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Papers

	ICLR 2025
	Aligning Language Models with Demonstrated Feedback Omar Shaikh, Michelle Lam, Joey Hejna, Yijia Shao, Justin Cho, Michael Bernstein, and Diyi Yang
	ICWSM 2025
	Balancing Producer Fairness and Efficiency via Prior-Weighted Rating System Design Thomas Ma, Michael Bernstein, Ramesh Johari, and Nikhil Garg.
	IUI 2025
	More than Marketing? On the Information Value of AI Benchmarks for Practitioners Amelia Hardy, Anka Reuel, Kiana Jafari Meimandi, Lisa Soder, Allie Griffith, Dylan M. Asmar, Sanmi Koyejo, Michael Bernstein, Mykel J. Kochenderfer
	CSCW 2024
	Chillbot: Content Moderation in the Backchannel Joseph Seering, Manas Khadka, Nava Haghighi, Tanya Yang, Zachary Xi, Michael Bernstein   honorable mention
	Commit: Online Groups with Participation Commitments Lindsay Popowski, Yutong Zhang, Michael Bernstein   honorable mention
	Constructing a Classification Scheme - and Its Consequences: A Field Study of Learning to Label Data for Computer Vision in a Hospital Intensive Care Unit Melissa A. Valentine, Roger E. Bohn, Amanda L. Pratt, Prachee Jain, Sara J. Singer, Michael Bernstein
	The Algorithm and the Org Chart: How Algorithms Can Conflict with Organizational Structures Melissa A. Valentine, Amanda L. Pratt, Rebecca Hinds, Michael S. Bernstein
	UIST 2024
	Clarify: Improving Model Robustness With Natural Language Corrections Yoonho Lee, Michelle Lam, Helena Vasconcelos, Michael Bernstein, Chelsea Finn
	SM+S 2024
	Internal Fractures: The Competing Logics of Social Media Platforms Angèle Christin, Michael S. Bernstein, Jeffrey T. Hancock, Chenyan Jia, Marijn N. Mado, Jeanne L. Tsai, and Chunchen Xu
	Stanford 2024
	Evaluating and Designing Computing Systems for the Future of Work Hancheng Cao
	CHI 2024
	Concept Induction: Analyzing Unstructured Text with High-Level Concepts Using LLooM Michelle S. Lam, Janice Teoh, James Landay, Jeffrey Heer, Michael Bernstein   PROJECT
	Rehearsal: Simulating Conflict to Teach Conflict Resolution Omar Shaikh, Valentino Chai, Michele Gelfand, Diyi Yang, and Michael Bernstein
	CSCW 2024
	Embedding Democratic Values into Social Media AIs via Societal Objective Functions Chenyan Jia*, Michelle S. Lam*, Minh Chau Mai, Jeff Hancock, Michael S. Bernstein   best paper
	Form-From: A Design Space of Social Media Systems Amy X. Zhang, Michael Bernstein, David Karger, and Mark Ackerman
	UIST 2023
	Generative Agents: Interactive Simulacra of Human Behavior Joon Sung Park, Joseph O'Brien, Carrie Cai, Meredith Ringel Morris, Percy Liang, Michael Bernstein    TRY IT!   PROJECT  best paper
	CSCW 2023
	Cura: Curation at Social Media Scale Wanrong He, Mitchell L. Gordon, Lindsay Popowski, Michael Bernstein   best paper
	Sociotechnical Audits: Broadening the Algorithm Auditing Lens to Investigate Targeted Advertising Michelle S. Lam, Ayush Pandit, Colin Kalicki, Rachit Gupta, Poonam Sahoo, Danaë Metaxa   honorable mention
	IEEE VIS 2023
	Are We Closing the Loop Yet? Gaps in the Generalizability of VIS4ML Research Hariharan Subramonyam, Jessica Hullman
	UIST 2023
	Spellburst: A Node-based Interface for Exploratory Creative Coding with Natural Language Prompts Tyler Angert, Miroslav Ivan Suzara, Jenny Han, Christopher Lawrence Pondoc, Hariharan Subramonyam
