Robust Face Recognition from a Single Training Image per Person with Kernel-Based SOM-Face. - Xiaoyang Tan; Songcan Chen; Zhi-Hua Zhou; Fuyan Zhang (ISNN (1), 2004)

Weighted SOM-Face: Selecting Local Features for Recognition from Individual Face Image. - Xiaoyang Tan; Jun Liu 003; Songcan Chen; Fuyan Zhang (IDEAL, 2005)

Feature Selection for High Dimensional Face Image Using Self-organizing Maps. - Xiaoyang Tan; Songcan Chen; Zhi-Hua Zhou; Fuyan Zhang (PAKDD, 2005)

Recognizing partially occluded, expression variant faces from single training image per person with SOM and soft k-NN ensemble. - Xiaoyang Tan; Songcan Chen; Zhi-Hua Zhou; Fuyan Zhang (IEEE Trans. Neural Networks, 2005)

Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion. - Xiaoyang Tan; Songcan Chen; Jun Li; Zhi-Hua Zhou (CVPR (1), 2006)

Recognition from a Single Sample per Person with Multiple SOM Fusion. - Xiaoyang Tan; Jun Liu 003; Songcan Chen (ISNN (2), 2006)

Sub-intrapersonal space analysis for face recognition. - Xiaoyang Tan; Jun Liu 003; Songcan Chen (Neurocomputing, 2006)

Face recognition from a single image per person: A survey. - Xiaoyang Tan; Songcan Chen; Zhi-Hua Zhou; Fuyan Zhang (Pattern Recognit., 2006)

Single Image Subspace for Face Recognition. - Jun Liu 003; Songcan Chen; Zhi-Hua Zhou; Xiaoyang Tan (AMFG, 2007)

Fusing Gabor and LBP Feature Sets for Kernel-Based Face Recognition. - Xiaoyang Tan; Bill Triggs (AMFG, 2007)

Efficient Pseudoinverse Linear Discriminant Analysis and its Nonlinear Form for Face Recognition. - Jun Liu 003; Songcan Chen; Xiaoyang Tan; Daoqiang Zhang (Int. J. Pattern Recognit. Artif. Intell., 2007)

Comments on "Efficient and Robust Feature Extraction by Maximum Margin Criterion". - Jun Liu 003; Songcan Chen; Xiaoyang Tan; Daoqiang Zhang (IEEE Trans. Neural Networks, 2007)

A study on three linear discriminant analysis based methods in small sample size problem. - Jun Liu 003; Songcan Chen; Xiaoyang Tan (Pattern Recognit., 2008)

Fractional order singular value decomposition representation for face recognition. - Jun Liu 003; Songcan Chen; Xiaoyang Tan (Pattern Recognit., 2008)

Enhanced Pictorial Structures for precise eye localization under incontrolled conditions. - Xiaoyang Tan; Fengyi Song; Zhi-Hua Zhou; Songcan Chen (CVPR, 2009)

Robust faces manifold modeling: Most expressive Vs. most Sparse criterion. - Xiaoyang Tan; Lishan Qiao; Wenjuan Gao; Jun Liu 003 (ICCV Workshops, 2009)

Face recognition under occlusions and variant expressions with partial similarity. - Xiaoyang Tan; Songcan Chen; Zhi-Hua Zhou; Jun Liu 003 (IEEE Trans. Inf. Forensics Secur., 2009)

Face Liveness Detection from a Single Image with Sparse Low Rank Bilinear Discriminative Model. - Xiaoyang Tan; Yi Li; Jun Liu 003; Lin Jiang (ECCV (6), 2010)

Sparsity preserving projections with applications to face recognition. - Lishan Qiao; Songcan Chen; Xiaoyang Tan (Pattern Recognit., 2010)

Sparsity preserving discriminant analysis for single training image face recognition. - Lishan Qiao; Songcan Chen; Xiaoyang Tan (Pattern Recognit. Lett., 2010)

Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions. - Xiaoyang Tan; Bill Triggs (IEEE Trans. Image Process., 2010)

Generalized low-rank approximations of matrices revisited. - Jun Liu 003; Songcan Chen; Zhi-Hua Zhou; Xiaoyang Tan (IEEE Trans. Neural Networks, 2010)

Eyes Closeness Detection Using Appearance Based Methods. - Xue Liu; Xiaoyang Tan; Songcan Chen (IIP, 2012)

Face alignment using local hough voting. - Xin Jin; Xiaoyang Tan; Liang Zhou (FG, 2013)

Centering SVDD for Unsupervised Feature Representation in Object Classification. - Dong Wang 015; Xiaoyang Tan (ICONIP (3), 2013)

A literature survey on robust and efficient eye localization in real-life scenarios. - Fengyi Song; Xiaoyang Tan; Songcan Chen; Zhi-Hua Zhou (Pattern Recognit., 2013)

Two-dimensional bar code out-of-focus deblurring via the Increment Constrained Least Squares filter. - Ningzhong Liu; Xingming Zheng; Han Sun; Xiaoyang Tan (Pattern Recognit. Lett., 2013)

Robust Distance Metric Learning in the Presence of Label Noise. - Dong Wang 015; Xiaoyang Tan (AAAI, 2014)

Learning One-Shot Exemplar SVM from the Web for Face Verification. - Fengyi Song; Xiaoyang Tan (ACCV (3), 2014)

Action Recognition from a Single Web Image Based on an Ensemble of Pose Experts. - Peihao Zhang; Xiaoyang Tan; Xin Jin (ACCV (1), 2014)

Label-Denoising Auto-encoder for Classification with Inaccurate Supervision Information. - Dong Wang 015; Xiaoyang Tan (ICPR, 2014)

C-SVDDNet: An Effective Single-Layer Network for Unsupervised Feature Learning. - Dong Wang 015; Xiaoyang Tan (CoRR, 2014)

Exploiting relationship between attributes for improved face verification. - Fengyi Song; Xiaoyang Tan; Songcan Chen (Comput. Vis. Image Underst., 2014)

Part-based pose estimation with local and non-local contextual information. - Ming Chen; Xiaoyang Tan (IET Comput. Vis., 2014)

Sparse representations based attribute learning for flower classification. - Keyang Cheng; Xiaoyang Tan (Neurocomputing, 2014)

Comparative study among three strategies of incorporating spatial structures to ordinal image regression. - Qing Tian 002; Songcan Chen; Xiaoyang Tan (Neurocomputing, 2014)

Eyes closeness detection from still images with multi-scale histograms of principal oriented gradients. - Fengyi Song; Xiaoyang Tan; Xue Liu; Songcan Chen (Pattern Recognit., 2014)

The FG 2015 Kinship Verification in the Wild Evaluation. - Jiwen Lu; Junlin Hu 001; Venice Erin Liong; Xiuzhuang Zhou; Andrea Bottino; Ihtesham Ul Islam; Tiago Figueiredo Vieira; Xiaoqian Qin; Xiaoyang Tan; Songcan Chen; Shahar Mahpod; Yosi Keller; et al. (FG, 2015)

Tri-subjects kinship verification: Understanding the core of a family. - Xiaoqian Qin; Xiaoyang Tan; Songcan Chen (MVA, 2015)

Tri-Subject Kinship Verification: Understanding the Core of A Family. - Xiaoqian Qin; Xiaoyang Tan; Songcan Chen (IEEE Trans. Multim., 2015)

Weakly supervised human body detection under arbitrary poses. - Yawei Cai; Xiaoyang Tan (ICIP, 2016)

Pornographic image recognition by strongly-supervised deep multiple instance learning. - Yuhui Wang 004; Xin Jin; Xiaoyang Tan (ICIP, 2016)

Deep Multi-level Hashing Codes for Image Retrieval. - Zhenjiang Dong; Ge Song; Xia Jia; Xiaoyang Tan (IVS, 2016)

