illustration of a pie graph and column graph on top of a computer on a green gradient background

Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

Current selections

Sort by: Most recent

Clear selections

Search within these results

Content Types

People

Surajit Chaudhuri (118)

Qingwei Lin 林庆维 (88)

Dongmei Zhang (85)

Nathalie Henry Riche (68)

Badrish Chandramouli (67)

Wentao Wu (65)

Vivek Narasayya (64)

Yeye He (55)

Phil Bernstein (42)

Sumit Gulwani (35)

Shi Han (34)

Xing Xie (34)

Carlo Curino (33)

Jim Gray (31)

Avrilia Floratou (31)

Rathijit Sen (30)

Johannes Gehrke (29)

Yinan Li (29)

Nicolas Bruno (27)

Yiwen Zhu (24)

Arnd Christian König (23)

Bo Qiao (23)

Yu Kang (23)

Subru Krishnan (22)

Weiwei Cui (22)

Saravan Rajmohan (22)

Darren Edge (21)

Matteo Interlandi (21)

Robert DeLIne (20)

Wei Chen (20)

Pu Zhao (19)

Chris White (18)

Haoyu Dong (18)

Si Qin (18)

Jonathan Larson (16)

Suman Nath (16)

Brian Kroth (16)

Jesús Camacho-Rodríguez (16)

Raghav Kaushik (15)

Scott Counts (14)

Karthik Ramachandra (14)

Juan M. Lavista Ferres (14)

Venkatesh Emani (14)

Mukul Singh (14)

Emre Kiciman (13)

Manoj Syamala (13)

Vu Le (13)

Haidong Zhang (12)

Kate Crawford (12)

Leslie Lamport (12)

Markus Weimer (12)

Minghua Ma (12)

Chin-Yew Lin (11)

Manish Gupta (11)

Eric Horvitz (11)

Ishai Menache (11)

Anshuman Dutt (11)

Baining Guo (10)

Jake Hofman (10)

Rui Ding (10)

Thomas Moscibroda (10)

Aleksander Fabijan (10)

Anna Pavlenko (10)

Joyce Cahoon (10)

Gust Verbruggen (10)

Ganesh Ananthanarayanan (9)

Jina Suh (9)

Kaushik Rajan (9)

Nathan Evans (9)

Yun Wang (9)

Ashvin Agrawal (9)

Fotis Psallidas (9)

Matthew P Lungren (9)

Jonathan M. Carlson (8)

Kim Herzig (8)

Hang Dong (8)

Brandon Haynes (8)

Will Guyman (8)

Smitha Saligrama (8)

Cameron Runde (8)

Dave Brown (7)

Greg Smith (7)

David Heckerman (7)

John (JD) Douceur (7)

John Snyder (7)

Manik Varma (7)

Peter Lee (7)

Ranveer Chandra (7)

Sebastian Burckhardt (7)

Jaime Teevan (7)

Amgad Madkour (7)

Madeleine Daepp (7)

Raghu Ramakrishnan (7)

Anja Gruenheid (7)

Yuanyuan Tian (7)

Chaoyun Zhang (7)

Nancy Baym (6)

Ed Cutrell (6)

Darren Gehring (6)

Kukjin Lee (6)

Lidong Zhou (6)

Nick Craswell (6)

Ben Zorn (6)

Brent Hecht (6)

Andreas C. Müller (6)

Weiwei Yang (6)

Abigail Sellen (5)

Daniel G. Goldstein (5)

Dave Maltz (5)

Dushyanth Narayanan (5)

Ken Eguro (5)

Jacki O'Neill (5)

Kenji Takeda (5)

Kori Inkpen (5)

Karin Strauss (5)

Michel Pahud (5)

Roland Fernandez (5)

Susan Dumais (5)

Song Ge (5)

Sergey Yekhanin (5)

Iris Shen (5)

Aseem Rastogi (5)

Yi Shan (5)

Lukas M. Maas (5)

Longqi Yang (5)

Vasileios Zois (5)

Carolyn Buractaon (5)

Bahar Sarrafzadeh (5)

Anthony Cintron Roman (5)

Shaleen Deep (5)

Liqun Li (5)

Akash Lal (4)

Chetan Bansal (4)

Dan Marshall (4)

Furu Wei (4)

Hsiao-Wuen Hon (4)

Jennifer Wortman Vaughan (4)

Mary L. Gray (4)

Peter Bodík (4)

Ryen W. White (4)

Sameh Elnikety (4)

Shamsi Iqbal (4)

Siân Lindley (4)

Hanna Wallach (4)

Yongguang Zhang (4)

Bichlien Nguyen (4)

Fangzhao Wu (4)

Darrin Eide (4)

Javier Hernandez (4)

Ashish Tiwari (4)

Jenna Butler (4)

Jack Williams (4)

Sara Malvar (4)

Jennifer Neville (4)

Fangkai Yang (4)

Alex Chouldechova (4)

Alvin Chen (3)

Alec Wolman (3)

Amit Sharma (3)

Andrew Putnam (3)

Victor Bahl (3)

Butler Lampson (3)

Christian Bird (3)

Daan Leijen (3)

David Rothschild (3)

Gordon Bell (3)

Gaoxiang Xu (3)

Janardhan (Jana) Kulkarni (3)

John Langford (3)

Nicole Immorlica (3)

Nikhil Swamy (3)

Paul Mineiro (3)

Rick Rogahn (3)

Sean Rintel (3)

Stefan Saroiu (3)

Sumit Basu (3)

Siddharth Suri (3)

Vassily Lyutsarev (3)

Ramarathnam Venkatesan (3)

Zhitao Hou (3)

Tahina Ramananandro (3)

Chinmay Singh (3)

Mihaela Vorvoreanu (3)

Rahee Ghosh Peshawaria (3)

Advait Sarkar (3)

Hannes Schulz (3)

Sunayana Sitaram (3)

Luke Marshall (3)

Sonia Jaffe (3)

Jiang Bian (3)

Konstantina Mellou (3)

Benjamin Arai (3)

Arjun Radhakrishna (3)

Mengting Wan (3)

Ashley J. Llorens (3)

Ran Jia (3)

Leonardo Nunes (3)

Harish Doraiswamy (3)

Serena Hillman (3)

Yashoteja Prabhu (3)

Jue Zhang (3)

Bruno Silva (3)

Rujia Wang (3)

Sampath Rajendra (3)

Lev Tankelevitch (3)

Andrew D. Wilson (2)

Josh Benaloh (2)

Bin Benjamin Zhu (2)

Bozidar Radunovic (2)

Chuck Needham (2)

Christopher Bishop (2)

Dany Rouhana (2)

Dan Bohus (2)

Doug Burger (2)

Desney Tan (2)

Evelyne Viegas (2)

Hannes Gamper (2)

Jacek Czerwonka (2)

Jennifer Chayes (2)

Jonathan "Peli" de Halleux (2)

Jinyu Li (2)

John Tang (2)

Jack W. Stokes (2)

Kalika Bali (2)

Jay Lorch (2)

Matthai Philipose (2)

Qiufeng Yin (2)

Roy Levin (2)

Sanjeev Mehrotra (2)

Shobana Balakrishnan (2)

Shuvendu Lahiri (2)

Srinath Setty (2)

Sriram Rajamani (2)

Scott Saponas (2)

Tony Hoare (2)

Thomas Karagiannis (2)

Yuan-Jyue Chen (2)

Swami Manohar (2)

Shital Shah (2)

Solon Barocas (2)

Harsha Simhadri (2)

Lester Mackey (2)

Bryan Tower (2)

Rafah Hosn (2)

Irene Zhang (2)

Esha Ghosh (2)

Tobias Schnabel (2)

Tal Zaccai (2)

Kate Lytvynets (2)

Vaishnavi Ranganathan (2)

Akshay Nambi (2)

Alexandra Olteanu (2)

Jakub Tarnawski (2)

Daniel S. Berger (2)

Adam D. Troy (2)

Gustavo Soares (2)

Hao Ai (2)

Andy Drake (2)

Garnet Vaz (2)

Liudmila Ulanova (2)

Weiqing Liu (2)

Caleb Robinson (2)

Aaron L Halfaker (2)

Neha Parikh Shah (2)

Philipp Witte (2)

Millicent Ochieng (2)

Roberto Santos (2)

Sebastian Kohlmeier (2)

April Kwong (2)

Chang Xu (2)

Yangyu Huang (2)

James Devine (2)

Kate Nowak (2)

Allen Kim (2)

Chris Parnin (2)

Xuchao Zhang (2)

Dayenne Souza (2)

Advitya Gemawat (2)

Stephen Schneider (2)

Haotian Li (2)

Kiran Tomlinson (2)

Rebecca Janssen (2)

Gaurav Verma (2)

Junjie Xing (2)

Achraf Chalabi (1)

Adam Fourney (1)

A.J. Brush (1)

