Publications

– Hao-Fei Cheng, Logan Stapleton, Ruiqi Wang, Paige Bullock, Alexandra Chouldechova, Zhiwei Steven Wu, and Haiyi Zhu. 2021. Soliciting Stakeholders’ Fairness Notions in Child Maltreatment Predictive Systems. In CHI Conference on Human Factors in Computing Systems (CHI ’21), May 8–13, 2021, Yokohama, Japan. ACM, New York, NY, USA.

– Dakuo Wang, Liuping Wang, Zhan Zhang, Ding Wang, Haiyi Zhu, Yvonne Gao, Xiangmin Fan, and Feng Tian. 2021. “Brilliant AI Doctor” in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment. In CHI Conference on Human Factors in Computing Systems (CHI ’21), May 8–13, 2021, Yokohama, Japan. ACM, New York, NY, USA.

– Zheng Yao, Diyi Yang, John M. Levine, Carissa A. Low, Tenbroeck Smith, Haiyi Zhu, and Robert E. Kraut. 2021. Join, Stay or Go? A Closer Look at Members’ Life Cycles in Online Health Communities. Proc. ACM Hum.-Comput. Interact.4, CSCW, (January 2021), 22 pages.

– Ruoyan Kong, Haiyi Zhu, and Joseph A. Konstan. 2021. Learning to Ignore: A Case Study of Organization-Wide Bulk Email Effectiveness. Proc. ACM Hum.-Comput. Interact.4, CSCW, (January 2021), 23 pages.

– Hong Shen, Hanwen Wesley Deng, Aditi Chattopadhyay, Zhiwei Steven Wu, Xu Wang, and Haiyi Zhu. 2021. Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation. FAccT 2021.

– Yan Xia, Haiyi Zhu, Tun Lu, Peng Zhang, and Ning Gu. 2020. Exploring Antecedents and Consequences of Toxicity in Online Discussions: A Case Study on Reddit. Proc. ACM Hum.-Comput. Interact.4, CSCW2, Article 108 (October 2020), 23 pages.

– Hong Shen, Haojian Jin, Ángel Alexander Cabrera, Adam Perer, Haiyi Zhu, and Jason I. Hong. 2020. Designing Alternative Representations of Confusion Matrices to Support Non-Expert Public Understanding of Algorithm Performance. Proc. ACM Hum.-Comput. Interact. 4, CSCW2, Article 153 (October 2020), 22 pages.

– Bowen Yu, Ye Yuan, Loren Terveen, Zhiwei Steven Wu, Jodi Forlizzi, and Haiyi Zhu. 2020. Keeping Designers in the Loop: Communicating Inherent Algorithmic Trade-offs Across Multiple Objectives. In Proceedings of the 2020 on Designing Interactive Systems Conference (DIS’2020). ACM, New York, NY, USA.

-C. Estelle Smith, Bowen Yu, Anjali Srivastava, Aaron Halfaker, Loren Terveen, and Haiyi Zhu. 2020. Keeping Community in the Loop: Understanding Wikipedia Stakeholder Values for Machine Learning-Based Systems. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, New York, NY, USA.

– Wang, Ruotong, F. Maxwell Harper, and Haiyi Zhu. Factors Influencing Perceived Fairness in Algorithmic Decision-Making: Algorithm Outcomes, Development Procedures, and Individual Differences. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, New York, NY, USA.

– Weiwen Leung, Zheng Zhang, Daviti Jibuti, Jinhao Zhao, Maximillian Klein, Casey Pierce, Lionel Robert, and Haiyi Zhu. Race, Gender and Beauty: The Effect of Information Provision on Online Hiring Biases. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, New York, NY, USA.

– C. Estelle Smith, Eduardo Nevarez, and Haiyi Zhu. 2020. Disseminating Research News in HCI: Perceived Hazards, How-To’s, and Opportunities for Innovation. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20). ACM, New York, NY, USA.

– Haiwei Ma, Hao-Fei Cheng, Bowen Yu, and Haiyi Zhu. “Effects of Anonymity, Ephemerality, and System Routing on Cost in Social Question Asking.” Proceedings of the ACM on Human-Computer Interaction 3, no. GROUP (2019): 1-21.

-Hao-Fei Cheng, Ruotong Wang, Zheng Zhang, Fiona O’Connell, Terrance Gray, F. Maxwell Harper, and Haiyi Zhu. 2019. Explaining Decision-Making Algorithms through UI: Strategies to Help Non-Expert Stakeholders. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI ’19). ACM, New York, NY, USA, Paper 559, 12 pages.