A Unified Gender-Aware Age Estimation. - Qing Tian 002; Songcan Chen; Xiaoyang Tan (CoRR, 2016)

Bayesian Neighbourhood Component Analysis. - Dong Wang 015; Xiaoyang Tan (CoRR, 2016)

Max-margin non-negative matrix factorization with flexible spatial constraints based on factor analysis. - Dakun Liu; Xiaoyang Tan (Frontiers Comput. Sci., 2016)

Local subspace smoothness alignment for constrained local model fitting. - Dakun Liu; Xiaoyang Tan (Neurocomputing, 2016)

Mixed bi-subject kinship verification via multi-view multi-task learning. - Xiaoqian Qin; Xiaoyang Tan; Songcan Chen (Neurocomputing, 2016)

Face alignment by robust discriminative Hough voting. - Xin Jin; Xiaoyang Tan (Pattern Recognit., 2016)

Unsupervised feature learning with C-SVDDNet. - Dong Wang 015; Xiaoyang Tan (Pattern Recognit., 2016)

Cross-modal Retrieval via Memory Network. - Ge Song; Xiaoyang Tan (BMVC, 2017)

Face alignment in-the-wild: A Survey. - Xin Jin; Xiaoyang Tan (Comput. Vis. Image Underst., 2017)

Hierarchical deep hashing for image retrieval. - Ge Song; Xiaoyang Tan (Frontiers Comput. Sci., 2017)

Selective Weakly Supervised Human Detection under Arbitrary Poses. - Yawei Cai; Xiaosong Tan; Xiaoyang Tan (Pattern Recognit., 2017)

Data Cleaning and Classification in the Presence of Label Noise with Class-Specific Autoencoder. - Weining Zhang; Dong Wang 015; Xiaoyang Tan (ISNN, 2018)

Learning Multilevel Semantic Similarity for Large-Scale Multi-Label Image Retrieval. - Ge Song; Xiaoyang Tan (ICMR, 2018)

Robust Distance Metric Learning via Bayesian Inference. - Dong Wang 015; Xiaoyang Tan (IEEE Trans. Image Process., 2018)

Bayesian Neighborhood Component Analysis. - Dong Wang 015; Xiaoyang Tan (IEEE Trans. Neural Networks Learn. Syst., 2018)

Combining Outlier Detection and Reconstruction Error Minimization for Label Noise Reduction. - Weining Zhang; Xiaoyang Tan (BigComp, 2019)

Sequential Learning for Cross-Modal Retrieval. - Ge Song; Xiaoyang Tan (ICCV Workshops, 2019)

Trust Region-Guided Proximal Policy Optimization. - Yuhui Wang 004; Hao He; Xiaoyang Tan; Yaozhong Gan (NeurIPS, 2019)

Truly Proximal Policy Optimization. - Yuhui Wang 004; Hao He; Xiaoyang Tan (UAI, 2019)

Robust Reinforcement Learning in POMDPs with Incomplete and Noisy Observations. - Yuhui Wang 004; Hao He; Xiaoyang Tan (CoRR, 2019)

Robust Class-Specific Autoencoder for Data Cleaning and Classification in the Presence of Label Noise. - Weining Zhang; Dong Wang 015; Xiaoyang Tan (Neural Process. Lett., 2019)

Bayesian denoising hashing for robust image retrieval. - Dong Wang 015; Ge Song; Xiaoyang Tan (Pattern Recognit., 2019)

Pornographic Image Recognition via Weighted Multiple Instance Learning. - Xin Jin; Yuhui Wang 004; Xiaoyang Tan (IEEE Trans. Cybern., 2019)

Deep Memory Network for Cross-Modal Retrieval. - Ge Song; Dong Wang 015; Xiaoyang Tan (IEEE Trans. Multim., 2019)

SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning. - Chao Wen; Xinghu Yao; Yuhui Wang 004; Xiaoyang Tan (AAAI, 2020)

