Eliciting and Enforcing Subjective Individual Fairness. - Christopher Jung 001; Michael J. Kearns; Seth Neel; Aaron Roth 001; Logan Stapleton; Zhiwei Steven Wu (CoRR, 2019)

Soliciting Stakeholders' Fairness Notions in Child Maltreatment Predictive Systems. - Hao Fei Cheng; Logan Stapleton; Ruiqi Wang; Paige Bullock; Alexandra Chouldechova; Zhiwei Steven Wu; Haiyi Zhu (CHI, 2021)

An Algorithmic Framework for Fairness Elicitation. - Christopher Jung 001; Michael Kearns; Seth Neel; Aaron Roth 001; Logan Stapleton; Zhiwei Steven Wu (FORC, 2021)

Incentivizing Compliance with Algorithmic Instruments. - Dung Daniel T. Ngo; Logan Stapleton; Vasilis Syrgkanis; Steven Wu 001 (ICML, 2021)

"Why Do I Care What's Similar?" Probing Challenges in AI-Assisted Child Welfare Decision-Making through Worker-AI Interface Design Concepts. - Anna Kawakami; Venkatesh Sivaraman; Logan Stapleton; Hao Fei Cheng; Adam Perer; Zhiwei Steven Wu; Haiyi Zhu; Kenneth Holstein (Conference on Designing Interactive Systems, 2022)

How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions. - Hao Fei Cheng; Logan Stapleton; Anna Kawakami; Venkatesh Sivaraman; Yanghuidi Cheng; Diana Qing; Adam Perer; Kenneth Holstein; Zhiwei Steven Wu; Haiyi Zhu (CHI, 2022)

Improving Human-AI Partnerships in Child Welfare: Understanding Worker Practices, Challenges, and Desires for Algorithmic Decision Support. - Anna Kawakami; Venkatesh Sivaraman; Hao Fei Cheng; Logan Stapleton; Yanghuidi Cheng; Diana Qing; Adam Perer; Zhiwei Steven Wu; Haiyi Zhu; Kenneth Holstein (CHI, 2022)

Who Has an Interest in "Public Interest Technology"?: Critical Questions for Working with Local Governments & Impacted Communities. - 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 (CSCW Companion, 2022)

Imagining new futures beyond predictive systems in child welfare: A qualitative study with impacted stakeholders. - Logan Stapleton; Min Hun Lee; Diana Qing; Marya Wright; Alexandra Chouldechova; Ken Holstein; Zhiwei Steven Wu; Haiyi Zhu (FAccT, 2022)

Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses. - Keegan Harris; Dung Daniel T. Ngo; Logan Stapleton; Hoda Heidari; Steven Wu 001 (ICML, 2022)

A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms. - Nil-Jana Akpinar; Manish Nagireddy; Logan Stapleton; Hao Fei Cheng; Haiyi Zhu; Zhiwei Steven Wu; Hoda Heidari (CoRR, 2022)

Extended Analysis of "How Child Welfare Workers Reduce Racial Disparities in Algorithmic Decisions". - Logan Stapleton; Hao Fei Cheng; Anna Kawakami; Venkatesh Sivaraman; Yanghuidi Cheng; Diana Qing; Adam Perer; Kenneth Holstein; Zhiwei Steven Wu; Haiyi Zhu (CoRR, 2022)

Community-driven AI: Empowering people through responsible data-driven decision-making. - Ruyuan Wan; Adriana Alvarado Garcia; Devansh Saxena; Catalina Vajiac; Anna Kawakami; Logan Stapleton; Haiyi Zhu; Kenneth Holstein; Heloisa Candello; Karla A. Badillo-Urquiola (CSCW Companion, 2023)

Seeing Seeds Beyond Weeds: Green Teaming Generative AI for Beneficial Uses. - Logan Stapleton; Jordan Taylor; Sarah E. Fox; Tongshuang Wu; Haiyi Zhu (CoRR, 2023)

"If This Person is Suicidal, What Do I Do?": Designing Computational Approaches to Help Online Volunteers Respond to Suicidality. - Logan Stapleton; Sunniva Liu; Cindy Liu; Irene Hong; Stevie Chancellor; Robert E. Kraut; Haiyi Zhu (CHI, 2024)

Data Agency Theory: A Precise Theory of Justice for AI Applications. - Leah Ajmani; Logan Stapleton; Mo Houtti; Stevie Chancellor (FAccT, 2024)

Advancing a Consent-Forward Paradigm for Digital Mental Health Data. - Sachin R. Pendse; Logan Stapleton; Neha Kumar 001; Munmun De Choudhury; Stevie Chancellor (CoRR, 2024)