Haiyi Zhu

156 papers A* 32A 14B 4C 2Journal 79Unranked 24
YearRankTypeTitle / Venue / Authors
2026 A* conf
Beyond Riding: Passenger Engagement with Driver Labor through Gamified Interactions.
CHI
Jane Hsieh, Emily Regan, Jose Elizalde, Sophia Deng, Haiyi Zhu
2026 A* conf
Botender: Supporting Communities in Collaboratively Designing AI Agents through Case-Based Provocations.
CHI
Tzu-Sheng Kuo, Sophia Liu, Quan Ze Chen, Joseph Seering, Amy X. Zhang, Haiyi Zhu, Kenneth Holstein
2026 J jnl
Empirical Modeling of Therapist-Client Dynamics in Psychotherapy Using LLM-Based Assessments.
CoRR
Angela Chen, Siwei Jin, Canwen Wang, Holly Swartz, Tongshuang Wu, Robert E. Kraut, Haiyi Zhu
2026 J jnl
Modeling Multi-Party Interaction in Couples Therapy: A Multi-Agent Simulation Approach.
CoRR
Canwen Wang, Angela Chen, Catherine Bao, Siwei Jin, Yee Kit Chan, Jessica R. Mindel, Sijia Xie, Holly Swartz, Tongshuang Wu, Robert E. Kraut, Haiyi Zhu
2026 J jnl
The Algorithmic Gaze: An Audit and Ethnography of the LAION-Aesthetics Predictor Model.
CoRR
Jordan Taylor, William Agnew, Maarten Sap, Sarah E. Fox, Haiyi Zhu
2025 J jnl
A Systematic Literature Review on Equity and Technology in HCI and Fairness: Navigating the Complexities and Nuances of Equity Research.
CoRR
Seyun Kim, Yuanchen Bai, Haiyi Zhu, Motahhare Eslami
2025 J jnl
A Systematic Literature Review on Equity and Technology in HCI and Fairness: Navigating the Complexities and Nuances of Equity Research.
Proc. ACM Hum. Comput. Interact.
Seyun Kim, Yuanchen Bai, Haiyi Zhu, Motahhare Eslami
2025 J jnl
AI Failure Loops in Devalued Work: The Confluence of Overconfidence in AI and Underconfidence in Worker Expertise.
CoRR
Anna Kawakami, Jordan Taylor, Sarah E. Fox, Haiyi Zhu, Kenneth Holstein
2025 — conf
Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training.
ACL (Findings)
Keyeun Lee, Seolhee Lee, Esther Hehsun Kim, Yena Ko, Jinsu Eun, DaHee Kim, Hyewon Cho, Haiyi Zhu, Robert E. Kraut, Eunyoung Suh, Eun-mee Kim, Hajin Lim
2025 J jnl
Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training.
CoRR
Keyeun Lee, Seolhee Lee, Esther Hehsun Kim, Yena Ko, Jinsu Eun, DaHee Kim, Hyewon Cho, Haiyi Zhu, Robert E. Kraut, Eunyoung Suh, Eun-mee Kim, Hajin Lim
2025 J jnl
Beyond Riding: Passenger Engagement with Driver Labor through Gamified Interactions.
CoRR
Jane Hsieh, Emmie Regan, Jose Elizalde, Haiyi Zhu
2025 J jnl
Botender: Supporting Communities in Collaboratively Designing AI Agents through Case-Based Provocations.
CoRR
Tzu-Sheng Kuo, Sophia Liu, Quan Ze Chen, Joseph Seering, Amy X. Zhang, Haiyi Zhu, Kenneth Holstein
2025 — conf
Challenges and Design Opportunities for AI-Based Tutoring and Assessment Software in Special Education: An Interview Study with Teachers.
EC-TE (1)
C. Naomie Williams, Margaret Ellen Seehorn, Haiyi Zhu, Vincent Aleven
2025 — conf
Collective Meaning Cascades but Strange Ducks Swim Upstream: Facilitating Collective Meaning-making through Co-development of AI Models.
CHI Extended Abstracts
Aaron Lee Halfaker, Tzu-Sheng Kuo, Ciell Brusse, Kenneth Holstein, Haiyi Zhu
2025 J jnl
Exploring Opportunities to Support Novice Visual Artists' Inspiration and Ideation with Generative AI.
CoRR
Cindy Peng, Alice Qian, Linghao Jin, Jieneng Chen, Evans Xu Han, Paul Pu Liang, Hong Shen, Haiyi Zhu, Jane Hsieh
2025 J jnl
Gig2Gether: Data-sharing to Empower, Unify and Demystify Gig Work.
CoRR
Jane Hsieh, Angie Zhang, Sajel Surati, Sijia Xie, Yeshua Ayala, Nithila Sathiya, Tzu-Sheng Kuo, Min Kyung Lee, Haiyi Zhu
2025 A* conf
Gig2Gether: Datasharing to Empower, Unify and Demystify Gig Work.
CHI
Jane Hsieh, Angie Zhang, Sajel Surati, Sijia Xie, Yeshua Ayala, Nithila Sathiya, Tzu-Sheng Kuo, Min Kyung Lee, Haiyi Zhu
2025 — conf
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs.
