Haiyi Zhu
Orcid: 0000-0001-7271-9100Affiliations:
- University of Minnesota, Minneapolis, MN, USA
According to our database1,
Haiyi Zhu
authored at least 92 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
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Online presence:
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on haiyizhu.com
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on dl.acm.org
On csauthors.net:
Bibliography
2024
The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder Early-stage Deliberations Around Public Sector AI Proposals.
CoRR, 2024
CoRR, 2024
2023
"Nip it in the Bud": Moderation Strategies in Open Source Software Projects and the Role of Bots.
Proc. ACM Hum. Comput. Interact., 2023
What Makes Digital Support Effective? How Therapeutic Skills Affect Clinical Well-Being.
CoRR, 2023
CoRR, 2023
Shaping Online Dialogue: Examining How Community Rules Affect Discussion Structures on Reddit.
CoRR, 2023
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs.
CoRR, 2023
CoRR, 2023
Recentering Validity Considerations through Early-Stage Deliberations Around AI and Policy Design.
CoRR, 2023
Navigating Multi-Stakeholder Incentives and Preferences: Co-Designing Alternatives for the Future of Gig Worker Well-Being.
CoRR, 2023
Community-driven AI: Empowering people through responsible data-driven decision-making.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023
Training Towards Critical Use: Learning to Situate AI Predictions Relative to Human Knowledge.
Proceedings of The ACM Collective Intelligence Conference, 2023
Designing Individualized Policy and Technology Interventions to Improve Gig Work Conditions.
Proceedings of the 2nd Annual Meeting of the Symposium on Human-Computer Interaction for Work, 2023
Understanding Frontline Workers' and Unhoused Individuals' Perspectives on AI Used in Homeless Services.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Measuring the Stigmatizing Effects of a Highly Publicized Event on Online Mental Health Discourse.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
Ludification as a Lens for Algorithmic Management: A Case Study of Gig-Workers' Experiences of Ambiguity in Instacart Work.
Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023
Co-Designing Alternatives for the Future of Gig Worker Well-Being: Navigating Multi-Stakeholder Incentives and Preferences.
Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023
2022
Learning to Become a Volunteer Counselor: Lessons from a Peer-to-Peer Mental Health Community.
Proc. ACM Hum. Comput. Interact., 2022
Matching for Peer Support: Exploring Algorithmic Matching for Online Mental Health Communities.
Proc. ACM Hum. Comput. Interact., 2022
CoRR, 2022
A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms.
CoRR, 2022
Extended Analysis of "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions".
CoRR, 2022
Comparing Experts and Novices for AI Data Work: Insights on Allocating Human Intelligence to Design a Conversational Agent.
Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing, 2022
How are ML-Based Online Content Moderation Systems Actually Used? Studying Community Size, Local Activity, and Disparate Treatment.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
The Model Card Authoring Toolkit: Toward Community-centered, Deliberation-driven AI Design.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022
Who Has an Interest in "Public Interest Technology"?: Critical Questions for Working with Local Governments & Impacted Communities.
Proceedings of the Companion Computer Supported Cooperative Work and Social Computing, 2022
Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
A Little Too Personal: Effects of Standardization versus Personalization on Job Acquisition, Work Completion, and Revenue for Online Freelancers.
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022
"Why Do I Care What's Similar?" Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts.
Proceedings of the DIS '22: Designing Interactive Systems Conference, Virtual Event, Australia, June 13, 2022
2021
Join, Stay or Go?: A Closer Look at Members' Life Cycles in Online Health Communities.
Proc. ACM Hum. Comput. Interact., 2021
Proc. ACM Hum. Comput. Interact., 2021
Proc. ACM Hum. Comput. Interact., 2021
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., 2021
"Brilliant AI Doctor" in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment.
CoRR, 2021
An Image Strategy Based on Saliency Detection Using Luminance Contrast for Artificial Vision with Retinal Prosthesis.
Proceedings of Sixth International Congress on Information and Communication Technology, 2021
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation.
Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021
"Brilliant AI Doctor" in Rural Clinics: Challenges in AI-Powered Clinical Decision Support System Deployment.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021
Wikipedia ORES Explorer: Visualizing Trade-offs For Designing Applications With Machine Learning API.