-Hao-Fei Cheng, Bowen Yu, Siwei Fu, Jian Zhao, Brent Hecht, Joseph Konstan, Loren Terveen, Svetlana Yarosh, and Haiyi Zhu. 2019. Teaching UI Design at Global Scales: A Case Study of the Design of Collaborative Capstone Projects for MOOCs. Learning at Scale 2019. [pdf]

-Bodong Chen and Haiyi Zhu. 2019. Towards Value-Sensitive Learning Analytics Design. In Proceedings of the 9th International Conference on Learning Analytics & Knowledge (LAK19). ACM, New York, NY, USA, 343-352.

–Haiyi Zhu, Bowen Yu, Aaron Halfaker, and Loren Terveen. 2018. Value-Sensitive Algorithm Design: Method, Case Study, and Lessons. Proceedings of the ACM on Human-Computer Interaction 2, CSCW, Article 194 (November 2018), 23 pages. [preprint]

-Estelle Smith, Xinyi Wang, Raghav Karumur, Haiyi Zhu (2018). [Un]breaking News: Design Opportunities for Enhancing Collaboration in Scientific Media Production. CHI’2018. [preprint]

– Raghav Karumur, Bowen Yu, Joseph Konstan, Haiyi Zhu (2018). Content is King, Leadership Lags: Effects of Prior Experience on Newcomer Retention and Productivity in Online Production Groups. CHI’2018.[preprint]

-Siwei Fu, Jian Zhao, Hao Fei Cheng, Haiyi Zhu, Jennifer Marlow (2018). T-Cal: Understanding Team Conversational Data with Calendar-based Visualization. CHI’2018.[preprint]

-Tawanna R. Dillahunt, Xinyi Wang, Earnest Wheeler, Hao Fei Cheng, Brent Hecht, and Haiyi Zhu. 2017. The Sharing Economy in Computing: A Systematic Literature Review. Proc. ACM Hum.-Comput. Interact. 1, CSCW, Article 38 (December 2017), 26 pages. [preprint]

-Maximilian Klein, Jinhao Zhao, Jiajun Ni, Isaac Johnson, Benjamin Mako Hill, and Haiyi Zhu. 2017. Quality Standards, Service Orientation, and Power in Airbnb and Couchsurfing. Proc. ACM Hum.-Comput. Interact. 1, CSCW, Article 58 (December 2017), 21 pages.[preprint]

-Weiwen Leung, Haiyi Zhu, and Joseph A. Konstan. 2017. The Effect of Emotional Cues from the NFL on Wikipedia Contributions. Proc. ACM Hum.-Comput. Interact. 1, CSCW, Article 66 (December 2017), 21 pages. [preprint]

-Bowen Yu, Xinyi Wang, Allen Yilun Lin, Yuqing Ren, Loren Terveen, and Haiyi Zhu. 2017. Out With The Old, In With The New?: Unpacking Member Turnover in Online Production Groups. Proc. ACM Hum.-Comput. Interact. 1, CSCW, Article 117 (December 2017), 19 pages. [preprint]

-Peng Zhang, Haiyi Zhu, Tun Lu, Hansu Gu, Wenjian Huang, and Ning Gu. 2017. Understanding Relationship Overlapping on Social Network Sites: A Case Study of Weibo and Douban. Proc. ACM Hum.-Comput. Interact. 1, CSCW, Article 120 (December 2017), 18 pages. [preprint]

-Andrew Sheppard, Julian Turner, Jacob Thebault-Spieker, Haiyi Zhu, and Loren Terveen. 2017. Never Too Old, Cold or Dry to Watch the Sky: A Survival Analysis of Citizen Science Volunteerism. Proc. ACM Hum.-Comput. Interact. 1, CSCW, Article 94 (December 2017), 21 pages.

-Yu, B., Ren, Y., Terveen, L., and Zhu, H. (2017) Predicting Member Productivity and Withdrawal from Pre-Joining Attachments in Online Production Groups. In CSCW ’17: 20th ACM Conference on Computer Supported Cooperative Work & Social Computing Proceedings. [Download pdf].

-Klein, M., Gupta, H., Rai, V., Konieczny P., Zhu, H., (2016) Monitoring the Gender Gap with Wikidata Human Gender Indicators. In OpenSym’ 2016: Proceedings of the 12th International Symposium on Open Collaboration Article. No. 16. [Download pdf].

– Zhu, H., Das, S., Cao, Y., Yu, S., Kittur, A., Kraut, R.E, (2016) A Market in Your Social Network: The Effects of Extrinsic Rewards on Friendsourcing and Relationships. In CHI’2016: Proceedings of the 2016 annual conference on Human factors in computing systems. New York: ACM Press. [Download pdf]Best Paper Honorable Mention.