CHI Extended Abstracts
Tongshuang Wu, Haiyi Zhu, Maya Albayrak, Alexis Axon, Amanda Bertsch, Wenxing Deng, Ziqi Ding, Boyuan Guo, Sireesh Gururaja, Tzu-Sheng Kuo, Jenny T. Liang, Ryan Liu, Ihita Mandal, Jeremiah Milbauer, Xiaolin Ni, Namrata Padmanabhan, Subhashini Ramkumar, Alexis Sudjianto, Jordan Taylor, Ying-Jui Tseng, Patricia Vaidos, Zhijin Wu, Wei Wu, Chenyang Yang
2025 A* conf
POET: Supporting Prompting Creativity and Personalization with Automated Expansion of Text-to-Image Generation.
UIST
Evans Xu Han, Alice Qian Zhang, Haiyi Zhu, Hong Shen, Paul Pu Liang, Jane Hsieh
2025 J jnl
POET: Supporting Prompting Creativity and Personalization with Automated Expansion of Text-to-Image Generation.
CoRR
Evans Xu Han, Alice Qian Zhang, Hong Shen, Haiyi Zhu, Paul Pu Liang, Jane Hsieh
2025 A* conf
PolicyCraft: Supporting Collaborative and Participatory Policy Design through Case-Grounded Deliberation.
CHI
Tzu-Sheng Kuo, Quan Ze Chen, Amy X. Zhang, Jane Hsieh, Haiyi Zhu, Kenneth Holstein
2025 B ed.
Proceedings of the 13th International Conference on Human-Agent Interaction, HAI 2025, Yokohama, Japan, November 10-13, 2025
HAI
Hirotaka Osawa, Helena Lindgren, Aaron Steinfeld, Mary Ellen Foster, Shogo Okada, Haiyi Zhu
2025 — conf
Shaping Online Dialogue: Examining Community Rules and Discussion Structures on Reddit.
CHI Extended Abstracts
Anna Fang, Wenjie Yang, Haiyi Zhu
2025 A* conf
Social Simulation for Everyday Self-Care: Design Insights from Leveraging VR, AR, and LLMs for Practicing Stress Relief.
CHI
Anna Fang, Hriday Chhabria, Alekhya Maram, Haiyi Zhu
2025 J jnl
Social Simulation for Integrating Self-Care: Measuring the Effects of Contextual Environments in Augmented Reality for Mental Health Practice.
CoRR
Anna Fang, Jiayang Shi, Hriday Chhabria, Bosi Li, Haiyi Zhu
2025 — conf
Un-Straightening Generative AI: How Queer Artists Surface and Challenge Model Normativity.
FAccT
Jordan Taylor, Joel Mire, Franchesca Spektor, Alicia DeVrio, Maarten Sap, Haiyi Zhu, Sarah E. Fox
2025 J jnl
Un-Straightening Generative AI: How Queer Artists Surface and Challenge the Normativity of Generative AI Models.
CoRR
Jordan Taylor, Joel Mire, Franchesca Spektor, Alicia DeVrio, Maarten Sap, Haiyi Zhu, Sarah E. Fox
2025 J jnl
Understanding, Demystifying and Challenging Perceptions of Gig Worker Vulnerabilities.
CoRR
Sander de Jong, Jane Hsieh, Tzu-Sheng Kuo, Rune Møberg Jacobsen, Niels van Berkel, Haiyi Zhu
2024 A* conf
"If This Person is Suicidal, What Do I Do?": Designing Computational Approaches to Help Online Volunteers Respond to Suicidality.
CHI
Logan Stapleton, Sunniva Liu, Cindy Liu, Irene Hong, Stevie Chancellor, Robert E. Kraut, Haiyi Zhu
2024 — conf
AI Failure Cards: Understanding and Supporting Grassroots Efforts to Mitigate AI Failures in Homeless Services.
FAccT
Ningjing Tang, Jiayin Zhi, Tzu-Sheng Kuo, Calla Kainaroi, Jeremy J. Northup, Kenneth Holstein, Haiyi Zhu, Hoda Heidari, Hong Shen
2024 — conf
AI Failure Loops in Feminized Labor: Understanding the Interplay of Workplace AI and Occupational Devaluation.
AIES (1)
Anna Kawakami, Jordan Taylor, Sarah E. Fox, Haiyi Zhu, Ken Holstein
2024 J jnl
COVID-19 as Reflected in University President Bulk Email.
CoRR
Ruoyan Kong, Charles Chuankai Zhang, Jin Kang, Haiyi Zhu, Joseph A. Konstan
2024 J jnl
Carefully Unmaking the "Marginalized User": A Diffractive Analysis of a Gay Online Community.
ACM Trans. Comput. Hum. Interact.
Jordan Taylor, Wesley Hanwen Deng, Kenneth Holstein, Sarah E. Fox, Haiyi Zhu
2024 A* conf
Cruising Queer HCI on the DL: A Literature Review of LGBTQ+ People in HCI.
