Hao-Fei Cheng

Researcher, Amazon

Joined

June 2022

Names

Hao-Fei Cheng (Preferred)

Hao Fei Cheng

Emails

****@umn.edu (Confirmed)

****@alumni.umn.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

PhD student

CMU, Carnegie Mellon University (andrew.cmu.edu)

2020 – 2021

PhD student

University of Minnesota - Twin Cities (umn.edu)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Steven Wu

2019 – 2021

PhD Advisor

Haiyi Zhu

2016 – 2021

Expertise

algorithmic fairness

2019 – 2023

human-ai collaboration

2019 – 2023

explainable AI

2018 – 2023

human-computer interaction

2016 – 2023

Publications

Why Do Customers Return Products? Using Customer Reviews to Predict Product Return Behaviors
Hao Fei Cheng, Eyal Krikon, Vanessa Murdock
- CHIIR 2024
- Readers: Everyone
Searching for Products in Virtual Reality: Understanding the Impact of Context and Result Presentation on User Experience
Austin R. Ward, Sandeep Avula, Hao Fei Cheng, Sheikh Muhammad Sarwar, Vanessa Murdock, Eugene Agichtein
- SIGIR 2023
- Readers: Everyone
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
- 2022 (modified: 19 Apr 2023)
- CHI 2022
- Readers: Everyone
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
- 2022 (modified: 19 Apr 2023)
- CoRR 2022
- Readers: Everyone
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
- 2022 (modified: 19 Apr 2023)
- CoRR 2022
- Readers: Everyone
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
- 2022 (modified: 19 Apr 2023)
- CoRR 2022
- Readers: Everyone
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
- 2022 (modified: 19 Apr 2023)
- CHI 2022
- Readers: Everyone
"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
- 2022 (modified: 19 Apr 2023)
- Conference on Designing Interactive Systems 2022
- Readers: Everyone
EdgeXAR: A 6-DoF Camera Multi-target Interaction Framework for MAR with User-friendly Latency Compensation
Wenxiao Zhang, Sikun Lin, Farshid Hassani Bijarbooneh, Hao Fei Cheng, Tristan Braud, Pengyuan Zhou, Lik-Hang Lee, Pan Hui
- Published: 01 Jan 2022, Last Modified: 16 May 2023
- Proc. ACM Hum. Comput. Interact. 2022
- Readers: Everyone
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
- 2021 (modified: 19 Apr 2023)
- CHI 2021
- Readers: Everyone

View all 23 publications

Co-Authors

View all 51 co-authors