Thomas, Mary Czerwinski, Nick Craswell
  
  Proceedings of the ACM International Conference on Multimodal Interaction | November 2017
  
  Publication Publication
- Pulse and Vital Sign Measurement in Mixed Reality using a HoloLens
  
  Daniel McDuff, Chrisophe Hurter, Mar Gonzalez Franco
  
  23rd ACM Symposium on Virtual Reality Software and Technology (VRST) | November 2017
  
  Publication Publication Publication Video Project
- Designing Opportune Stress Intervention Delivery Timing using Multi-modal Data
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction (ACII ’17) | October 2017
  
  Publication
- How Blocking Distractions Affects Workplace Focus and Productivity
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski
  
  UBICOMP/ISWC ’17 Adjunct Proceedings | September 2017
  
  Publication Publication
- MISC: A data set of information-seeking conversations
  
  Paul Thomas, Daniel McDuff, Mary Czerwinski, Nick Craswell
  
  Proceedings of the 1st International Workshop on Conversational Approaches to Information Retrieval | August 2017
  
  Publication
- Cardiolens: Remote Physiological Monitoring in a Mixed Reality Environment
  
  Daniel McDuff, Christophe Hurter
  
  ACM SIGGRAPH 2017 Emerging Technologies | July 2017
  
  ISBN: 10.1145/3084822.3084834
  
  Publication Publication Project
- Machine learning for Precise Targeting of a Mobile Dialectical Behavior Therapy Skills Training Application
  
  Mary Czerwinski, Chelsey Wilks, Kael Rowan, Ann Paradiso, Arturo Toledo, Daniel McDuff, Marsha Linehan
  
  CHI 2017 | April 2017
  
  PDF
- An Exploratory Study Toward the Preferred Conversational Style for Compatible Virtual Agents
  
  Ameneh Shamekhi, Mary Czerwinski, Gloria Mark, Margeigh Novotny, Gregory Bennett
  
  Intelligent Virtual Agents | January 2017
  
  Publication
- Understanding the Breadth of the Event Space: Learning from Logan
  
  Danyel Fisher, Steven Drucker, Mary Czerwinski, Robert DeLIne, Kael Rowan
  
  Proceedings of the Event Event: Temporal & Sequential Event Analysis. IEEE VIS 2016 Workshop | October 2016
  
  http://eventevent.github.io/
  
  Publication Publication Project
- Connected Health 2016: Emotion Sensing, the Next Big Trend?
  
  Mary Czerwinski
  
  Connected Health 2016 | October 2016
  
  Publication
- Shining (Blue) Light on Creative Ability
  
  Mary Czerwinski, Paul Johns, Gloria Mark
  
  Ubicomp ’16 | September 2016
  
  ISBN: ACM 978-1-4503-4461-6/16/09
  
  Publication Publication Publication
- Challenges for designing notifications for affective computing systems
  
  Ran Gilad-Bachrach, Mary Czerwinski, Shamsi Iqbal, Gloria Mark
  
  UBICOMP/ISWC ’16 Adjunct Proceedings | September 2016
  
  ISBN: ISBN 978-1-4503-4462-3/16/09
  
  Publication Publication Publication
- The Social Comfort of Wearable Light Therapy for Seasonal Affective Disorder
  
  Asta Roseway, Mary Czerwinski
  
  PervasiveHealth 2016, May 16-19, Cancun, Mexico | July 2016
  
  Publication Publication Publication
- Personal and Social Considerations of Wearable Light Therapy for Seasonal Affective Disorder
  
  Halley Profita, Asta Roseway, Mary Czerwinski
  
  PervasiveHealth 2016, May 16-19, Cancun, Mexico | May 2016
  
  ISBN: DOI 10.4108/eai.16-5-2016.2263314
  
  Best Paper Pervasive Health 2016
  
  Publication
- The Cost of Email Use in the Workplace: Lower Productivity and Higher Stress
  