Proceedings of the DIS '21: Designing Interactive Systems Conference 2021, 2021
2020
Exploring Antecedents and Consequences of Toxicity in Online Discussions: A Case Study on Reddit.
Proc. ACM Hum. Comput. Interact., 2020
Designing Alternative Representations of Confusion Matrices to Support Non-Expert Public Understanding of Algorithm Performance.
Proc. ACM Hum. Comput. Interact., 2020
Introduction to this special issue on unifying human computer interaction and artificial intelligence.
Hum. Comput. Interact., 2020
Keeping Community in the Loop: Understanding Wikipedia Stakeholder Values for Machine Learning-Based Systems.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
Disseminating Research News in HCI: Perceived Hazards, How-To's, and Opportunities for Innovation.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
Race, Gender and Beauty: The Effect of Information Provision on Online Hiring Biases.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
Factors Influencing Perceived Fairness in Algorithmic Decision-Making: Algorithm Outcomes, Development Procedures, and Individual Differences.
Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020
Keeping Designers in the Loop: Communicating Inherent Algorithmic Trade-offs Across Multiple Objectives.
Proceedings of the DIS '20: Designing Interactive Systems Conference 2020, 2020
2019
Effects of Anonymity, Ephemerality, and System Routing on Cost in Social Question Asking.
Proc. ACM Hum. Comput. Interact., 2019
Designing Interfaces to Help Stakeholders Comprehend, Navigate, and Manage Algorithmic Trade-Offs.
CoRR, 2019
Teaching UI Design at Global Scales: A Case Study of the Design of Collaborative Capstone Projects for MOOCs.
Proceedings of the Sixth ACM Conference on Learning @ Scale, 2019
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019
Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
Explaining Decision-Making Algorithms through UI: Strategies to Help Non-Expert Stakeholders.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
2018
Proc. ACM Hum. Comput. Interact., 2018
The Changing Contours of "Participation" in Data-driven, Algorithmic Ecosystems: Challenges, Tactics, and an Agenda.
Proceedings of the Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2018
[Un]breaking News: Design Opportunities for Enhancing Collaboration in Scientific Media Production.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
Content is King, Leadership Lags: Effects of Prior Experience on Newcomer Retention and Productivity in Online Production Groups.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018
2017
Understanding Relationship Overlapping on Social Network Sites: A Case Study of Weibo and Douban.
Proc. ACM Hum. Comput. Interact., 2017
Out With The Old, In With The New?: Unpacking Member Turnover in Online Production Groups.
Proc. ACM Hum. Comput. Interact., 2017
Never Too Old, Cold or Dry to Watch the Sky: A Survival Analysis of Citizen Science Volunteerism.
Proc. ACM Hum. Comput. Interact., 2017
Proc. ACM Hum. Comput. Interact., 2017
Proc. ACM Hum. Comput. Interact., 2017
Proc. ACM Hum. Comput. Interact., 2017
Proceedings of the Fourth ACM Conference on Learning @ Scale, 2017
Predicting Member Productivity and Withdrawal from Pre-Joining Attachments in Online Production Groups.
Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2017
A Community Rather Than A Union: Understanding Self-Organization Phenomenon on MTurk and How It Impacts Turkers and Requesters.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017
2016
Proceedings of the 12th International Symposium on Open Collaboration, 2016
A Contingency View of Transferring and Adapting Best Practices within Online Communities.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016
Effectiveness of Conflict Management Strategies in Peer Review Process of Online Collaboration Projects.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016
A Market in Your Social Network: The Effects of Extrinsic Rewards on Friendsourcing and Relationships.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
2015
Essays on Achieving Success in Peer Production: Contributor Management, Best Practice Transfer and Inter- Community Relationships.
PhD thesis, 2015
Is It Good to Be Like Wikipedia?: Exploring the Trade-offs of Introducing Collaborative Editing Model to Q&A Sites.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015
2014
Proceedings of the Computer Supported Cooperative Work, 2014
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
Selecting an effective niche: an ecological view of the success of online communities.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
Goals and perceived success of online enterprise communities: what is important to leaders & members?
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
Organizing without formal organization: group identification, goal setting and social modeling in directing online production.
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012
Proceedings of the CSCW '12 Computer Supported Cooperative Work, 2012
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012
2011
CoRR, 2011
Proceedings of the International Conference on Human Factors in Computing Systems, 2011