CHI
Jordan Taylor, Ellen Simpson, Anh-Ton Tran, Jed R. Brubaker, Sarah E. Fox, Haiyi Zhu
2024 J jnl
Cruising Queer HCI on the DL: A Literature Review of LGBTQ+ People in HCI.
CoRR
Jordan Taylor, Ellen Simpson, Anh-Ton Tran, Jed R. Brubaker, Sarah E. Fox, Haiyi Zhu
2024 J jnl
Data Collectives as a means to Improve Accountability, Combat Surveillance and Reduce Inequalities.
CoRR
Jane Hsieh, Angie Zhang, Seyun Kim, Varun Nagaraj Rao, Samantha Dalal, Alexandra Mateescu, Rafael Do Nascimento Grohmann, Motahhare Eslami, Min Kyung Lee, Haiyi Zhu
2024 J jnl
Integrating Equity in Public Sector Data-Driven Decision Making: Exploring the Desired Futures of Underserved Stakeholders.
Proc. ACM Hum. Comput. Interact.
Seyun Kim, Jonathan Ho, Yinan Li, Bonnie Fan, Willa Yunqi Yang, Jessie Ramey, Sarah E. Fox, Haiyi Zhu, John Zimmerman, Motahhare Eslami
2024 J jnl
PolicyCraft: Supporting Collaborative and Participatory Policy Design through Case-Grounded Deliberation.
CoRR
Tzu-Sheng Kuo, Quan Ze Chen, Amy X. Zhang, Jane Hsieh, Haiyi Zhu, Kenneth Holstein
2024 J jnl
Practicing Stress Relief for the Everyday: Designing Social Simulation Using VR, AR, and LLMs.
CoRR
Anna Fang, Hriday Chhabria, Alekhya Maram, Haiyi Zhu
2024 — conf
Public Technologies Transforming Work of the Public and the Public Sector.
CHIWORK
Seyun Kim, Bonnie Fan, Willa Yunqi Yang, Jessie Ramey, Sarah E. Fox, Haiyi Zhu, John Zimmerman, Motahhare Eslami
2024 J jnl
Public Technologies Transforming Work of the Public and the Public Sector.
CoRR
Seyun Kim, Bonnie Fan, Willa Yunqi Yang, Jessie Ramey, Sarah E. Fox, Haiyi Zhu, John Zimmerman, Motahhare Eslami
2024 J jnl
Studying Up Public Sector AI: How Networks of Power Relations Shape Agency Decisions Around AI Design and Use.
CoRR
Anna Kawakami, Amanda Coston, Hoda Heidari, Kenneth Holstein, Haiyi Zhu
2024 J jnl
Studying Up Public Sector AI: How Networks of Power Relations Shape Agency Decisions Around AI Design and Use.
Proc. ACM Hum. Comput. Interact.
Anna Kawakami, Amanda Coston, Hoda Heidari, Kenneth Holstein, Haiyi Zhu
2024 J jnl
Supporting Gig Worker Needs and Advancing Policy Through Worker-Centered Data-Sharing.
CoRR
Jane Hsieh, Angie Zhang, Mialy Rasetarinera, Erik Chou, Daniel Ngo, Karen Lightman, Min Kyung Lee, Haiyi Zhu
2024 J jnl
The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder Early-stage Deliberations Around Public Sector AI Proposals.
CoRR
Anna Kawakami, Amanda Coston, Haiyi Zhu, Hoda Heidari, Kenneth Holstein
2024 A* conf
The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder, Early-stage Deliberations Around Public Sector AI Proposals.
CHI
Anna Kawakami, Amanda Coston, Haiyi Zhu, Hoda Heidari, Kenneth Holstein
2024 J jnl
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being.
Proc. ACM Hum. Comput. Interact.
Wenjie Yang, Anna Fang, Raj Sanjay Shah, Yash Mathur, Diyi Yang, Haiyi Zhu, Robert E. Kraut
2024 A* conf
Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia.
CHI
Tzu-Sheng Kuo, Aaron Lee Halfaker, Zirui Cheng, JiWoo Kim, Meng-Hsin Wu, Tongshuang Wu, Kenneth Holstein, Haiyi Zhu
2024 J jnl
Wikibench: Community-Driven Data Curation for AI Evaluation on Wikipedia.
CoRR
Tzu-Sheng Kuo, Aaron Halfaker, Zirui Cheng, JiWoo Kim, Meng-Hsin Wu, Tongshuang Wu, Kenneth Holstein, Haiyi Zhu
2024 — conf
Worker Data Collectives as a means to Improve Accountability, Combat Surveillance and Reduce Inequalities.
CSCW Companion
Jane Hsieh, Angie Zhang, Seyun Kim, Varun Nagaraj Rao, Samantha Dalal, Alexandra Mateescu, Rafael Do Nascimento Grohmann, Motahhare Eslami, Haiyi Zhu
2023 J jnl
"Nip it in the Bud": Moderation Strategies in Open Source Software Projects and the Role of Bots.
Proc. ACM Hum. Comput. Interact.
Jane Hsieh, Joselyn Kim, Laura Dabbish, Haiyi Zhu
2023 — conf
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms.
