Publications
Research Output
Papers and ongoing studies on AI and collective work, spanning human-computer interaction, computational social science, and organizational research.
Journal & Conference Papers
Published and forthcoming
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[1] Measuring What Matters in Teams with Multimodal AI
Evey Huang, Brian Uzzi, Matt Groh
2026. Journal of Organization Design
To appear · Perspective article
Project overview -
[2] AI That Helps Us Help Each Other: A Proactive System for Scaffolding Mentor-Novice Collaboration in Entrepreneurship Coaching
Evey Huang, Matthew Easterday, Elizabeth Gerber
2025. Proceedings of the ACM on Human-Computer Interaction, 9(7), CSCW368
Project overview View publication -
[3] Opportunities, tensions, and challenges in computational approaches to addressing online harassment [Honorable Mention]
Evey Huang, Abhraneel Sarma, Sohyeon Hwang, Eshwar Chandrasekharan, Stevie Chancellor
2024. Designing Interactive Systems Conference (DIS)
Project overview View publication -
[4] Intelligent Coaching Systems: Understanding One-to-many Coaching for Ill-defined Problem Solving
Evey Huang, Daniel Rees Lewis, Shubhanshi Gaudani, Matthew Easterday, Elizabeth Gerber
2023. Proc. ACM Hum.-Comput. Interact. 7, CSCW
Project overview View publication -
[5] Designing a Model for Deliberation-based Learning
Spencer Carlson, Kristine Lu, Evey Huang, Elizabeth Gerber, Matthew Easterday
2020. International Conference of the Learning Sciences
View publication -
[6] Interacting with Literary Style through Computational Tools
Sarah Sterman, Evey Huang, Vivian Liu, Eric Paulos
2020. CHI Conference on Human Factors in Computing Systems
Project overview View publication -
[7] No More One Liners: Bringing Context into Emoji Recommendations
Joon-Gyum Kim, Taesik Gong, Bogoan Kim, JaeYeon Park, Woojeong Kim, Evey Huang, Kyungsik Han, Juho Kim, JeongGil Ko, Sung-Ju Lee
2019. ACM Transactions on Social Computing
View publication
Research in Progress
Manuscripts and ongoing studies
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Double Compression: How AI Narrows Both the Generation and the Gatekeeping of Scientific Ideas
Evey Huang, Matt Groh, Brian Uzzi
Working manuscript · In preparation
Project overview -
Multimodal AI for Large-Scale Scientific Team Behavior Analysis
Evey Huang, Max Chalekson, Matt Groh, D. Abrams, Brian Uzzi
Working manuscript · In preparation
Project overview -
Revealed Preparedness: Measuring Entrepreneur–Investor Interaction at Scale with Multimodal AI
Evey Huang, A. Grey, Brian Uzzi, Matt Groh
Entrepreneur–investor interaction · Ongoing study
Project overview
I also study cohesion in professional volleyball teams as part of my ongoing work on team interaction.
Workshop & Conference Presentations
Workshops and presentations
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[1] Evaluating Multimodal Language Models for Annotating Team Behaviors in Videos
Evey Huang, Matt Groh, Danny Abrams, Brian Uzzi
2025. 11th International Conference on Computational Social Science (IC2S2 2025)
Project overview -
[2] Supporting Workers in Developing Effective Collaboration Skills for Complex Work
Evey Huang, K. Garg, D. Gómez-Zará, J. Hui, C. Kulkarni, M. Massimi, E. F. Churchill, Elizabeth Gerber
2023. CSCW Companion, 486–489
Workshop proposal
Project overview View material -
[3] Designing Intelligent Coaching Systems to Support Equitable Engagement in Making
Evey Huang, Matthew Easterday, Elizabeth Gerber
2022. CHI '22 workshop on Learning Hands-on Creative and Maker Skills
View material -
[4] Encouraging Disagreements to Integrate Diversity in Collective Intelligence
Evey Huang, Matthew Easterday, Elizabeth Gerber
2020. CHI '20 workshop on Effective Activism for Change
Dissertation
Doctoral work
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[1] Human-AI Collaboration For Entrepreneurship Coaching: Leveraging a Cognitive Model and an LLM to Provide Proactive, Adaptive, and Differentiated Support
Evey Huang
2024. Doctoral dissertation
View dissertation