Zhishuai Liu

According to our database, Zhishuai Liu authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

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