Guhan Chen

According to our database, Guhan Chen authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

MathAgent: Adversarial Evolution of Constraint Graphs for Mathematical Reasoning Data Synthesis.

Zixiong Yu, Jun Rao, Guhan Chen, Songtao Tian, Bohan Li, Jiansheng Wei, Min Zhang, Xiaojun Meng

CoRR, April, 2026

PACE: Defying the Scaling Hypothesis of Exploration in Iterative Alignment for Mathematical Reasoning.

Jun Rao, Zixiong Yu, Xuebo Liu, Guhan Chen, Jing Li, Jiansheng Wei, Xiaojun Meng, Min Zhang

CoRR, February, 2026

2025

Tool-Augmented Policy Optimization: Synergizing Reasoning and Adaptive Tool Use with Reinforcement Learning.

Wenxun Wu, Yuanyang Li, Guhan Chen, Linyue Wang, Hongyang Chen

CoRR, October, 2025

Divergence of Empirical Neural Tangent Kernel in Classification Problems.

Zixiong Yu, Songtao Tian, Guhan Chen

CoRR, April, 2025

Divergence of Neural Tangent Kernel in Classification Problems.

Zixiong Yu, Songtao Tian, Guhan Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

On the Eigenvalue Decay Rates of a Class of Neural-Network Related Kernel Functions Defined on General Domains.

Yicheng Li, Zixiong Yu, Guhan Chen, Qian Lin

J. Mach. Learn. Res., 2024

On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory.

Guhan Chen, Yicheng Li, Qian Lin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Statistical Optimality of Deep Wide Neural Networks.

Yicheng Li, Zixiong Yu, Guhan Chen, Qian Lin

CoRR, 2023