  Mary Czerwinski, Paul Johns, Shamsi Iqbal
  
  ACM CHI 2016 | May 2016
  
  Publication Project
- Email Duration, Batching and Self-interruption: Patterns of Email Use on Productivity and Stress
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  CHI ’16 Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems | May 2016
  
  Publication DOI Project
- Neurotics Can’t Focus: An in situ Study of Online Multitasking in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns, Akane Sano
  
  Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI ’16) | May 2016
  
  Publication DOI
- Predicting “About-to-Eat” Moments for Just-in-Time Eating Intervention
  
  Tauhidur Rahman, Mary Czerwinski, Ran Gilad-Bachrach, Paul Johns
  
  WOODSTOCK ’97 | March 2016
  
  Best paper award
  
  Publication
- Workplace Indicators of Mood: Behavioral and Cognitive Correlates of Mood Among Information Workers
  
  Gloria Mark, Mary Czerwinski, Shamsi Iqbal, Paul Johns
  
  ACM Digital Health | March 2016
  
  Publication Project
- HealthAware: An Advice System for Stress, Sleep, Diet and Exercise
  
  Akane Sano, Paul Johns, Mary Czerwinski
  
  ACII 2016: Affective Computing and Intelligent Interaction, 2015 International Conference on | September 2015
  
  Publication Publication Publication
- Stress is in the Eye of the Beholder
  
  Anonymous ACII submission, Yuliya Lutchyn, Paul Johns, Mary Czerwinski, Shamsi Iqbal, Gloria Mark, Akane Sano
  
  September 2015
  
  Publication Publication Publication
- MoodTracker: Monitoring Collective Emotions in the Workplace
  
  Yuliya Lutchyn, Paul Johns, Asta Roseway, Mary Czerwinski
  
  September 2015
  
  Publication Publication
- The Activity Platform
  
  Helen Wang, Alexander Moshchuk, Michael Gamon, Mona Haraty, Shamsi Iqbal, Eli T. Brown, Ashish Kapoor, Chris Meek, Eric Chen, Yuan Tian, Jaime Teevan, Mary Czerwinski, Susan Dumais
  
  USENIX 15th Workshop on Hot Topics in Operating Systems (HotOS XV) | May 2015
  
  Publication
- Focused, Aroused, but so Distractible: A Temporal Perspective on Multitasking and Communications
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns
  
  In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW ’15) | March 2015
  
  Publication Publication DOI Project
- BioCrystal: An Ambient Tool for Emotion and Communication
  
  Asta Roseway, Yuliya Lutchyn, Paul Johns, Elizabeth Mynatt, Mary Czerwinski
  
  IJMHCI | March 2015
  
  PDF
- SWARM: An Actuated Wearable for Mediating Affect
  
  Michele A. Williams, Asta Roseway, Chris O'Dowd, Mary Czerwinski, Meredith Ringel Morris
  
  Proceedings of TEI 2015 | January 2015
  
  Publication Video
- Lightwear: An Exploration in Wearable Light Therapy
  
  Halley P. Profita, Asta Roseway, Mary Czerwinski
  
  TEI 2015 | January 2015
  
  ISBN: 978-1-4503-3305
  
  Publication Publication Publication
- In Situ Cues for ADHD Parenting Strategies Using Mobile Technology
  
  Kael Rowan, Asta Roseway, Paul Johns, Mary Czerwinski, Gillian R. Hayes
  
  Pervasive Health 2014 | May 2014
  
  Best Paper Award
  
  Publication Publication
- PopTherapy: Coping with Stress through Pop-Culture
  
  Pablo Paredes, Ran Gilad-Bachrach, Javier Hernandez, Mary Czerwinski, Asta Roseway
  
  IEEE 2014 | May 2014
  
  Publication
- Under Pressure: Sensing Stress of Computer Users
  
  Javier Hernandez, Pablo Paredes, Asta Roseway, Mary Czerwinski
  
  CHI 2014 | April 2014
  
  Publication
- Bored Tuesdays and Focused Afternoons: The Rhythm of Attention and Online Activity in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul John
  
