Zhishuai Liu

According to our database, Zhishuai Liu authored at least 12 papers between 2020 and 2025.

Collaborative distances:

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

2025

Policy Regularized Distributionally Robust Markov Decision Processes with Linear Function Approximation.

Jingwen Gu, Yiting He, Zhishuai Liu, Pan Xu

CoRR, October, 2025

A Differential Manifold Perspective and Universality Analysis of Continuous Attractors in Artificial Neural Networks.

Shaoxin Tian, Hongkai Liu, Yuying Yang, Jiali Yu, Zizheng Miao, Xuming Huang, Zhishuai Liu, Zhang Yi

CoRR, September, 2025

How to Provably Improve Return Conditioned Supervised Learning?

Zhishuai Liu, Yu Yang, Ruhan Wang, Pan Xu, Dongruo Zhou

CoRR, June, 2025

Linear Mixture Distributionally Robust Markov Decision Processes.

Zhishuai Liu, Pan Xu

CoRR, May, 2025

2024

Penalized regression analysis with individual-specific patterns of missing covariates.

Zhishuai Liu, Zishu Zhan, Cunjie Lin

Commun. Stat. Simul. Comput., July, 2024

Robust Offline Reinforcement Learning with Linearly Structured <i>f</i>-Divergence Regularization.

Cheng Tang, Zhishuai Liu, Pan Xu

CoRR, 2024

Return Augmented Decision Transformer for Off-Dynamics Reinforcement Learning.

Ruhan Wang, Yu Yang, Zhishuai Liu, Dongruo Zhou, Pan Xu

CoRR, 2024

Upper and Lower Bounds for Distributionally Robust Off-Dynamics Reinforcement Learning.

Zhishuai Liu, Weixin Wang, Pan Xu

CoRR, 2024

Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning.

Zhishuai Liu, Pan Xu

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

Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation.

Zhishuai Liu, Pan Xu

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Convergence of Sign-based Random Reshuffling Algorithms for Nonconvex Optimization.

Zhen Qin, Zhishuai Liu, Pan Xu

CoRR, 2023

2020

Wavelet Scattering Transform for ECG Beat Classification.

Zhishuai Liu, Guihua Yao, Qing Zhang, Junpu Zhang, Xueying Zeng

Comput. Math. Methods Medicine, 2020