Peng Wang

Postdoc, SUN YAT-SEN UNIVERSITY

Joined

January 2024

Names

Peng Wang (Preferred)

Emails

****@163.com (Confirmed)

,

****@hust.edu.cn (Confirmed)

,

****@mail.sysu.edu.cn (Confirmed)

Personal Links

Career & Education History

Postdoc

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2025 – 2027

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2025

Expertise

deep learning

,

machine learning

,

math

2020 – 2025

Publications

MergOPT: A Merge-Aware Optimizer for Robust Model Merging
Enneng Yang, Qun Yang, Peng Wang, Anke Tang, Guibing Guo, Xiaochun Cao, Li Shen
- ICLR 2026 Poster
- Readers: Everyone
Q-learning Penalized Transformer for Safe Offline Reinforcement Learning
Shengchao Hu, Peng Wang, Jifeng Hu, Ziqing Fan, Li Shen, Ya Zhang, Dacheng Tao
- Submitted to ICLR 2026
- Readers: Everyone
SeWA: Selective Weight Average via Probabilistic Masking
Peng Wang, Shengchao Hu, Qixin Zhang, Zerui Tao, Shi Fu, Guoxia Wang, Dianhai Yu, Li Shen, Dacheng Tao
- Submitted to ICLR 2026
- Readers: Everyone
The State of Reinforcement Finetuning for Transformer-based Agents
Shengchao Hu, Peng Wang, Guozheng Ma, Shi Fu, Li Shen, Ya Zhang, Dacheng Tao
- ICLR 2026 Poster
- Readers: Everyone
Understanding the Dynamics of Forgetting and Generalization in Continual Learning via the Neural Tangent Kernel
Guodong Zheng, Peng Wang, Shengchao Hu, Quan Zheng, Li Shen
- ICLR 2026 Poster
- Readers: Everyone
Theoretical Guarantees for Iterative Alignment of Self-Rewarding Language Models
Shi Fu, Yingjie Wang, Shengchao Hu, Peng Wang, Dacheng Tao
- Submitted to ICLR 2026
- Readers: Everyone
Towards Understanding Memory buffer based Continual Learning
Guodong Zheng, Peng Wang, Li Shen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Generalization Analysis of Stochastic Weight Averaging with General Sampling
Peng Wang, Li Shen, Zerui Tao, Shuaida He, Dacheng Tao
- ICML 2024 Poster
- Readers: Everyone

Co-Authors