Zuo-Jun Shen

Joined

July 2019

Names

Zuo-Jun Shen

Emails

****@berkeley.edu (Confirmed)

Personal Links

Homepage

Career & Education History

PhD student

Northwestern University (northwestern.edu)

1996 – 2000

Undergrad student

Shandong University (sdu.edu.cn)

1989 – 1993

Advisors, Relations & Conflicts

PhD Advisor

David simchi-levi

1996 – 2000

Expertise

supply chain optimization

transportation

1996 – Present

Publications

Graph Foundation Models: Bridging Language Model Paradigms and Graph Optimization
Yunhao Liang, Pujun Zhang, Yuan Qu, Shaochong Lin, Zuo-Jun Shen
- Submitted to ICLR 2026
- Readers: Everyone
Learning in Continuous State-Space MDPs for Network Inventory Management
Hansheng Jiang, Shunan Jiang, Zuo-Jun Shen
- AISTATS 2026 Poster
- Readers: Everyone
Decision-Focused Sequential Experimental Design: A Directional Uncertainty-Guided Approach
Beichen Wan, Mo Liu, Paul Grigas, Zuo-Jun Shen
- NeurIPS 2025 Workshop MLxOR
- Readers: Everyone
Everyone Contributes! Incentivizing Strategic Cooperation in Multi-LLM Systems via Sequential Public Goods Games
Yunhao Liang, Yuan Qu, Jingyuan Yang, Shaochong Lin, Zuo-Jun Shen
- NeurIPS 2025 Workshop MLxOR
- Readers: Everyone
A Proxy Matrix-based Framework for Contextual Stochastic Optimization under Confounding Effect
Yulong Huang, Shaochong Lin, Zuo-Jun Shen, Man-Chung Yue
- Submitted to ICLR 2025
- Readers: Everyone
Contextual Gaussian Process Bandits with Neural Networks
Haoting Zhang, Jinghai He, Rhonda Righter, Zuo-Jun Shen, Zeyu Zheng
- NeurIPS 2023 poster
- Readers: Everyone
No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand
Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Shen
- NeurIPS 2023 poster
- Readers: Everyone
Integrated Conditional Estimation-Optimization
Paul Grigas, Meng Qi, Zuo-Jun Shen
- 26 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Policy-based Primal-Dual Methods for Convex Constrained Markov Decision Processes
Donghao Ying, Mengzi Guo, Yuhao Ding, Javad Lavaei, Zuo-Jun Shen
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming
Meng Qi, Mengxin Wang, Zuo-Jun Shen
- Published: 01 Jan 2021, Last Modified: 20 May 2023
- CoRR 2021
- Readers: Everyone

View all 12 publications

Co-Authors

View all 26 co-authors