SaTML
Amanda Coston, Anna Kawakami, Haiyi Zhu, Ken Holstein, Hoda Heidari
2023 J jnl
Agent-based Simulation for Online Mental Health Matching.
CoRR
Yuhan Liu, Anna Fang, Glen Moriarty, Robert E. Kraut, Haiyi Zhu
2023 A conf
Co-Designing Alternatives for the Future of Gig Worker Well-Being: Navigating Multi-Stakeholder Incentives and Preferences.
Conference on Designing Interactive Systems
Jane Hsieh, Miranda Karger, Lucas Zagal, Haiyi Zhu
2023 — conf
Community-driven AI: Empowering people through responsible data-driven decision-making.
CSCW Companion
Ruyuan Wan, Adriana Alvarado Garcia, Devansh Saxena, Catalina Vajiac, Anna Kawakami, Logan Stapleton, Haiyi Zhu, Kenneth Holstein, Heloisa Candello, Karla A. Badillo-Urquiola
2023 — conf
Designing Individualized Policy and Technology Interventions to Improve Gig Work Conditions.
CHIWORK
Jane Hsieh, Oluwatobi Adisa, Sachi Bafna, Haiyi Zhu
2023 J jnl
Designing Individualized Policy and Technology Interventions to Improve Gig Work Conditions.
CoRR
Jane Hsieh, Oluwatobi Adisa, Sachi Bafna, Haiyi Zhu
2023 J jnl
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs.
CoRR
Tongshuang Wu, Haiyi Zhu, Maya Albayrak, Alexis Axon, Amanda Bertsch, Wenxing Deng, Ziqi Ding, Bill Guo, Sireesh Gururaja, Tzu-Sheng Kuo, Jenny T. Liang, Ryan Liu, Ihita Mandal, Jeremiah Milbauer, Xiaolin Ni, Namrata Padmanabhan, Subhashini Ramkumar, Alexis Sudjianto, Jordan Taylor, Ying-Jui Tseng, Patricia Vaidos, Zhijin Wu, Wei Wu, Chenyang Yang
2023 A conf
Ludification as a Lens for Algorithmic Management: A Case Study of Gig-Workers' Experiences of Ambiguity in Instacart Work.
Conference on Designing Interactive Systems
Divya Ramesh, Caitlin Henning, Nel Escher, Haiyi Zhu, Min Kyung Lee, Nikola Banovic
2023 A* conf
Measuring the Stigmatizing Effects of a Highly Publicized Event on Online Mental Health Discourse.
CHI
Anna Fang, Haiyi Zhu
2023 J jnl
Navigating Multi-Stakeholder Incentives and Preferences: Co-Designing Alternatives for the Future of Gig Worker Well-Being.
CoRR
Jane Hsieh, Miranda Karger, Lucas Zagal, Haiyi Zhu
2023 J jnl
Nip it in the Bud: Moderation Strategies in Open Source Software Projects and the Role of Bots.
CoRR
Jane Hsieh, Joselyn Kim, Laura Dabbish, Haiyi Zhu
2023 J jnl
Organizational Bulk Email Systems: Their Role and Performance in Remote Work.
CoRR
Ruoyan Kong, Haiyi Zhu, Joseph A. Konstan
2023 J jnl
Recentering Validity Considerations through Early-Stage Deliberations Around AI and Policy Design.
CoRR
Anna Kawakami, Amanda Coston, Haiyi Zhu, Hoda Heidari, Kenneth Holstein
2023 J jnl
Seeing Seeds Beyond Weeds: Green Teaming Generative AI for Beneficial Uses.
CoRR
Logan Stapleton, Jordan Taylor, Sarah E. Fox, Tongshuang Wu, Haiyi Zhu
2023 J jnl
Shaping Online Dialogue: Examining How Community Rules Affect Discussion Structures on Reddit.
CoRR
Anna Fang, Wenjie Yang, Haiyi Zhu
2023 — conf
Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge.
CI
Anna Kawakami, Luke Guerdan, Yanghuidi Cheng, Kate Glazko, Matthew L. Lee, Scott A. Carter, Nikos Aréchiga, Haiyi Zhu, Kenneth Holstein
2023 J jnl
Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge.
CoRR
Anna Kawakami, Luke Guerdan, Yanghuidi Cheng, Matthew L. Lee, Scott A. Carter, Nikos Aréchiga, Kate Glazko, Haiyi Zhu, Kenneth Holstein
2023 A* conf
Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services.
CHI
Tzu-Sheng Kuo, Hong Shen, Jisoo Geum, Nev Jones, Jason I. Hong, Haiyi Zhu, Kenneth Holstein
2023 J jnl
Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services.
CoRR
Tzu-Sheng Kuo, Hong Shen, Jisoo Geum, Nev Jones, Jason I. Hong, Haiyi Zhu, Kenneth Holstein
2023 J jnl
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being.
CoRR
Anna Fang, Wenjie Yang, Raj Sanjay Shah, Yash Mathur, Diyi Yang, Haiyi Zhu, Robert E. Kraut
2022 A conf
"Why Do I Care What's Similar?" Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts.
