Qixuan Zhou

According to our database, Qixuan Zhou authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

UCPO: Uncertainty-Aware Policy Optimization.

Xianzhou Zeng, Jing Huang, Chunmei Xie, Gongrui Nan, Siye Chen, Mengyu Lu, Weiqi Xiong, Qixuan Zhou, Junhao Zhang, Qiang Zhu, Yadong Li, Xingzhong Xu

CoRR, January, 2026

2025

NGRPO: Negative-enhanced Group Relative Policy Optimization.

Gongrui Nan, Siye Chen, Jing Huang, Mengyu Lu, Dexun Wang, Chunmei Xie, Weiqi Xiong, Xianzhou Zeng, Qixuan Zhou, Yadong Li, Xingzhong Xu

CoRR, September, 2025

SSBE-PINN: A Sobolev Boundary Scheme Boosting Stability and Accuracy in Elliptic/Parabolic PDE Learning.

Qixuan Zhou, Chuqi Chen, Tao Luo, Yang Xiang

CoRR, August, 2025

A Priori Estimates for Deep Residual Network in Continuous-Time Reinforcement Learning.

Shuyu Yin, Qixuan Zhou, Fei Wen, Tao Luo

SIAM J. Math. Data Sci., 2025

2024

Quantifying Training Difficulty and Accelerating Convergence in Neural Network-Based PDE Solvers.

Chuqi Chen, Qixuan Zhou, Yahong Yang, Yang Xiang, Tao Luo

CoRR, 2024

Demystifying Lazy Training of Neural Networks from a Macroscopic Viewpoint.

Yuqing Li, Tao Luo, Qixuan Zhou

CoRR, 2024

2023

On Residual Minimization for PDEs: Failure of PINN, Modified Equation, and Implicit Bias.

Tao Luo, Qixuan Zhou

CoRR, 2023

2022

Towards Understanding the Condensation of Neural Networks at Initial Training.

Hanxu Zhou, Qixuan Zhou, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Empirical Phase Diagram for Three-layer Neural Networks with Infinite Width.

Hanxu Zhou, Qixuan Zhou, Zhenyuan Jin, Tao Luo, Yaoyu Zhang, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022