	JOTS 2023
	Commentary: Embedding Societal Values into Social Media Algorithms Michael Bernstein, Angèle Christin, Jeffrey Hancock, Tatsunori Hashimoto, Chenyan Jia, Michelle S. Lam, Nicole Meister, Nathaniel Persily, Tiziano Piccardi, Martin Saveski, Jeanne Tsai, Johan Ugander, Chunchen Xu
	ACL 2023
	On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning Omar Shaikh, Hongxin Zhang, William Held, Michael Bernstein, and Diyi Yang
	CHI 2023
	Breaking Out of the Ivory Tower: A Large-scale Analysis of Patent Citations to HCI Research Hancheng Cao, Yujie Lu, Yuting Deng, Daniel McFarland, Michael Bernstein   best paper
	Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience Q. Vera Liao, Hariharan Subramonyam, Jennifer Wang, & Jennifer Wortman Vaughan
	Designing Immersive, Narrative-Based Interfaces to Guide Outdoor Learning Alan Y. Cheng, Jacob Ritchie, Niki Agrawal, Elizabeth Childs, Cyan DeVeaux, Yubin Jee, Trevor Leon, Bethanie Maples, Andrea Cuadra, James A. Landay
	Embodying Physics-Aware Avatars in Virtual Reality Yujie Tao, Cheng Yao Wang, Andrew D. Wilson, Eyal Ofek, Mar Gonzalez-Franco   honorable mention
	fAIlureNotes: Supporting Designers in Understanding the Limits of AI Models for Computer Vision Tasks Steven Moore, Q. Vera Liao, Hariharan Subramonyam
	Model Sketching: Centering Concepts in Early-Stage Machine Learning Model Design Michelle S. Lam, Zixian Ma, Anne Li, Izequiel Freitas, Dakuo Wang, James A. Landay, Michael S. Bernstein   VIDEO
	CSCW 2023
	Working With AI to Persuade: Examining a Large Language Model’s Ability to Generate Pro-vaccination Messages Elise Karinshak, Sunny Xun Liu, Joon Sung Park, Jeffrey T. Hancock
	Explanations Can Reduce Overreliance on AI Systems During Decision-Making Helena Vasconcelos, Matthew Jörke, Madeleine Grunde-McLaughlin, Tobias Gerstenberg, Michael Bernstein, Ranjay Krishna   honorable mention
	CSCW 2022
	End-User Audits: A System Empowering Communities to Lead Large-Scale Investigations of Harmful Algorithmic Behavior Michelle S. Lam, Mitchell L. Gordon, Danaë Metaxa, Jeffrey T. Hancock, James A. Landay, Michael S. Bernstein   VIDEO
	Measuring the Prevalence of Anti-Social Behavior in Online Communities Joon Sung Park, Joseph Seering, Michael S. Bernstein
	Practitioners Versus Users: A Value-Sensitive Evaluation of Current Industrial Recommender System Design Zhilong Chen, Jinghua Piao, Xiaochong Lan, Hancheng Cao, Chen Gao, Zhicong Lu, Yong Li
	NeurIPS 2022
	ELIGN: Expectation Alignment as a Multi-Agent Intrinsic Reward Zixian Ma, Rose Wang, Li Fei-Fei, Michael Bernstein, Ranjay Krishna
	IEEE VIS 2022
	How Do Viewers Synthesize Conflicting Information from Data Visualizations? Prateek Mantri, Hariharan Subramonyam, Audrey L Michal, & Cindy Xiong
	NeurIPS 2022
	Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits Ruibo Liu, Chenyan Jia, Ge Zhang, Ziyu Zhuang, Tony Liu, Soroush Vosoughi
	UIST 2022
	Social Simulacra: Creating Populated Prototypes for Social Computing Systems Joon Sung Park, Lindsay Popowski, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein   PROJECT
	PNAS 2022