  ACM Conference on Computer-Human Interaction | April 2014
  
  Publication
- Capturing the Mood: Facebook and Fast-to-Face Encounters in the Workplace
  
  Gloria Mark, Shamsi Iqbal, Mary Czerwinski, Paul Johns
  
  Proceedings of CSCW 2014 | February 2014
  
  Publication Project
- On Recovering the Structure of Affect
  
  Ashish Kapoor, Mary Czerwinski, Diana Lynn MacLean, Alex Zolotovitski
  
  Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013 | September 2013
  
  Publication Publication
- Visual Feedback on Nonverbal Communication: A Design Exploration with Healthcare Professionals
  
  , A. Hartzler, M. Czerwinski, W. Pratt, A. Back, Mary Czerwinski
  
  May 2013
  
  Publication
- Leveraging Visual Feedback from Social Signal Processing to Enhance Clinicians’ Nonverbal Skills
  
  Rupa A. Patel, Wanda Pratt, Andrea Hartzler, Anthony Back, Mary Czerwinski, Asta Roseway
  
  April 2013
  
  Publication
- Food and Mood: Just-in-Time Support for Emotional Eating
  
  Erin A. Carroll, Mary Czerwinski, Asta Roseway, Ashish Kapoor, Paul Johns, Kael Rowan, m.c. Schraefel
  
  ACII 2013 | February 2013
  
  ISBN: 978-0-7695-5048-0
  
  Publication Publication Publication
- Actuating Mood: Design of the Textile Mirror
  
  Felecia Davis, Asta Roseway, Erin Carroll, Mary Czerwinski
  
  TEI 2013 | February 2013
  
  Publication Publication
- AffectAura: An Intelligent System for Emotional Memory
  
  Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway, Mary Czerwinski
  
  Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI ’12) | May 2012
  
  Publication DOI
- 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
  
  January 2024
  
  Preprint
- Affective Conversational Agents: Understanding Expectations and Personal Influences
  
  Javier Hernandez, Jina Suh, Judith Amores, Kael Rowan, Gonzalo Ramos, Mary Czerwinski
  
  October 2023
  
  ArXiv
  
  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
- Personal Productivity and Well-being – Chapter 2 of the 2021 New Future of Work report
  
  Jenna Butler, Mary Czerwinski, Shamsi Iqbal, Sonia Jaffe, Kate Nowak, Emily Peloquin, Longqi Yang
  
  The New Future of Work: Research from Microsoft on the Impact of the Pandemic on Work Practices, 2 | Published by Microsoft | 2021
  
  Publication Project Project Project Project
- Remote Work and Well-being
  
  Shamsi Iqbal, Jina Suh, Mary Czerwinski, Gloria Mark, Jaime Teevan
  
  August 2020
  
  Publication Project
- Human-Centered Methods to Inform the Design of Information Technologies for Team-based Depression Care
  
  Jina Suh, Spencer Williams, Jesse R. Fann, James Fogarty, Gary Hsieh, Amy M. Bauer
  
  May 2020
  
  Publication Project
- A Parallel Journeys Perspective on Technology-Supported Depression Care for Patients with Cancer
  
  Jina Suh, Amy M. Bauer, Jesse R. Fann, James Fogarty, Gary Hsieh, Spencer Williams
  
  April 2020
  
  Publication Project
- Do Machine Teachers Dream of Algorithms?
  
  Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
  
  December 2019
  
  PDF
- A Multimodal Emotion Sensing Platform for Building Emotion-Aware Applications
  
  Daniel McDuff, Kael Rowan, Piali Choudhury, Jessica Wolk, ThuVan Pham, Mary Czerwinski
  
  March 2019
  
  Publication
- Scribbling Intervention for Depression, Anxiety and Stress
  
  Efrat Gilad, Ran Gilad-Bachrach, Daniel McDuff, Mary Czerwinski
  
  MSR-TR-2017-19 | May 2017
  
  Published by Microsoft
  
  Presented at the 2nd Symposium on Computing and mental health
  
  Publication