Conference on Designing Interactive Systems
Anna Kawakami, Venkatesh Sivaraman, Logan Stapleton, Hao Fei Cheng, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein
2022 A* conf
A Little Too Personal: Effects of Standardization versus Personalization on Job Acquisition, Work Completion, and Revenue for Online Freelancers.
CHI
Jane Hsieh, Yili Hong, Gordon Burtch, Haiyi Zhu
2022 J jnl
A Little Too Personal: Effects of Standardization versus Personalization on Job Acquisition, Work Completion, and Revenue for Online Freelancers.
CoRR
Jane Hsieh, Yili Hong, Gordon Burtch, Haiyi Zhu
2022 J jnl
A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms.
CoRR
Nil-Jana Akpinar, Manish Nagireddy, Logan Stapleton, Hao Fei Cheng, Haiyi Zhu, Zhiwei Steven Wu, Hoda Heidari
2022 J jnl
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms.
CoRR
Amanda Coston, Anna Kawakami, Haiyi Zhu, Ken Holstein, Hoda Heidari
2022 B conf
Comparing Experts and Novices for AI Data Work: Insights on Allocating Human Intelligence to Design a Conversational Agent.
HCOMP
Lu Sun, Yuhan Liu, Grace Joseph, Zhou Yu, Haiyi Zhu, Steven P. Dow
2022 — conf
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits.
FAccT
Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee, Jatinder Singh, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu
2022 J jnl
Exploring How Machine Learning Practitioners (Try To) Use Fairness Toolkits.
CoRR
Wesley Hanwen Deng, Manish Nagireddy, Michelle Seng Ah Lee, Jatinder Singh, Zhiwei Steven Wu, Kenneth Holstein, Haiyi Zhu
2022 J jnl
Extended Analysis of "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions".
CoRR
Logan Stapleton, Hao Fei Cheng, Anna Kawakami, Venkatesh Sivaraman, Yanghuidi Cheng, Diana Qing, Adam Perer, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu
2022 A* conf
How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions.
CHI
Hao Fei Cheng, Logan Stapleton, Anna Kawakami, Venkatesh Sivaraman, Yanghuidi Cheng, Diana Qing, Adam Perer, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu
2022 — conf
How are ML-Based Online Content Moderation Systems Actually Used? Studying Community Size, Local Activity, and Disparate Treatment.
FAccT
Leijie Wang, Haiyi Zhu
2022 — conf
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders.
FAccT
Logan Stapleton, Min Hun Lee, Diana Qing, Marya Wright, Alexandra Chouldechova, Ken Holstein, Zhiwei Steven Wu, Haiyi Zhu
2022 J jnl
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders.
CoRR
Logan Stapleton, Min Hun Lee, Diana Qing, Marya Wright, Alexandra Chouldechova, Kenneth Holstein, Zhiwei Steven Wu, Haiyi Zhu
2022 A* conf
Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.
CHI
Anna Kawakami, Venkatesh Sivaraman, Hao Fei Cheng, Logan Stapleton, Yanghuidi Cheng, Diana Qing, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein
2022 J jnl
Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.
CoRR
Anna Kawakami, Venkatesh Sivaraman, Hao Fei Cheng, Logan Stapleton, Yanghuidi Cheng, Diana Qing, Adam Perer, Zhiwei Steven Wu, Haiyi Zhu, Kenneth Holstein
2022 J jnl
Learning to Become a Volunteer Counselor: Lessons from a Peer-to-Peer Mental Health Community.
Proc. ACM Hum. Comput. Interact.
Zheng Yao, Haiyi Zhu, Robert E. Kraut
2022 J jnl
Matching for Peer Support: Exploring Algorithmic Matching for Online Mental Health Communities.
Proc. ACM Hum. Comput. Interact.
Anna Fang, Haiyi Zhu
2022 — conf
The Model Card Authoring Toolkit: Toward Community-centered, Deliberation-driven AI Design.
FAccT
Hong Shen, Leijie Wang, Wesley H. Deng, Ciell Brusse, Ronald Velgersdijk, Haiyi Zhu
2022 J jnl
Towards a Learner-Centered Explainable AI: Lessons from the learning sciences.
CoRR
Anna Kawakami, Luke Guerdan, Yang Cheng, Anita Sun, Alison Hu, Kate Glazko, Nikos Aréchiga, Matthew L. Lee, Scott A. Carter, Haiyi Zhu, Kenneth Holstein
2022 — conf
Who Has an Interest in "Public Interest Technology"?: Critical Questions for Working with Local Governments & Impacted Communities.
CSCW Companion
Logan Stapleton, Devansh Saxena, Anna Kawakami, Tonya Nguyen, Asbjørn Ammitzbøll Flügge, Motahhare Eslami, Naja L. Holten Møller, Min Kyung Lee, Shion Guha, Kenneth Holstein, Haiyi Zhu
2021 J jnl
"Brilliant AI Doctor" in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment.
CoRR
Dakuo Wang, Liuping Wang, Zhan Zhang, Ding Wang, Haiyi Zhu, Yvonne Gao, Xiangmin Fan, Feng Tian
2021 A* conf
"Brilliant AI Doctor" in Rural Clinics: Challenges in AI-Powered Clinical Decision Support System Deployment.