ACRM: Attention Cascade R-CNN with Mix-NMS for Metallic Surface Defect Detection. - Junting Fang; Xiaoyang Tan; Yuhui Wang 004 (ICPR, 2020)

Deep Robust Multilevel Semantic Cross-Modal Hashing. - Ge Song; Jun Zhao 007; Xiaoyang Tan (CoRR, 2020)

Deep code operation network for multi-label image retrieval. - Ge Song; Xiaoyang Tan (Comput. Vis. Image Underst., 2020)

Stabilizing Q Learning Via Soft Mellowmax Operator. - Yaozhong Gan; Zhe Zhang; Xiaoyang Tan (AAAI, 2021)

Deep Recurrent Belief Propagation Network for POMDPs. - Yuhui Wang 004; Xiaoyang Tan (AAAI, 2021)

Greedy Multi-step Off-Policy Reinforcement Learning. - Yuhui Wang 004; Pengcheng He; Xiaoyang Tan (CoRR, 2021)

A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising. - Chao Wen; Miao Xu; Zhilin Zhang 003; Zhenzhe Zheng; Yuhui Wang 004; Xiangyu Liu; Yu Rong; Dong Xie; Xiaoyang Tan; Chuan Yu; Jian Xu 015; Fan Wu 006; et al. (CoRR, 2021)

Cross-scene foreground segmentation with supervised and unsupervised model communication. - Dong Liang 008; Bin Kang; Xinyu Liu; Pan Gao 001; Xiaoyang Tan; Shun'ichi Kaneko (Pattern Recognit., 2021)

Deep robust multilevel semantic hashing for multi-label cross-modal retrieval. - Ge Song; Xiaoyang Tan; Jun Zhao 007; Ming Yang 014 (Pattern Recognit., 2021)

Real-world Cross-modal Retrieval via Sequential Learning. - Ge Song; Xiaoyang Tan (IEEE Trans. Multim., 2021)

Smoothing Advantage Learning. - Yaozhong Gan; Zhe Zhang; Xiaoyang Tan (AAAI, 2022)

Robust Action Gap Increasing with Clipped Advantage Learning. - Zhe Zhang; Yaozhong Gan; Xiaoyang Tan (AAAI, 2022)

Multi-scale Intermediate Flow Estimation for Video Frame Interpolation. - Zehua Fan; Feng Zhu; Lei Li; Xiaoyang Tan (ICTAI, 2022)

A Cooperative-Competitive Multi-Agent Framework for Auto-bidding in Online Advertising. - Chao Wen; Miao Xu; Zhilin Zhang 003; Zhenzhe Zheng; Yuhui Wang 004; Xiangyu Liu; Yu Rong; Dong Xie; Xiaoyang Tan; Chuan Yu; Jian Xu 015; Fan Wu 006; et al. (WSDM, 2022)

Delving deep into spatial pooling for squeeze-and-excitation networks. - Xin Jin 023; Yanping Xie; Xiu-Shen Wei; Borui Zhao; Zhao-Min Chen; Xiaoyang Tan (Pattern Recognit., 2022)

Alleviating the estimation bias of deep deterministic policy gradient via co-regularization. - Yao Li; Yuhui Wang 004; Yaozhong Gan; Xiaoyang Tan (Pattern Recognit., 2022)

A Lightweight Encoder-Decoder Path for Deep Residual Networks. - Xin Jin 023; Yanping Xie; Xiu-Shen Wei; Borui Zhao; Yongshun Zhang; Xiaoyang Tan; Yang Yu 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer. - Shanshan Li; Pan Gao 001; Xiaoyang Tan; Mingqiang Wei (CVPR, 2023)

Adaptive Reward Shifting Based on Behavior Proximity for Offline Reinforcement Learning. - Zhe Zhang; Xiaoyang Tan (IJCAI, 2023)

Recovering from Out-of-sample States via Inverse Dynamics in Offline Reinforcement Learning. - Ke Jiang; Jia-Yu Yao; Xiaoyang Tan (NeurIPS, 2023)