	Socially Situated Artificial Intelligence Enables Learning From Human Interaction Ranjay Krishna, Donsuk Li, Li Fei-Fei, Michael S. Bernstein   VIDEO
	CVPR 2022
	Measuring Compositional Consistency for Video Question Answering Mona Gandhi*, Mustafa Omer Gul*, Eva Prakash, Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala
	CHI 2022
	Beyond Being Real: A Sensorimotor Control Perspective on Interactions in Virtual Reality Parastoo Abtahi, Sidney Q. Hough, James A. Landay, Sean Follmer   VIDEO
	Jury Learning: Integrating Dissenting Voices into Machine Learning Models Mitchell L. Gordon, Michelle S. Lam, Joon Sung Park, Kayur Patel, Jeffrey T. Hancock, Tatsunori Hashimoto, Michael S. Bernstein   Best Paper
	Beyond Virtual Bazaar: How Social Commerce Promotes Inclusivity for the Traditionally Underserved Community in Chinese Developing Regions Zhilong Chen*, Hancheng Cao*, Xiaochong Lan, Zhicong Lu, Yong Li
	FAR: End-to-End Vibrotactile Distributed System Designed to Facilitate Affect Regulation in Children Diagnosed with Autism Spectrum Disorder Through Slow Breathing Pardis Miri, Mehul Arora, Aman Malhotra, Robert Flory, Stephanie Hu, Ashley Lowber, Ishan Goyal, Jacqueline Nguyen, John P. Hegarty, Marlo D. Kohn, David Schneider, Heather Culbertson, Daniel L. K. Yamins, Lawrence Fung, Antonio Hardan, James J. Gross, Keith Marzullo   PROJECT   VIDEO
	Human-AI Guidelines in Practice: The Power of Leaky Abstractions in Cross-Disciplinary Teams Hariharan Subramonyam, Jane Im, Colleen Seifert, Eytan Adar
	HybridTrak: Adding Full-Body Tracking to VR Using an Off-the-Shelf Webcam Jackie (Junrui) Yang, Tuochao Chen, Fang Qin, Monica S. Lam, James A. Landay
	Supporting Accessible Data Visualization Through Audio Data Narratives Alexa F. Siu, Gene S-H Kim, Sile O’Modhrain, and Sean Follmer   VIDEO
	Eurographics 2022
	ZoomShop: Depth-Aware Editing of Photographic Composition Sean J. Liu, Maneesh Agrawala, Stephen DiVerdi and Aaron Hertzmann   PROJECT   VIDEO
	RA-L 2022
	Detecting Touch and Grasp Gestures Using a Wrist-Worn Optical and Inertial Sensing Network Savannah Cofer, Tyler N. Chen, Jackie (Junrui) Yang, Sean Follmer   PROJECT   VIDEO
	CSCW 2022
	A "Distance Matters" Paradox: Facilitating Intra-Team Collaboration Can Harm Inter-Team Collaboration Xinlan Emily Hu, Rebecca Hinds, Melissa A. Valentine, Michael S. Bernstein
	A Web-Scale Analysis of the Community Origins of Image Memes Durim Morina, Michael S. Bernstein
	Assessing the Fairness of AI Systems: AI Practitioners' Processes, Challenges, and Needs for Support Michael Madaio, Lisa Egede, Hariharan Subramonyam, Jenn Wortman Vaughan, Hanna Wallach
	Comparing the Perceived Legitimacy of Content Moderation Processes: Contractors, Algorithms, Expert Panels, and Digital Juries Christina A. Pan, Sahil Yakhmi, Tara P. Iyer, Evan Strasnick, Amy X. Zhang, Michael S. Bernstein
	Power Distribution and Conflicts in Designing, Using, and Maintaining Algorithmic Socio-Technical Systems Joon Sung Park, Karrie Karahalios, Niloufar Salehi, Motahhare Eslami
	IUI 2022
	VideoSticker: A Tool for Active Viewing and Visual Note-taking from Videos Yining Cao, Hariharan Subramonyam, Eytan Adar   VIDEO
	more...