Zeyu Gan

According to our database, Zeyu Gan authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Beyond the Black Box: Theory and Mechanism of Large Language Models.

Zeyu Gan, Ruifeng Ren, Wei Yao, Xiaolin Hu, Gengze Xu, Chen Qian, Huayi Tang, Zixuan Gong, Xinhao Yao, Pengwei Tang, Zhenxing Dou, Yong Liu

CoRR, January, 2026

2025

Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn LLM Agents.

Guoqing Wang, Sunhao Dai, Guangze Ye, Zeyu Gan, Wei Yao, Yong Deng, Xiaofeng Wu, Zhenzhe Ying

CoRR, October, 2025

CoT-Space: A Theoretical Framework for Internal Slow-Thinking via Reinforcement Learning.

Zeyu Gan, Hao Yi, Yong Liu

CoRR, September, 2025

Towards a Theoretical Understanding of Semi-Supervised Learning Under Class Distribution Mismatch.

Pan Du, Suyun Zhao, Puhui Tan, Zisen Sheng, Zeyu Gan, Hong Chen, Cuiping Li

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning.

Zeyu Gan, Yun Liao, Yong Liu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective.

Zeyu Gan, Yong Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

Superclass Learning with Representation Enhancement.

Zeyu Gan, Suyun Zhao, Jinlong Kang, Liyuan Shang, Hong Chen, Cuiping Li

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023