Chenyu Xue

According to our database, Chenyu Xue authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

A Homogeneous Second-Order Descent Method for Nonconvex Optimization.

Chuwen Zhang, Chang He, Yuntian Jiang, Chenyu Xue, Bo Jiang, Dongdong Ge, Yinyu Ye

Math. Oper. Res., 2026

2025

Beyond O(√T) Regret: Decoupling Learning and Decision-making in Online Linear Programming.

Wenzhi Gao, Dongdong Ge, Chenyu Xue, Chunlin Sun, Yinyu Ye

CoRR, January, 2025

An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization.

Qi Deng, Qing Feng, Wenzhi Gao, Dongdong Ge, Bo Jiang, Yuntian Jiang, Jingsong Liu, Tianhao Liu, Chenyu Xue, Yinyu Ye, Chuwen Zhang

INFORMS J. Comput., 2025

2024

A Homogenization Approach for Gradient-Dominated Stochastic Optimization.

Jiyuan Tan, Chenyu Xue, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye

Proceedings of the Uncertainty in Artificial Intelligence, 2024

A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes.

Zhenwei Lin, Chenyu Xue, Qi Deng, Yinyu Ye

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Decoupling Learning and Decision-Making: Breaking the O(T) Barrier in Online Resource Allocation with First-Order Methods.

Wenzhi Gao, Chunlin Sun, Chenyu Xue, Yinyu Ye

Proceedings of the Forty-first International Conference on Machine Learning, 2024