Peng Ye

Postdoc, The Chinese University of Hong Kong

Joined

May 2022

Names

Peng Ye (Preferred)

Emails

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

The Chinese University of Hong Kong (cuhk.edu.hk)

2024 – Present

PhD student

Fudan University (fudan.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Wanli Ouyang

2024 – Present

PhD Advisor

Tao Chen

2020 – 2024

Expertise

Neural Architecture Search

Present

Light-weight Model

Present

Knowledge Distillation

Present

Publications

M-GRPO: Stabilizing Self-Supervised Reinforcement Learning for Large Language Models with Momentum-Anchored Policy Optimization
Bizhe Bai, Hongming Wu, Peng Ye, Tao Chen
- NeurIPS 2025 ER Workshop
- Readers: Everyone
Self-Aware Reinforcement Learning for Improving LLMs with Minimal Data
Hangfan Zhang, Siyuan Xu, Zhimeng Guo, Huaisheng Zhu, Shicheng Liu, Xinrun Wang, Qiaosheng Zhang, Yang Chen, Peng Ye, LEI BAI, Shuyue Hu
- Submitted to ICLR 2026
- Readers: Everyone
Gradient Intrinsic Dimensionality Alignment：Narrowing The Gap Between Low-Rank Adaptation and Full Fine-Tuning
Jingqi Ye, haonan he, Minglei Li, Fujun Han, Tao Chen, Peng Ye
- ICLR 2026 Poster
- Readers: Everyone
Nature-Inspired Population-Based Evolution of Large Language Models
Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, LEI BAI, Wanli Ouyang, Shuyue Hu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MCP-R1: Generalized Real-World Task Agent Mastering Dozens of Tools
Tianshuo Peng, Jiakang Yuan, Zhijie Zhong, Yilei Jiang, Bin Wang, Peng Ye, Tao Chen, LEI BAI, Xiangyu Yue, Bo Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Learning Compact Representations of LLM Abilities via Item Response Theory
Jianhao Chen, Chenxu Wang, Gengrui Zhang, Peng Ye, LEI BAI, Wei Hu, Yuzhong Qu, Shuyue Hu
- Submitted to ICLR 2026
- Readers: Everyone
Think Twice, Act Once: Token-Aware Compression and Action Reuse for Efficient Inference in Vision-Language-Action Models
Xudong Tan, Yaoxin Yang, Peng Ye, Jialin Zheng, Bizhe Bai, Xinyi Wang, Jia Hao, Tao Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
OVID: Open-Vocabulary Intrusion Detection
Fujun Han, Jingqi Ye, Chenglong Zhang, Peng Ye
- ICLR 2026 Poster
- Readers: Everyone
E²LoRA: Efficient and Effective Low-Rank Adaptation with Entropy-Guided Adaptive Sharing
Minglei Li, Peng Ye, Jingqi Ye, haonan he, Tao Chen
- ICLR 2026 Poster
- Readers: Everyone
CTTS: Collective Test-Time Scaling
Zhende Song, Shengji Tang, Peng Ye, Jiayuan Fan, LEI BAI, Tao Chen, Wanli Ouyang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 127 publications

Co-Authors

View all 206 co-authors