| 2026 | AAAI | Variational OOD State Correction for Offline Reinforcement Learning. | Ke Jiang, Wen Jiang, Xiaoyang Tan |
| 2024 | AAAI | An Implicit Trust Region Approach to Behavior Regularized Offline Reinforcement Learning. | Zhe Zhang, Xiaoyang Tan |
| 2024 | ISNN | A Temporal Consistency Learning Framework for Face Forgery Detection. | Xiaopeng Wang, Feng Zhu, Lei Li, Xiaoyang Tan |
| 2023 | CVPR | ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer. | Shanshan Li, Pan Gao, Xiaoyang Tan, Mingqiang Wei |
| 2023 | IJCAI | Adaptive Reward Shifting Based on Behavior Proximity for Offline Reinforcement Learning. | Zhe Zhang, Xiaoyang Tan |
| 2022 | AAAI | Smoothing Advantage Learning. | Yaozhong Gan, Zhe Zhang, Xiaoyang Tan |
| 2022 | AAAI | Robust Action Gap Increasing with Clipped Advantage Learning. | Zhe Zhang, Yaozhong Gan, Xiaoyang Tan |
| 2022 | ICTAI | Multi-scale Intermediate Flow Estimation for Video Frame Interpolation. | Zehua Fan, Feng Zhu, Lei Li, Xiaoyang Tan |
| 2022 | WSDM | A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising. | Chao Wen, Miao Xu, Zhilin Zhang, Zhenzhe Zheng, Yuhui Wang, Xiangyu Liu, Yu Rong, Dong Xie, Xiaoyang Tan, Chuan Yu, Jian Xu, Fan Wu, Guihai Chen, Xiaoqiang Zhu, Bo Zheng |
| 2021 | AAAI | Stabilizing Q Learning Via Soft Mellowmax Operator. | Yaozhong Gan, Zhe Zhang, Xiaoyang Tan |
| 2021 | AAAI | Deep Recurrent Belief Propagation Network for POMDPs. | Yuhui Wang, Xiaoyang Tan |
| 2020 | AAAI | SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning. | Chao Wen, Xinghu Yao, Yuhui Wang, Xiaoyang Tan |
| 2020 | ICPR | ACRM: Attention Cascade R-CNN with Mix-NMS for Metallic Surface Defect Detection. | Junting Fang, Xiaoyang Tan, Yuhui Wang |
| 2019 | UAI | Truly Proximal Policy Optimization. | Yuhui Wang, Hao He, Xiaoyang Tan |
| 2018 | ISNN | Data Cleaning and Classification in the Presence of Label Noise with Class-Specific Autoencoder. | Weining Zhang, Dong Wang, Xiaoyang Tan |
| 2017 | BMVC | Cross-modal Retrieval via Memory Network. | Ge Song, Xiaoyang Tan |
| 2016 | ICIP | Weakly supervised human body detection under arbitrary poses. | Yawei Cai, Xiaoyang Tan |
| 2016 | ICIP | Pornographic image recognition by strongly-supervised deep multiple instance learning. | Yuhui Wang, Xin Jin, Xiaoyang Tan |
| 2015 | MVA | Tri-subjects kinship verification: Understanding the core of a family. | Xiaoqian Qin, Xiaoyang Tan, Songcan Chen |
| 2014 | AAAI | Robust Distance Metric Learning in the Presence of Label Noise. | Dong Wang, Xiaoyang Tan |
| 2014 | ACCV | Learning One-Shot Exemplar SVM from the Web for Face Verification. | Fengyi Song, Xiaoyang Tan |
| 2014 | ACCV | Action Recognition from a Single Web Image Based on an Ensemble of Pose Experts. | Peihao Zhang, Xiaoyang Tan, Xin Jin |
| 2014 | ICPR | Label-Denoising Auto-encoder for Classification with Inaccurate Supervision Information. | Dong Wang, Xiaoyang Tan |
| 2013 | ICONIP | Centering SVDD for Unsupervised Feature Representation in Object Classification. | Dong Wang, Xiaoyang Tan |
| 2012 | BMVC | Exploiting relationship between attributes for improved face verification. | Fengyi Song, Xiaoyang Tan, Songcan Chen |
| 2010 | ECCV | Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model. | Xiaoyang Tan, Yi Li, Jun Liu, Lin Jiang |
| 2009 | CVPR | Enhanced Pictorial Structures for precise eye localization under incontrolled conditions. | Xiaoyang Tan, Fengyi Song, Zhi-Hua Zhou, Songcan Chen |
| 2006 | CVPR | Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion. | Xiaoyang Tan, Songcan Chen, Jun Li, Zhi-Hua Zhou |
| 2006 | ISNN | Recognition from a Single Sample per Person with Multiple SOM Fusion. | Xiaoyang Tan, Jun Liu, Songcan Chen |
| 2005 | IDEAL | Weighted SOM-Face: Selecting Local Features for Recognition from Individual Face Image. | Xiaoyang Tan, Jun Liu, Songcan Chen, Fuyan Zhang |
| 2005 | PAKDD | Feature Selection for High Dimensional Face Image Using Self-organizing Maps. | Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang |
| 2004 | ISNN | Robust Face Recognition from a Single Training Image per Person with Kernel-Based SOM-Face. | Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang |