Dennis Zhang

Full Professor, Business School, Washington University, Saint Louis

Joined

April 2025

Names

Dennis Zhang (Preferred)

Dennis J. Zhang

Emails

****@wustl.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Business School, Washington University, Saint Louis (wustl.edu)

Present

Advisors, Relations & Conflicts

PhD Advisor

Jan A. Van Mieghem

Present

PhD Advisee

Jiankun Sun

Present

PhD Advisee

Joren Gijsbrechts

Present

PhD Advisee

Zhiyu Zeng

Present

PhD Advisee

Zhiqi Zhang

Present

Expertise

Causal Inference and Machine Learning

Present

LLM

Present

Publications

Boosting In-Context Learning in LLMs Through the Lens of Classical Supervised Learning
Korel Gundem, Juncheng Dong, Dennis Zhang, Vahid Tarokh, Zhengling Qi
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
The Choice Overload Effect in Online Recommender Systems
Xiaoyang Long, Jiankun Sun, Hengchen Dai, Dennis J. Zhang, Jianfeng Zhang, Yujie Chen, Haoyuan Hu, Binqiang Zhao
- Manuf. Serv. Oper. Manag. 2025
- Readers: Everyone
Large Language Models for Market Research: A Data-augmentation Approach
Mengxin Wang, Dennis J. Zhang, Heng Zhang
- CoRR 2024
- Readers: Everyone
The Impact of Social Nudges on User-Generated Content for Social Network Platforms
Zhiyu Zeng, Hengchen Dai, Dennis J. Zhang, Heng Zhang, Renyu Zhang, Zhiwei Xu, Zuo-Jun Max Shen
- Manag. Sci. 2023
- Readers: Everyone
Cold Start to Improve Market Thickness on Online Advertising Platforms: Data-Driven Algorithms and Field Experiments
Zikun Ye, Dennis J. Zhang, Heng Zhang, Renyu Zhang, Xin Chen, Zhiwei Xu
- Manag. Sci. 2023
- Readers: Everyone
Deep Learning Based Causal Inference for Large-Scale Combinatorial Experiments: Theory and Empirical Evidence
Zikun Ye, Zhiqi Zhang, Dennis J. Zhang, Heng Zhang, Renyu Zhang
- EC 2023
- Readers: Everyone
Customer Choice Models vs. Machine Learning: Finding Optimal Product Displays on Alibaba
Jacob B. Feldman, Dennis J. Zhang, Xiaofei Liu, Nannan Zhang
- Oper. Res. 2022
- Readers: Everyone
Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems
Joren Gijsbrechts, Robert N. Boute, Jan A. Van Mieghem, Dennis J. Zhang
- Manuf. Serv. Oper. Manag. 2022
- Readers: Everyone
The Impacts of Algorithmic Work Assignment on Fairness Perceptions and Productivity: Evidence from Field Experiments
Bing Bai, Hengchen Dai, Dennis J. Zhang, Fuqiang Zhang, Haoyuan Hu
- Manuf. Serv. Oper. Manag. 2022
- Readers: Everyone
NetEase Cloud Music Data
Dennis J. Zhang, Ming Hu, Xiaofei Liu, Yuxiang Wu, Yong Li
- Manuf. Serv. Oper. Manag. 2022
- Readers: Everyone

View all 20 publications

Co-Authors

View all 50 co-authors