CHI
Dakuo Wang, Liuping Wang, Zhan Zhang, Ding Wang, Haiyi Zhu, Yvonne Gao, Xiangmin Fan, Feng Tian
2021 — conf
An Image Strategy Based on Saliency Detection Using Luminance Contrast for Artificial Vision with Retinal Prosthesis.
ICICT (3)
Jing Wang, Jianyun Liu, Yuting Zhang, Haiyi Zhu, Yanling Han, Yun Zhang, Ruyan Zhou, Zhonghua Hong, Shuhu Yang
2021 J jnl
Join, Stay or Go?: A Closer Look at Members' Life Cycles in Online Health Communities.
Proc. ACM Hum. Comput. Interact.
Zheng Yao, Diyi Yang, John M. Levine, Carissa A. Low, Tenbroeck Smith, Haiyi Zhu, Robert E. Kraut
2021 J jnl
Learning to Ignore: A Case Study of Organization-Wide Bulk Email Effectiveness.
Proc. ACM Hum. Comput. Interact.
Ruoyan Kong, Haiyi Zhu, Joseph A. Konstan
2021 A* conf
Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems.
CHI
Hao Fei Cheng, Logan Stapleton, Ruiqi Wang, Paige Bullock, Alexandra Chouldechova, Zhiwei Steven Wu, Haiyi Zhu
2021 J jnl
Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems.
CoRR
Hao Fei Cheng, Logan Stapleton, Ruiqi Wang, Paige Bullock, Alexandra Chouldechova, Zhiwei Steven Wu, Haiyi Zhu
2021 J jnl
Technical Features of Asynchronous and Synchronous Community Platforms and their Effects on Community Cohesion: A Comparative Study of Forum-based and Chat-based Online Mental Health Communities.
J. Comput. Mediat. Commun.
Han Li, Robert E. Kraut, Haiyi Zhu
2021 J jnl
Together But Alone: Atomization and Peer Support among Gig Workers.
Proc. ACM Hum. Comput. Interact.
Zheng Yao, Silas Weden, Lea Emerlyn, Haiyi Zhu, Robert E. Kraut
2021 — conf
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation.
FAccT
Hong Shen, Wesley H. Deng, Aditi Chattopadhyay, Zhiwei Steven Wu, Xu Wang, Haiyi Zhu
2021 A conf
Wikipedia ORES Explorer: Visualizing Trade-offs For Designing Applications With Machine Learning API.
Conference on Designing Interactive Systems
Zining Ye, Xinran Yuan, Shaurya Gaur, Aaron Halfaker, Jodi Forlizzi, Haiyi Zhu
2020 J jnl
Designing Alternative Representations of Confusion Matrices to Support Non-Expert Public Understanding of Algorithm Performance.
Proc. ACM Hum. Comput. Interact.
Hong Shen, Haojian Jin, Ángel Alexander Cabrera, Adam Perer, Haiyi Zhu, Jason I. Hong
2020 A* conf
Disseminating Research News in HCI: Perceived Hazards, How-To's, and Opportunities for Innovation.
CHI
C. Estelle Smith, Eduardo Nevarez, Haiyi Zhu
2020 J jnl
Disseminating Research News in HCI: Perceived Hazards, How-To's, and Opportunities for Innovation.
CoRR
C. Estelle Smith, Eduardo Nevarez, Haiyi Zhu
2020 J jnl
Exploring Antecedents and Consequences of Toxicity in Online Discussions: A Case Study on Reddit.
Proc. ACM Hum. Comput. Interact.
Yan Xia, Haiyi Zhu, Tun Lu, Peng Zhang, Ning Gu
2020 A* conf
Factors Influencing Perceived Fairness in Algorithmic Decision-Making: Algorithm Outcomes, Development Procedures, and Individual Differences.
CHI
Ruotong Wang, F. Maxwell Harper, Haiyi Zhu
2020 J jnl
Factors Influencing Perceived Fairness in Algorithmic Decision-Making: Algorithm Outcomes, Development Procedures, and Individual Differences.
CoRR
Ruotong Wang, F. Maxwell Harper, Haiyi Zhu
2020 J jnl
Introduction to this special issue on unifying human computer interaction and artificial intelligence.
Hum. Comput. Interact.
Munmun De Choudhury, Min Kyung Lee, Haiyi Zhu, David A. Shamma
2020 A* conf
Keeping Community in the Loop: Understanding Wikipedia Stakeholder Values for Machine Learning-Based Systems.
CHI
C. Estelle Smith, Bowen Yu, Anjali Srivastava, Aaron Halfaker, Loren Terveen, Haiyi Zhu
2020 J jnl
Keeping Community in the Loop: Understanding Wikipedia Stakeholder Values for Machine Learning-Based Systems.
CoRR
C. Estelle Smith, Bowen Yu, Anjali Srivastava, Aaron Halfaker, Loren Terveen, Haiyi Zhu
2020 A conf
Keeping Designers in the Loop: Communicating Inherent Algorithmic Trade-offs Across Multiple Objectives.