– Zhu, H., Kraut, R.E., & Kittur, A., (2016). A Contingency View of Transferring and Adapting Best Practices within Online Communities. In CSCW ’16: 19th ACM Conference on Computer Supported Cooperative Work & Social Computing Proceedings. [download pre-camera-ready version]

– Huang, W., Lu, T., Zhu, H., Li, G., Gu, N., (2016). Effectiveness of Conflict Management Strategies in the Peer Review Process of Online Collaboration Projects. In CSCW ’16: 19th ACM Conference on Computer Supported Cooperative Work & Social Computing Proceedings.[download pre-camera-ready version]

– Li, G., Zhu H., Lu, T., Ding, X., Gu, N., (2015) Is It Good to Be Like Wikipedia?: Exploring the Trade-offs of Introducing Collaborative Editing Model to Q&A Sites. In CSCW ’15: 18th ACM Conference on Computer Supported Cooperative Work & Social Computing Proceedings. [download pdf]

– Zhu, H., Chen, J., Matthews, T., Pal, A., Kraut, R.E, (2014) Selecting an Effective Niche: An Ecological View of the Success of Online Communities. In CHI’2014: Proceedings of the 2014 annual conference on Human factors in computing systems. New York: ACM Press.[download pdf]

– Zhu, H., Kraut, R.E., & Kittur, A., (2014). The Impact of Membership Overlap on the Survival of Online Communities. In CHI’2014: Proceedings of the 2014 annual conference on Human factors in computing systems. New York: ACM Press.[download pdf]

– Matthews, T., Chen, J., Whittaker, S., Pal, A., Zhu, H., Badenes, H., Smith, B., (2014) Goals and Perceived Success of Online Enterprise Communities: What Is Important to Leaders & Members? In CHI’2014: Proceedings of the 2014 annual conference on Human factors in computing systems. New York: ACM Press.[download pdf]

– Zhu, H., Dow, S., Kraut, R.E., & Kittur, A., (2014) Reviewing versus Doing: Learning and Performance in Crowd Assessment. In CSCW’2014: Proceedings of the ACM conference on computer-supported cooperative work. New York: ACM Press. [download pdf]

– Zhu, H., Huberman, B.A., (2014) To Switch or Not To Switch: Understanding Social Influence in Online Choices. American Behavioral Scientist. [Download pdf]

– Zhu, H., Kraut, R.E., & Kittur, A., (2013). The Impact of Membership Overlap on the Survival of Online Communities. 2013 International Conference on Information Systems (ICIS 2013).

– Zhu, H., Kraut, R.E., & Kittur, A., (2013) Effects of Peer Feedback on Contribution: A Field Experiment in Wikipedia. Proceedings of the 2013 annual conference on Human factors in computing systems.CHI’2013 Best Paper Honorable Mention. [download pdf]

– Zhu, H., Kraut, R.E., & Kittur, A., (2013) Effectiveness of Shared Leadership in Wikipedia. Human Factors: The Journal of the Human Factors and Ergonomics Society. 2013 Human Factors Winning Paper. [download pdf]

– Zhu, H., Huberman, B.A., & Luon, Y., (2012) To Switch or Not To Switch: Understanding Social Influence in Online Choices. Proceedings of the 2012 annual conference on Human factors in computing systems. CHI’2012. [download pdf]

– Zhu, H., Kraut, R.E., & Kittur, A., (2012) Organizing without formal organization: Group Identification, Goal Setting and Social Modeling in Directing Online Production. CSCW’2012 Proceedings of the ACM conference on computer-supported cooperative work. [download pdf]

– Zhu, H., Kraut, R.E., & Kittur, A., (2012) Effectiveness of Shared Leadership in Online Communities. CSCW’2012 Proceedings of the ACM conference on computer-supported cooperative work. Best Paper Honorable Mention. [download pdf]

– Forte, A., Larco, V., Kittur, A., Zhu, H., Bruckman, A., Kraut, R.E.,(2012) Coordination and Beyond: Social Functions of Groups in Open Content Production. CSCW’2012 Proceedings of the ACM conference on computer-supported cooperative work. [download pdf]

– Zhu, H., Kraut, R.E., Wang, Y.C., & Kittur, A. (2011) Identifying Shared Leadership in Wikipedia. In CHI’2011: Proceedings of the 2011 annual conference on Human factors in computing systems. New York: ACM Press. [download pdf]