Publications

* Equal contribution.

ICML 2026

Instance-Dependent Continuous-Time Reinforcement Learning via Maximum Likelihood Estimation

Runze Zhao*, Yue Yu*, Ruhan Wang, Chunfeng Huang, Dongruo Zhou.

International Conference on Machine Learning, 2026.

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UAI 2025

Sample and Computationally Efficient Continuous-Time Reinforcement Learning with General Function Approximation

Runze Zhao*, Yue Yu*, Yiyue Zhu, Chen Yang, Dongruo Zhou.

Conference on Uncertainty in Artificial Intelligence, 2025.

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NeurIPS 2023

Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning

Fangchen Yu, Runze Zhao, Zhan Shi, Yiwen Lu, Jicong Fan, Yicheng Zeng, Jianfeng Mao, Wenye Li.

Advances in Neural Information Processing Systems, 2023.

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