M3Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection. - Yao Yuan; Pan Gao; Xiaoyang Tan (CoRR, 2023)

SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multiagent Reinforcement Learning. - Xinghu Yao; Chao Wen; Yuhui Wang 004; Xiaoyang Tan (IEEE Trans. Neural Networks Learn. Syst., 2023)

Deep continual hashing with gradient-aware memory for cross-modal retrieval. - Ge Song; Xiaoyang Tan; Ming Yang 014 (Pattern Recognit., 2023)

Self-imitation guided goal-conditioned reinforcement learning. - Yao Li; Yuhui Wang; Xiaoyang Tan (Pattern Recognit., 2023)

Robust RGB-T Tracking via Graph Attention-Based Bilinear Pooling. - Bin Kang; Dong Liang 008; Junxi Mei; Xiaoyang Tan; Quan Zhou; Dengyin Zhang (IEEE Trans. Neural Networks Learn. Syst., 2023)

An Implicit Trust Region Approach to Behavior Regularized Offline Reinforcement Learning. - Zhe Zhang; Xiaoyang Tan (AAAI, 2024)

A Temporal Consistency Learning Framework for Face Forgery Detection. - Xiaopeng Wang; Feng Zhu; Lei Li; Xiaoyang Tan (ISNN, 2024)

Multi-level Distributional Discrepancy Enhancement for Cross Domain Face Forgery Detection. - Lingyu Qiu; Ke Jiang; Sinan Liu; Xiaoyang Tan (PRCV (15), 2024)

HiQA: A Hierarchical Contextual Augmentation RAG for Massive Documents QA. - Xinyue Chen; Pengyu Gao; Jiangjiang Song; Xiaoyang Tan (CoRR, 2024)

Highway Reinforcement Learning. - Yuhui Wang 004; Miroslav Strupl; Francesco Faccio; Qingyuan Wu; Haozhe Liu; Michal Grudzien; Xiaoyang Tan; Jürgen Schmidhuber (CoRR, 2024)

Transductive Off-policy Proximal Policy Optimization. - Yaozhong Gan; Renye Yan; Xiaoyang Tan; Zhe Wu; Junliang Xing (CoRR, 2024)

Candidate ratio guided proximal policy optimization. - Yao Li; Xiaoyang Tan (Eng. Appl. Artif. Intell., 2025)

Boundary-aware adversarial ensemble learning for multivariate time series anomaly detection. - Pengcheng He; Xiaoyang Tan; Yuehua Cheng (Knowl. Based Syst., 2025)

Highly valued subgoal generation for efficient goal-conditioned reinforcement learning. - Yao Li; Yuhui Wang 004; Xiaoyang Tan (Neural Networks, 2025)

RLGrid: Reinforcement Learning Controlled Grid Deformation for Coarse-to-Fine Point Cloud Completion. - Shanshan Li; Pan Gao 001; Xiaoyang Tan; Wei Xiang 001 (IEEE Trans. Multim., 2025)

Improving Image Anomaly Localization: A Multi-branch and Skip Connection Framework. - Mingjing Pei; Ningzhong Liu; Xiaoyang Tan; Xiancun Zhou; Yadong Yang; Shifeng Xia (Circuits Syst. Signal Process., 2025)

Beyond Non-Expert Demonstrations: Outcome-Driven Action Constraint for Offline Reinforcement Learning. - Ke Jiang; Wen Jiang; Yao Li; Xiaoyang Tan (CoRR, 2025)

Variational OOD State Correction for Offline Reinforcement Learning. - Ke Jiang; Wen Jiang; Masahiro Fujisawa; Xiaoyang Tan (CoRR, 2025)

RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment. - Lingyu Qiu; Ke Jiang; Xiaoyang Tan (CoRR, 2025)

Contrastive Desensitization Learning for Cross Domain Face Forgery Detection. - Lingyu Qiu; Ke Jiang; Xiaoyang Tan (CoRR, 2025)