Conference on Designing Interactive Systems
Bowen Yu, Ye Yuan, Loren Terveen, Zhiwei Steven Wu, Jodi Forlizzi, Haiyi Zhu
2020 J jnl
Learning to Ignore: A Case Study of Organization-Wide Bulk Email Effectiveness.
CoRR
Ruoyan Kong, Haiyi Zhu, Joseph A. Konstan
2020 A* conf
Race, Gender and Beauty: The Effect of Information Provision on Online Hiring Biases.
CHI
Weiwen Leung, Zheng Zhang, Daviti Jibuti, Jinhao Zhao, Maximilian Klein, Casey Pierce, Lionel Robert, Haiyi Zhu
2020 J jnl
Race, Gender and Beauty: The Effect of Information Provision on Online Hiring Biases.
CoRR
Weiwen Leung, Zheng Zhang, Daviti Jibuti, Jinhao Zhao, Maximilian Klein, Casey Pierce, Lionel Robert, Haiyi Zhu
2020 J jnl
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation.
CoRR
Hong Shen, Wesley Deng, Aditi Chattopadhyay, Zhiwei Steven Wu, Xu Wang, Haiyi Zhu
2019 J jnl
Designing Interfaces to Help Stakeholders Comprehend, Navigate, and Manage Algorithmic Trade-Offs.
CoRR
Bowen Yu, Ye Yuan, Loren Terveen, Zhiwei Steven Wu, Haiyi Zhu
2019 J jnl
Effects of Anonymity, Ephemerality, and System Routing on Cost in Social Question Asking.
Proc. ACM Hum. Comput. Interact.
Haiwei Ma, Hao Fei Cheng, Bowen Yu, Haiyi Zhu
2019 A* conf
Explaining Decision-Making Algorithms through UI: Strategies to Help Non-Expert Stakeholders.
CHI
Hao Fei Cheng, Ruotong Wang, Zheng Zhang, Fiona O'Connell, Terrance Gray, F. Maxwell Harper, Haiyi Zhu
2019 B conf
Teaching UI Design at Global Scales: A Case Study of the Design of Collaborative Capstone Projects for MOOCs.
L@S
Hao Fei Cheng, Bowen Yu, Siwei Fu, Jian Zhao, Brent J. Hecht, Joseph A. Konstan, Loren Terveen, Svetlana Yarosh, Haiyi Zhu
2019 A conf
Towards Value-Sensitive Learning Analytics Design.
LAK
Bodong Chen, Haiyi Zhu
2019 — conf
Understanding Social Costs in Online Question Asking.
CHI Extended Abstracts
Haiwei Ma, Bowen Yu, Hao Fei Cheng, Haiyi Zhu
2018 A* conf
Content is King, Leadership Lags: Effects of Prior Experience on Newcomer Retention and Productivity in Online Production Groups.
CHI
Raghav Pavan Karumur, Bowen Yu, Haiyi Zhu, Joseph A. Konstan
2018 A* conf
T-Cal: Understanding Team Conversational Data with Calendar-based Visualization.
CHI
Siwei Fu, Jian Zhao, Hao Fei Cheng, Haiyi Zhu, Jennifer Marlow
2018 — conf
The Changing Contours of "Participation" in Data-driven, Algorithmic Ecosystems: Challenges, Tactics, and an Agenda.
CSCW Companion
Christine T. Wolf, Haiyi Zhu, Julia Bullard, Min Kyung Lee, Jed R. Brubaker
2018 J jnl
Towards Value-Sensitive Learning Analytics Design.
CoRR
Bodong Chen, Haiyi Zhu
2018 J jnl
Value-Sensitive Algorithm Design: Method, Case Study, and Lessons.
Proc. ACM Hum. Comput. Interact.
Haiyi Zhu, Bowen Yu, Aaron Halfaker, Loren Terveen
2018 A* conf
[Un]breaking News: Design Opportunities for Enhancing Collaboration in Scientific Media Production.
CHI
C. Estelle Smith, Xinyi Wang, Raghav Pavan Karumur, Haiyi Zhu
2017 — conf
A Community Rather Than A Union: Understanding Self-Organization Phenomenon on MTurk and How It Impacts Turkers and Requesters.
CHI Extended Abstracts
Xinyi Wang, Haiyi Zhu, Yangyun Li, Yu Cui, Joseph A. Konstan
2017 J jnl
Never Too Old, Cold or Dry to Watch the Sky: A Survival Analysis of Citizen Science Volunteerism.
Proc. ACM Hum. Comput. Interact.
S. Andrew Sheppard, Julian Turner, Jacob Thebault-Spieker, Haiyi Zhu, Loren G. Terveen
2017 J jnl
Out With The Old, In With The New?: Unpacking Member Turnover in Online Production Groups.
Proc. ACM Hum. Comput. Interact.
Bowen Yu, Xinyi Wang, Allen Yilun Lin, Yuqing Ren, Loren G. Terveen, Haiyi Zhu
2017 A conf
Predicting Member Productivity and Withdrawal from Pre-Joining Attachments in Online Production Groups.