Austin Donnelly (1)

Bodhi Priyantha (1)

Brendan Lucier (1)

Chong Luo (1)

Cormac Herley (1)

Fan Yang (1)

Nicolo Fusi (1)

E. Glen Weyl (1)

G. Ramalingam (1)

Hitesh Ballani (1)

Íñigo Goiri (1)

Ivan Tashev (1)

Jianfeng Gao (1)

Jianlong Fu (1)

Jonathan Lester (1)

Katja Hofmann (1)

Karen Easterbrook (1)

Kevin Kane (1)

Ken Woodberry (1)

Laurent Bussard (1)

Lei Cui (1)

Lei Ji (1)

Lenin Ravindranath Sivalingam (1)

Lev Nachmanson (1)

Bin Li (1)

Lijuan Wang (1)

Madan Musuvathi (1)

Manuel Costa (1)

Margus Veanes (1)

Michel Galley (1)

Michel Naim Gerguis (1)

Markus Mobius (1)

Nikolaj Bjørner (1)

Neel Joshi (1)

Neeraj Kayal (1)

Nirupama Chandrasekaran (1)

Olivier Nano (1)

Bo-June (Paul) Hsu (1)

Peng Cheng (1)

Qiang Huo (1)

Ravishankar Krishnaswamy (1)

Ray Huang (1)

Ran Gal (1)

Ricardo Bianchini (1)

Rich Draves (1)

Siddhartha Sen (1)

Rick Szeliski (1)

Todd Massengill (1)

Xiaodong Liu (1)

Xin Ma (1)

Xiulian Peng (1)

Daniel Firestone (1)

Paul Thomas (1)

Ankit Garg (1)

Arun Iyer (1)

Hongzhi Li (1)

Sean Andrist (1)

Yi Mao (1)

Qi Dai (1)

Qi Chen (1)

Benn Thomsen (1)

Xiao Lv (1)

Dan R. K. Ports (1)

Sitaram Lanka (1)

Christopher Gooley (1)

Scarlett Li (1)

Qianxi Zhang (1)

Martez Mott (1)

Tulasi Menon (1)

Jianxun Lian (1)

Pulkit Misra (1)

Junyi Liu (1)

Li Dong (1)

David Alvarez-Melis (1)

Wei Cui (1)

Bei Liu (1)

Rangan Majumder (1)

Kai Qiu (1)

Shruti Tople (1)

Carl Mitchell (1)

Xiubo Geng (1)

Jen Townsend (1)

Julie Stevenson (1)

Danny Simmons (1)

Sasha Patotski (1)

Yeyun Gong (1)

Prashanth Srikanthan (1)

Widad Machmouchi (1)

Vaibhav Kumar Bajpai (1)

Xenofon Foukas (1)

Bill Weeks (1)

Vishak Gopal (1)

Yoganand Rajasekaran (1)

Shaohan Huang (1)

Su Lin Blodgett (1)

Jordan Ash (1)

James Weinstein (1)

Peeyush Kumar (1)

Ankita Agrawal (1)

Xiaotian Gao (1)

Tracy Brodeur (1)

Shelley Koch (1)

Jingwen Lu (1)

Dean Carignan (1)

Camille Couturier (1)

Amanda K. Hall (1)

Samuel Chege Maina (1)

Gabriela Martinez Sanchez (1)

Jason (Zengzhong) Li (1)

James Brand (1)

Tengchao Lv (1)

Renato L. de F. Cunha (1)

Ross Cutler (1)

Michael Hansen (1)

Hugo Barbalho (1)

Swati Sharma (1)

Xiaoyuan Yi (1)

Roberto Estevão (1)

Mohamed Ahmed (1)

Jake Smith (1)

Najeeb G. Abdulhamid (1)

Nan Ma (1)

Michael Taylor (1)

Heng-Yi Liu (1)

Priyanka Paul (1)

Robert Osazuwa Ness (1)

Victor Ruehle (1)

Monwhea Jeng (1)

Alex Lu (1)

Ashkan Aazami (1)

Jing Jin (1)

Shun Zheng (1)

David Hall (1)

Tommy Guy (1)

Arnaud Flutre (1)

A J (HE/HIM) (1)

Michal Sroka (1)

Amy Luers (1)

Kali Frost (1)

ANA HERNANDEZ (1)

Alejandro Gutierrez Munoz (1)

Allie Giddings (1)

Rahul Dodhia (1)

Xingxing Zhang (1)

Jiahang Xu (1)

