Research Interests
Artificial Intelligence
Fintech
Healthcare
Journal Publication
Recreational Cannabis Legalization and Illicit Drugs: Drug Usage, Mortality, and Darknet Transactions
with Wei Chen, Karen Xie
Production and Operations Management, 34(1), 99-119.
Healthcare Department
Social Audience Size as a Reference Point: Evidence from a Field Experiment
with Xingchen Xu, Qili Wang, Liangfei Qiu
Forthcoming at Management Science
IS Department
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Preliminary version appears in BBTC 2023 (Miami, FL), CIST 2022 (Indianapolis, IN), POMS 2022 (Virtual).
Working Papers
Human Bias and LLM Performance: Evidence from Stigmatizing Language in EHR Notes
with Weiguang Wang, Guodong (Gordon) Gao, Ritu Agarwal
Under 2nd-round Major Revision at Management Science
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Preliminary version appears in ICIS 2023 (Hyderabad, India), INFORMS 2023 (Phoenix, AZ), POMS 2023 (Orlando, FL), CHITA 2023 (Washington, D.C.).
From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias (Job Market Paper)
with Balaji Padmanabhan, Siva Viswanathan
Under Review
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Preliminary version appears in CIST 2025 (Atlanta, GA), NYU-TAU Workshop (NYC, NY), AI in Business 2025 (Columbus, OH), INFORMS 2025 (Atlanta, GA), POMS 2025 (Atlanta, GA)
Finalist, 2024 UMD Invention of the Year Awards
Deepfake-Enabled Bias Measurement and Mitigation in Visual Decision Making: A Multimodal LLM-based Multi-agent Systems Approach
with Balaji Padmanabhan, Siva Viswanathan
In Preparation for Submission ​
Preliminary version appears in INFORMS Workshop on Data Science 2025 (Atlanta, GA), Best Student Paper Award. WITS 2025, 3rd Wharton Business & GenAI (San Francisco, CA)
Automated Exposed PII Detection on Social Media for Increasing Privacy Risk Awareness:
A Deep Transfer Learning and Multi-Context Attention Approach
with Fangyu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen
Under Review ​
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Preliminary version appears in IEEE Intelligence and Security Informatics (ISI) 2021 (Virtual). Best Paper Award.
Other Conference Proceedings and Presentations
with Fangyu Lin, Mohammadreza Ebrahimi, Zara Ahmad-Post, James Lee Hu, Jingyu Xin, Sagar Samtani, Weifeng Li, Hsinchun Chen
International Conference on Data Mining Workshops (ICDMW)
2020, Sorrento, Italy
with Fangyu Lin, Zara Ahmad-Post, Mohammadreza Ebrahimi, Ning Zhang, James Lee Hu, Jingyu Xin, Weifeng Li, Hsinchun Chen
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IEEE International Conference on Intelligence and Security Informatics (ISI) 2020, Arlington, VA