Tan, Xiaoyang

19 publications

TMLR 2026 Dynamics‑Aligned Diffusion Planning for Offline RL: A Unified Framework with Forward and Inverse Guidance Zihao Wang, Ke Jiang, Xiaoyang Tan

ICLR 2026 Koopman-Assisted Trajectory Synthesis: A Data Augmentation Framework for Offline Imitation Learning Jin Wang, Pengcheng He, Ke Jiang, Xiaoyang Tan

AAAI 2024 An Implicit Trust Region Approach to Behavior Regularized Offline Reinforcement Learning Zhe Zhang, Xiaoyang Tan

IJCAI 2023 Adaptive Reward Shifting Based on Behavior Proximity for Offline Reinforcement Learning Zhe Zhang, Xiaoyang Tan

CVPR 2023 ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer Shanshan Li, Pan Gao, Xiaoyang Tan, Mingqiang Wei

NeurIPS 2023 Recovering from Out-of-Sample States via Inverse Dynamics in Offline Reinforcement Learning Ke Jiang, Jia-Yu Yao, Xiaoyang Tan

AAAI 2022 Robust Action Gap Increasing with Clipped Advantage Learning Zhe Zhang, Yaozhong Gan, Xiaoyang Tan

AAAI 2022 Smoothing Advantage Learning Yaozhong Gan, Zhe Zhang, Xiaoyang Tan

AAAI 2021 Deep Recurrent Belief Propagation Network for POMDPs Yuhui Wang, Xiaoyang Tan

AAAI 2021 Stabilizing Q Learning via Soft Mellowmax Operator Yaozhong Gan, Zhe Zhang, Xiaoyang Tan

AAAI 2020 SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning Chao Wen, Xinghu Yao, Yuhui Wang, Xiaoyang Tan

ICCVW 2019 Sequential Learning for Cross-Modal Retrieval Ge Song, Xiaoyang Tan

UAI 2019 Truly Proximal Policy Optimization Yuhui Wang, Hao He, Xiaoyang Tan

NeurIPS 2019 Trust Region-Guided Proximal Policy Optimization Yuhui Wang, Hao He, Xiaoyang Tan, Yaozhong Gan

AAAI 2014 Robust Distance Metric Learning in the Presence of Label Noise Dong Wang, Xiaoyang Tan

ECCV 2010 Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model Xiaoyang Tan, Yi Li, Jun Liu, Lin Jiang

CVPR 2009 Enhanced Pictorial Structures for Precise Eye Localization Under Incontrolled Conditions Xiaoyang Tan, Fengyi Song, Zhi-Hua Zhou, Songcan Chen

ICCVW 2009 Robust Faces Manifold Modeling: Most Expressive vs. Most Sparse Criterion Xiaoyang Tan, Lishan Qiao, Wenjuan Gao, Jun Liu

CVPR 2006 Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion Xiaoyang Tan, Songcan Chen, Jun Li, Zhi-Hua Zhou