Srikant Bharadwaj (1)

Yuge Zhang (1)

Tammy Glazer (1)

Changho Hwang (1)

Morris Sharp (1)

Jaspreet Bagga (1)

Bonnie Kruft (1)

Jing Yao (1)

Yanshu Zhu (1)

Xi (Ada) Wang (1)

Corby Rosset (1)

Judith Amores (1)

Tara Safavi (1)

Nan Chen (1)

Aditya Kanade (1)

Nicholas Jing Yuan (1)

Marco Molinaro (1)

Yasharth Bajpai (1)

Santiago Salcido (1)

Rafael Padilha (1)

Riyaz Pishori (1)

Dan Vann (1)

Alonso Guevara Fernández (1)

Jonathan Mace (1)

Christian Poelitz (1)

Nicolai Marquardt (1)

Girmaw Abebe Tadesse (1)

Lucia Ronchi Darre (1)

Ashley Conard (1)

Pashmina Cameron (1)

Shrey Jain (1)

Siddarth Asokan (1)

Renee St. Amant (1)

Brian Houck (1)

Maria Angels de Luis Balaguer (1)

Ha Trinh (1)

Joshua Bradley (1)

Seth Spielman (1)

Arman Salimi (1)

Yupan Huang (1)

Gagan Somashekar (1)

Jennifer Marsman (1)

Ananya Singha (1)

Georgios Giamougiannis (1)

Pei Zhou (1)

Ashish Sharma (1)

Matthew Perron (1)

Sihao Chen (1)

Philippe Laban (1)

Cindy Chiu (1)

Emerson Murphy-Hill (1)

Lingjiao Chen (1)

Xiaoying Wang (1)

Renyi Qu (1)

Lin Ai (1)

Sheshera Mysore (1)

Debarati Das (1)

Avik Dutta (1)

Jihoon Tack (1)

Published Date

Publication

Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction

Zhangchi Zhu, Lu Wang, Pu Zhao, Chao Du, Wei Zhang, Hang Dong, Bo Qiao, Qingwei Lin 林庆维, S. Rajmohan, Dongmei Zhang

KDD’23 | August 2023

Group

Data Systems

We are now accepting applications for 2026 internship roles. Click here for details (opens in new tab). If you are looking for an FTE position, we are also currently hiring Senior (opens in new tab)…

Publication

Demonstration of Geyser: Provenance Extraction and Applications over Data Science Scripts

Fotis Psallidas, Megan Eileen Leszczynski, Mohammad Hossein Namaki, Avrilia Floratou, Ashvin Agrawal, Konstantinos Karanasos, Subru Krishnan, Pavle Subotić, Markus Weimer, Yinghui Wu, Yiwen Zhu

ACM SIGMOD | July 2023

Publication

Exploiting Structure in Regular Expression Queries

Ling Zhang, Shaleen Deep, Avrilia Floratou, Anja Gruenheid, Jignesh M. Patel, Yiwen Zhu

ACM SIGMOD | July 2023

Publication

A Deep Dive into Common Open Formats for Analytical DBMSs

Chunwei Liu, Anna Pavlenko, Matteo Interlandi, Brandon Haynes

Proc. VLDB Endow. | June 2023, Vol 16: pp. 3044-3056

Best Paper Runner-Up

Publication

T-Rex: Optimizing Pattern Search on Time Series

Silu Huang, Erkang (Eric) Zhu, Surajit Chaudhuri, Leonhard Spiegelberg

SIGMOD 2023 | June 2023

Publication

XInsight: eXplainable Data Analysis Through The Lens of Causality

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

2023 International Conference on Management of Data | June 2023

Publication

Query Processing on Gaming Consoles

Wei Cui, Qianxi Zhang, Jesús Camacho-Rodríguez, Spyros Blanas, Brandon Haynes, Yinan Li, Peng Cheng, Ravishankar Ramamurthy, Rathijit Sen, Matteo Interlandi

June 2023

Publication

Open Data on GitHub: Unlocking the Potential of AI

Anthony Cintron Roman, Kevin Xu, Arfon Smith, Jehú Torres, Caleb Robinson, Juan M. Lavista Ferres

June 2023

Publication

CoWrangler: Recommender System for Data-Wrangling Scripts

Bhavya Chopra, Anna Fariha, Sumit Gulwani, Austin Z. Henley, Daniel Perelman, Mohammad Raza, Sherry Shi, Danny Simmons, Ashish Tiwari

SIGMOD | June 2023

Data platforms and analytics

Highlights