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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

Management Science, 72(5), 4298-4318.

IS Department

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Preliminary version appears in BBTC 2023 (Miami, FL), CIST 2022 (Indianapolis, IN), POMS 2022 (Virtual).

Surfacing the Invisible: Artificial Intelligence and the Information Systems Discipline

with Ritu Agarwal, Balaji Padmanabhan

Transactions on Management Information Systems, forthcoming.

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.).

with Fangyu Lin, Mohammadreza Ebrahimi, Weifeng Li, Hsinchun Chen

Under 1st-round Major Revision at Decision Support Systems  â€‹

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Preliminary version appears in IEEE Intelligence and Security Informatics (ISI) 2021 (Virtual). Best Paper Award.

with Balaji PadmanabhanSiva Viswanathan

Under 1st-round Major Revision at Information Systems Research

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Preliminary version appears in CIST 2025 (Atlanta, GA), NYU-TAU Workshop (NYC, NY), AI in Business 2025 (Columbus, OH), INFORMS Workshop on Data Science 2025 (Atlanta, GA), Best Student Paper Award. WITS 2025, 3rd Wharton Business & GenAI (San Francisco, CA)POMS 2025 (Atlanta, GA)

Finalist, 2024 UMD Invention of the Year Awards

with Qili Wang, Xingchen Xu, Wenying Gu, Liangfei Qiu 

Under Review

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Preliminary version appears in CIST 2024 (Seattle, WA)

with Wenying Gu, Guohou Shan, Bin Gu

In Preparation for Submission â€‹

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Preliminary version appears in CSWIM 2026 (Haikou, China), BizAI 2026 (Dallas, TX), POM 2026 (Reno, NV).

Other Conference Proceedings and Presentations

with Balaji PadmanabhanSiva Viswanathan

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​IEEE Conference on Artificial Intelligence (CAI) 

2026, Granada, Spain

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

Selected Work-In-Progress

Disentangling Audience Preference and Creative Effect in Visual Content Analytics

AI Agent Teams in Content Moderation

Promoting Human-Machine Collaboration in AI Workflows

Explaining and Addressing Issues in AI Medical Scribe

Security Deposit in Two-Sided Platforms

Last Update: June 2026

©2026 by Yizhi Liu

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