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People Christina Wodtke ·Diyi Yang ·James Landay ·Julie Stanford ·Maneesh Agrawala ·Michael Bernstein ·Sean Follmer ·Hari Subramonyam ·Stu Card ·Terry Winograd ·Affiliated Faculty · Students · Visitors · Alumni

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d.school · Brown Center for Media Innovation · Graphics · Center for Computational Social Science · OVAL Lab


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Fridays 11:30am-12:30pm · Free & open to the public

Supported by the Stanford Computer Forum.

3 Apr Ian Bogost Think Inside the Box: Lessons for Design from Play, Creativity, and Materials
10 Apr Tracy Fullerton Reading Games Well: A New Lens on Interpretive Play
17 Apr Elizabeth Goodman / Mike Kuniavsky Observing the User Experience in 2026: UX research in the era of AI, shifting organizational power, and remote work
24 Apr Cheryl Platz The Modern Motivators of Play
1 May Patrick LeMieux / Stephanie Boluk Hands Free: A History of Accessible Alt Ctrls
8 May Peter Washington HCI and Human-Centered AI for Digital Health
15 May Nava Haghighi Toward Ontological Multiplicity in AI and Computing
22 May Michelle Lam Just-in-Time Objectives for Specialized AI Interactions
29 May Matthew Jörke Promoting Agency in Human-AI Interaction: Insights from AI Health Coaching

News


Papers

ICWSM 2026
Whose Values? Measuring the (Subjective) Expression of Basic Human Values in Social Media Ziv Epstein, Farnaz Jahanbakhsh, Tiziano Piccardi, Isabel Gallegos, Dora Zhao, Johan Ugander, Michael Bernstein
CHI 2026
Comparing Design Metaphors and User-Driven Metaphors for Interaction Design
Just-In-Time Objectives: A General Approach for Specialized AI Interactions Michelle Lam, Omar Shaikh, Hallie Xu, Alice Guo, Diyi Yang, Jeffrey Heer, James Landay, Michael Bernstein Honorable Mention
Mapping the Spiral of Silence: Surveying Unspoken Opinions in Online Communities Dora Zhao, Diyi Yang, Michael Bernstein
Social Media Feed Elicitation Lindsay Popowski, Xiyuan Wu, Charlotte Zhu, Tiziano Piccardi, Michael Bernstein Honorable Mention
Through a Live Elections Dashboard, Darkly: Managing Expectations and Trust in Progressive Vote Counting During the 2024 U.S. Election Mandi Cai, Grace Wang, Chloe R. Mortenson, Fumeng Yang, Erik C. Nisbet, Matthew Kay
Value Alignment of Social Media Ranking Algorithms Farnaz Jahanbakhsh, Dora Zhao, Tiziano Piccardi, Zachary Robertson, Ziv Epstein, Sanmi Koyejo, Michael Bernstein
CSCW 2026
People Can Accurately Predict Behavior of Complex Algorithms That Are Available, Compact, and Aligned Lindsay Popowski, Helena Vasconcelos, Ignacio Javier Fernandez, Chijioke Chinaza Mgbahurike, Ralf Herbrich, Jeffrey Hancock, Michael Bernstein
ICWSM 2026
Alexandria: A Library of Pluralistic Values for Realtime Re-Ranking of Social Media Feeds Akaash Kolluri*, Renn Su*, Farnaz Jahanbakhsh, Dora Zhao, Tiziano Piccardi, Michael Bernstein
IMWUT 2025
Audio Augmentation of Manual Interactions to Support Mindfulness Yujie Tao, Jingjin Li, Libby Ye, Andrew Zhang, Jeremy N. Bailenson, Sean Follmer VIDEO
TOCHI 2025
Audio Personas: Augmenting Social Perception via Body-Anchored Audio Cues Yujie Tao, Libby Ye, Jeremy N. Bailenson, Sean Follmer
EMNLP 2025
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments Akaaash Kolluri, Shengguang Wu, Joon Sung Park, Michael Bernstein PROJECT
Science 2025
Reranking Partisan Animosity in Algorithmic Social Media Feeds Alters Affective Polarization Tiziano Piccardi, Martin Saveski, Chenyan Jia, Jeffrey Hancock, Jeanne L. Tsai, and Michael Bernstein
CSCW 2025
Burst: Collaborative Curation in Connected Social Media Communities Yutong Zhang, Taeuk Kang, Sydney Yeh, Anavi Baddepudi, Lindsay Popowski, Tiziano Piccardi, Michael Bernstein
MIT Press 2025
Flash Teams: Leading the Future of AI-Enhanced, On-Demand Work Melissa Valentine, Michael Bernstein national bestseller
UIST 2025
Creating General User Models from Computer Use Omar Shaikh, Shardul Sapkota, Shan Rizvi, Eric Horvitz, Joon Sung Park, Diyi Yang, Michael Bernstein PROJECT best paper honorable mention
Knoll: Creating a Knowledge Ecosystem for Large Language Models Dora Zhao, Diyi Yang, Michael Bernstein
ICLR 2025
Aligning Language Models with Demonstrated Feedback Omar Shaikh, Michelle Lam, Joey Hejna, Yijia Shao, Justin Cho, Michael Bernstein, and Diyi Yang
ICML Position Papers 2025
LLM Social Simulations Are a Promising Research Method Jacy Reese Anthis, Ryan Liu, Sean M. Richardson, Austin C. Kozlowski, Bernard Koch, James Evans, Erik Brynjolfsson, Michael Bernstein
ICWSM 2025
Balancing Producer Fairness and Efficiency via Prior-Weighted Rating System Design Thomas Ma, Michael Bernstein, Ramesh Johari, and Nikhil Garg.
CHI 2025
GPTCoach: Towards LLM-Based Physical Activity Coaching Matthew J�rke, Shardul Sapkota, Lyndsea Warkenthien, Niklas Vainio, Paul Schmiedmayer, Emma Brunskill, James A Landay
Ontologies in Design: How Imagining a Tree Reveals Possibilites and Assumptions in Large Language Models Nava Haghighi, Sunny Yu, James Landay, Daniela Rosner
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
"They Make Us Old Before We're Old": Designing Ethical Health Technology with and for Older Adults Jianna So, Samantha Estrada, Matthew J�rke, Eva Bianchi, Maria Wang, Nava Haghighi, Kristen L. Fessele, James A. Landay, Andrea Cuadra Honorable Mention
Chillbot: Content Moderation in the Backchannel Joseph Seering, Manas Khadka, Nava Haghighi, Tanya Yang, Zachary Xi, Michael Bernstein best paper honorable mention
Commit: Online Groups with Participation Commitments Lindsay Popowski, Yutong Zhang, Michael Bernstein best paper 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 Ang�le 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, Dana� Metaxa best paper 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, Ang�le 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
DIS 2023
A Workshop-Based Method for Navigating Value Tensions in Collectively Speculated Worlds Nava Haghighi*, Matthew J�rke*, Yousif Mohsen, Andrea Cuadra, James A. Landay PROJECT
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