Publications
- Towards Conceptualization of “Fair Explanation”: Disparate Impacts of Anti-Asian Hate Speech Explanations on Content Moderators
with Tin Nguyen, Aayushi Roy, Hal Daumé III, and Marine Carpuat. EMNLP 2023 – [Paper] [Code]- In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
- Effort-Aware Fairness: Incorporating a Philosophy-Informed, Human-Centered Notion of Effort into Algorithmic Fairness Metrics
with Tin Nguyen, Zora Che, Phuong-Anh Nguyen-Le, Rushil Dandamudi, Donald Braman, Furong Huang, Hal Daumé III, and Zubin Jelveh. AAAI/ACM AIES 2025 – [Paper][Poster] [Code]- In Proceedings of the 8th AAAI/ACM Conference on AI, Ethics, and Society
- Which Demographic Features Are Relevant for Individual Fairness Evaluation of U.S. Recidivism Risk Assessment Tools?
with Tin Nguyen, Phuong-Anh Nguyen-Le, Donald Braman, Jonathan Lazar, Hal Daumé III, and Zubin Jelveh. ICAIL 2025 – [Paper] [Code]- In Proceedings of the 20th International Conference on Artificial Intelligence and Law
Working Papers
- Personalized Assortment Optimization for a Subscription Business Model of Experience Goods
with Gah-Yi Ban, Wedad J. Elmaghraby, and L. Beril Toktay. Reject and Resubmit at Management Science – [SSRN]- Media Coverage: Imperial Business Knowledge
- Presented at MSOM 2025, RMP 2025, Stitch Fix Algo Hours 2025, INFORMS 2024, POMS (2024, 2025), and Purdue Operations Conference 2023
- AI Self-preferencing in Algorithmic Hiring: Empirical Evidence and Insights
with Gujie Li and Jane Yi Jiang. Under Review at Science Advances – [SSRN]- Media Coverage: The Register
- Best Student Paper Runner-up, Conference on Information Systems and Technology 2025
- Finalist, Best Student Paper Presentation Award at Fisher AI in Business Conference
- Winner, INFORMS MIF Summer Webinar Competition 2025
- Third Place, INFORMS K-12 Poster Competition 2025
- Accepted at Business Conferences: 3rd Annual Business & Generative AI Conference (AI@Wharton 2025), Fisher AI in Business Conference 2025, 2025 Markets & Society Conference, CIST 2025, INFORMS Workshop on Data Science 2025, INFORMS Workshop on Data Mining and Decision Analytics 2025
- Accepted at Computer Science Conferences: AAAI/ACM AIES 2025 (Oral presentation; 6% of 748 submissions), EAAMO’25 (Oral presentation; 25.4% of 126 submissions)
- Supported by Institute for Humane Studies Research Grant (\$1,500), EAAMO’25 Travel Grant Award (\$1,050)
- How May U.S. Courts Scrutinize Their Recidivism Risk Assessment Tools? Contextualizing AI Fairness Criteria on a Judicial Scrutiny-Based Framework
with Tin Nguyen, Phuong-Anh Nguyen-Le, Donald Braman, Jonathan Lazar, Hal Daumé III, and Zubin Jelveh. – [SSRN]
Selected Works-In-Progress
- What You Say or How You Say It? Predicting Freelance Job Success with Large Language Models
with Ashish S. Kabra, Kunpeng Zhang, and Wedad J. Elmaghraby.- Supported by OpenAI Researcher Access Program (\$1,000), Smith Internal Grant (\$10,000)
- Finalist, UMD Three-Minute Thesis (3MT) Competition 2025
- AI-Infused Nudges for Supply Chain Decision Making
with Jane Yi Jiang and Wedad J. Elmaghraby.- Supported by Faculty–Student Research Award ($15,000) from the Graduate School
- AI Copyright Infringement: Customers, Creators, and Model Marketplaces
with Jane Yi Jiang and Jiding Zhang.
