Jie Zhang

Full Professor, Nanyang Technological University

Joined

September 2019

Names

Jie Zhang

Emails

****@ntu.edu.sg (Confirmed)

Personal Links

Career & Education History

Full Professor

Nanyang Technological University (ntu.edu.sg)

2009 – 2045

Advisors, Relations & Conflicts

Postdoc Advisor

Julita Vassileva

2009 – 2009

PhD Advisor

Robin Cohen

2005 – 2009

Expertise

Artificial Intelligence

2003 – 2024

Intelligent Agent

2003 – 2024

User Modeling

2003 – 2024

Recommender System

2003 – 2024

Publications

Generalizable Heuristic Generation Through LLMs with Meta-Optimization
Yiding Shi, Jianan Zhou, Wen Song, Jieyi Bi, Yaoxin Wu, Zhiguang Cao, Jie Zhang
- ICLR 2026 Poster
- Readers: Everyone
Towards Efficient Constraint Handling in Neural Solvers for Routing Problems
Jieyi Bi, Zhiguang Cao, Jianan Zhou, Wen Song, Yaoxin Wu, Jie Zhang, Yining Ma, Cathy Wu
- ICLR 2026 Poster
- Readers: Everyone
Learning to Handle Constraints in Routing Problems via a Construct-and-Refine Framework
Jieyi Bi, Zhiguang Cao, Jianan Zhou, Wen Song, Yaoxin Wu, Jie Zhang, Yining Ma, Cathy Wu
- WiML @ NeurIPS 2025
- Readers: Everyone
Learning to Handle Constraints in Routing Problems via a Construct-and-Refine Framework
Jieyi Bi, Zhiguang Cao, Jianan Zhou, Wen Song, Yaoxin Wu, Jie Zhang, Yining Ma, Cathy Wu
- NeurIPS 2025 Workshop MLxOR
- Readers: Everyone
Learning to Optimize Capacity Planning in Semiconductor Manufacturing
Philipp Andelfinger, Jieyi Bi, Qiuyu Zhu, Jianan Zhou, Bo Zhang, Feifei Zhang, Chew Wye Chan, Boon Ping Gan, Wentong Cai, Jie Zhang
- CoRR 2025
- Readers: Everyone
Generalizable Heuristic Generation Through Large Language Models with Meta-Optimization
Yiding Shi, Jianan Zhou, Wen Song, Jieyi Bi, Yaoxin Wu, Jie Zhang
- DiffCoAlg 2025 Poster
- Readers: Everyone
Learning to Handle Constraints in Routing Problems via a Construct-and-Refine Framework
Jieyi Bi, Zhiguang Cao, Jianan Zhou, Wen Song, Yaoxin Wu, Jie Zhang, Yining Ma, Cathy Wu
- DiffCoAlg 2025 Poster
- Readers: Everyone
FOCUS: Frequency-Optimized Conditioning of DiffUSion Models for mitigating catastrophic forgetting during Test-Time Adaptation
Gabriel Tjio, Jie Zhang, Xulei Yang, Yun Xing, Nhat Chung, Xiaofeng Cao, Ivor W. Tsang, Chee Keong Kwoh, Qing Guo
- CoRR 2025
- Readers: Everyone
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
Tianjun Wei, Huizhong Guo, Yingpeng Du, Zhu Sun, Chen Huang, Dongxia Wang, Jie Zhang
- CoRR 2025
- Readers: Everyone
Cooperative Relaying for Connected Construction Equipment Networks With Hybrid Hierarchical Proximal Policy Optimization
Pengfei Ning, Hongwei Wang, Tao Tang, Jie Zhang, Changji Chen, Dusit Niyato, F. Richard Yu
- IEEE Trans. Commun. 2025
- Readers: Everyone

View all 428 publications

Co-Authors

View all 436 co-authors