CSCW
Bowen Yu, Yuqing Ren, Loren G. Terveen, Haiyi Zhu
2017 B conf
ProjectLens: Supporting Project-based Collaborative Learning on MOOCs.
L@S
Hao Fei Cheng, Bowen Yu, Yeong Hoon Park, Haiyi Zhu
2017 J jnl
Quality Standards, Service Orientation, and Power in Airbnb and Couchsurfing.
Proc. ACM Hum. Comput. Interact.
Maximilian Klein, Jinhao Zhao, Jiajun Ni, Isaac Johnson, Benjamin Mako Hill, Haiyi Zhu
2017 J jnl
The Effect of Emotional Cues from the NFL on Wikipedia Contributions.
Proc. ACM Hum. Comput. Interact.
Weiwen Leung, Haiyi Zhu, Joseph A. Konstan
2017 J jnl
The Sharing Economy in Computing: A Systematic Literature Review.
Proc. ACM Hum. Comput. Interact.
Tawanna R. Dillahunt, Xinyi Wang, Earnest Wheeler, Hao Fei Cheng, Brent J. Hecht, Haiyi Zhu
2017 J jnl
Understanding Relationship Overlapping on Social Network Sites: A Case Study of Weibo and Douban.
Proc. ACM Hum. Comput. Interact.
Peng Zhang, Haiyi Zhu, Tun Lu, Hansu Gu, Wenjian Huang, Ning Gu
2016 A conf
A Contingency View of Transferring and Adapting Best Practices within Online Communities.
CSCW
Haiyi Zhu, Robert E. Kraut, Aniket Kittur
2016 A* conf
A Market in Your Social Network: The Effects of Extrinsic Rewards on Friendsourcing and Relationships.
CHI
Haiyi Zhu, Sauvik Das, Yiqun Cao, Shuang Yu, Aniket Kittur, Robert E. Kraut
2016 A conf
Effectiveness of Conflict Management Strategies in Peer Review Process of Online Collaboration Projects.
CSCW
Wenjian Huang, Tun Lu, Haiyi Zhu, Guo Li, Ning Gu
2016 C conf
Monitoring the Gender Gap with Wikidata Human Gender Indicators.
OpenSym
Maximilian Klein, Harsh Gupta, Vivek Rai, Piotr Konieczny, Haiyi Zhu
2015 — —
Essays on Achieving Success in Peer Production: Contributor Management, Best Practice Transfer and Inter- Community Relationships.
Haiyi Zhu
2015 A conf
Is It Good to Be Like Wikipedia?: Exploring the Trade-offs of Introducing Collaborative Editing Model to Q&A Sites.
CSCW
Guo Li, Haiyi Zhu, Tun Lu, Xianghua Ding, Ning Gu
2014 A* conf
Goals and perceived success of online enterprise communities: what is important to leaders & members?
CHI
Tara Matthews, Jilin Chen, Steve Whittaker, Aditya Pal, Haiyi Zhu, Hernan Badenes, Barton A. Smith
2014 A conf
Reviewing versus doing: learning and performance in crowd assessment.
CSCW
Haiyi Zhu, Steven P. Dow, Robert E. Kraut, Aniket Kittur
2014 A* conf
Selecting an effective niche: an ecological view of the success of online communities.
CHI
Haiyi Zhu, Jilin Chen, Tara Matthews, Aditya Pal, Hernan Badenes, Robert E. Kraut
2014 A* conf
The impact of membership overlap on the survival of online communities.
CHI
Haiyi Zhu, Robert E. Kraut, Aniket Kittur
2013 J jnl
Effectiveness of Shared Leadership in Wikipedia.
Hum. Factors
Haiyi Zhu, Robert E. Kraut, Aniket Kittur
2013 A* conf
Effects of peer feedback on contribution: a field experiment in Wikipedia.
CHI
Haiyi Zhu, Amy Zhang, Jiping He, Robert E. Kraut, Aniket Kittur
2013 C conf
The Impact of Membership Overlap on the Survival of Online Communities.
ICIS
Haiyi Zhu, Robert E. Kraut, Niki Kittur
2012 A conf
Coordination and beyond: social functions of groups in open content production.
CSCW
Andrea Forte, Niki Kittur, Vanessa Larco, Haiyi Zhu, Amy S. Bruckman, Robert E. Kraut
2012 A conf
Effectiveness of shared leadership in online communities.
CSCW
Haiyi Zhu, Robert E. Kraut, Aniket Kittur
2012 A conf
Organizing without formal organization: group identification, goal setting and social modeling in directing online production.
CSCW
Haiyi Zhu, Robert E. Kraut, Aniket Kittur
2012 A* conf
To switch or not to switch: understanding social influence in online choices.
CHI
Haiyi Zhu, Bernardo A. Huberman, Yarun Luon
2011 A* conf
Identifying shared leadership in Wikipedia.
CHI
Haiyi Zhu, Robert E. Kraut, Yi-Chia Wang, Aniket Kittur
2011 J jnl
To Switch or Not To Switch: Understanding Social Influence in Recommender Systems
CoRR
Haiyi Zhu, Bernardo A. Huberman, Yarun Luon