Semi-supervised dimensionality reduction using estimated class membership probabilities. - Wei Li 162; Qiuqi Ruan; Jun Wan 001 (J. Electronic Imaging, 2012)

Principal motion components for gesture recognition using a single-example. - Hugo Jair Escalante; Isabelle Guyon; Vassilis Athitsos; Pat Jangyodsuk; Jun Wan 001 (CoRR, 2013)

Graph-preserving shortest feature line segment for dimensionality reduction. - Wei Li 162; Qiuqi Ruan; Jun Wan 001 (Neurocomputing, 2013)

Fuzzy Nearest Feature Line-based Manifold Embedding for Facial Expression Recognition. - Wei Li 162; Qiuqi Ruan; Jun Wan 001 (J. Inf. Sci. Eng., 2013)

One-shot learning gesture recognition from RGB-D data using bag of features. - Jun Wan 001; Qiuqi Ruan; Wei Li 162; Shuang Deng (J. Mach. Learn. Res., 2013)

Dimensionality reduction using graph-embedded probability-based semi-supervised discriminant analysis. - Wei Li 162; Qiuqi Ruan; Jun Wan 001 (Neurocomputing, 2014)

3D SMoSIFT: three-dimensional sparse motion scale invariant feature transform for activity recognition from RGB-D videos. - Jun Wan 001; Qiuqi Ruan; Wei Li 162; Gaoyun An; Ruizhen Zhao (J. Electronic Imaging, 2014)

CSMMI: Class-Specific Maximization of Mutual Information for Action and Gesture Recognition. - Jun Wan 001; Vassilis Athitsos; Pat Jangyodsuk; Hugo Jair Escalante; Qiuqi Ruan; Isabelle Guyon (IEEE Trans. Image Process., 2014)

DFDnet: Discriminant Face Descriptor Network for Facial Age Estimation. - Ting Liu; Zhen Lei 001; Jun Wan 001; Stan Z. Li (CCBR, 2015)

Age Estimation Based on a Single Network with Soft Softmax of Aging Modeling. - Zichang Tan; Shuai Zhou; Jun Wan 001; Zhen Lei 001; Stan Z. Li (ACCV (3), 2016)

Age Estimation Based on Multi-Region Convolutional Neural Network. - Ting Liu; Jun Wan 001; Tingzhao Yu; Zhen Lei 001; Stan Z. Li (CCBR, 2016)

Facial Expression Recognition Based on Multi-scale CNNs. - Shuai Zhou; Yanyan Liang 001; Jun Wan 001; Stan Z. Li (CCBR, 2016)

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition. - Jun Wan 001; Stan Z. Li; Yibing Zhao; Shuai Zhou; Isabelle Guyon; Sergio Escalera (CVPR Workshops, 2016)

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview. - Hugo Jair Escalante; Víctor Ponce-López; Jun Wan 001; Michael A. Riegler; Baiyu Chen; Albert Clapés; Sergio Escalera; Isabelle Guyon; Xavier Baró; Pål Halvorsen; Henning Müller; Martha A. Larson (ICPR, 2016)

Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition. - Jiali Duan; Shuai Zhou; Jun Wan 001; Xiaoyuan Guo; Stan Z. Li (CoRR, 2016)

Explore Efficient Local Features from RGB-D Data for One-Shot Learning Gesture Recognition. - Jun Wan 001; Guodong Guo; Stan Z. Li (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

One-Shot Learning Gesture Recognition from RGB-D Data Using Bag of Features. - Jun Wan 001; Qiuqi Ruan; Wei Li 162; Shuang Deng (Gesture Recognition, 2017)

Multi-Region Ensemble Convolutional Neural Network for High Accuracy Age Estimation. - Yiliang Chen; Zichang Tan; Alex Po Leung; Jun Wan 001; Jianguo Zhang (BMVC, 2017)

Multi-modality Network with Visual and Geometrical Information for Micro Emotion Recognition. - Jianzhu Guo; Shuai Zhou; Jinlin Wu; Jun Wan 001; Xiangyu Zhu 001; Zhen Lei 001; Stan Z. Li (FG, 2017)

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges. - Jun Wan 001; Sergio Escalera; Gholamreza Anbarjafari; Hugo Jair Escalante; Xavier Baró; Isabelle Guyon; Meysam Madadi; Juri Allik; Jelena Gorbova; Chi Lin 002; Yiliang Xie (ICCV Workshops, 2017)

Principal motion components for one-shot gesture recognition. - Hugo Jair Escalante; Isabelle Guyon; Vassilis Athitsos; Pat Jangyodsuk; Jun Wan 001 (Pattern Anal. Appl., 2017)

Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition. - Pichao Wang; Wanqing Li 001; Jun Wan 001; Philip Ogunbona; Xinwang Liu 002 (AAAI, 2018)

Large-Scale Isolated Gesture Recognition Using a Refined Fused Model Based on Masked Res-C3D Network and Skeleton LSTM. - Chi Lin 002; Jun Wan 001; Yanyan Liang 001; Stan Z. Li (FG, 2018)

Fine-Grained Multi-Attribute Adversarial Learning for Face Generation of Age, Gender and Ethnicity. - Lipeng Wan; Jun Wan 001; Yi Jin 001; Zichang Tan; Stan Z. Li (ICB, 2018)

Dominant and Complementary Emotion Recognition From Still Images of Faces. - Jianzhu Guo; Zhen Lei 001; Jun Wan 001; Egils Avots; Noushin Hajarolasvadi; Boris Knyazev 001; Artem Kuharenko; Júlio Cezar Silveira Jacques Júnior; Xavier Baró; Hasan Demirel; Sergio Escalera; Juri Allik; et al. (IEEE Access, 2018)

Representation based and Attention augmented Meta learning. - Yunxiao Qin; Chenxu Zhao; Zezheng Wang; Junliang Xing; Jun Wan 001; Zhen Lei 001 (CoRR, 2018)

CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing. - Shifeng Zhang; Xiaobo Wang 001; Ajian Liu 001; Chenxu Zhao; Jun Wan 001; Sergio Escalera; Hailin Shi; Zezheng Wang; Stan Z. Li (CoRR, 2018)

RGB-D-based human motion recognition with deep learning: A survey. - Pichao Wang; Wanqing Li 001; Philip Ogunbona; Jun Wan 001; Sergio Escalera (Comput. Vis. Image Underst., 2018)

Efficient Group-n Encoding and Decoding for Facial Age Estimation. - Zichang Tan; Jun Wan 001; Zhen Lei 001; Ruicong Zhi; Guodong Guo; Stan Z. Li (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Articulated motion and deformable objects. - Jun Wan 001; Sergio Escalera; Francisco José Perales López; Josef Kittler (Pattern Recognit., 2018)

Auxiliary Demographic Information Assisted Age Estimation With Cascaded Structure. - Jun Wan 001; Zichang Tan; Zhen Lei 001; Guodong Guo; Stan Z. Li (IEEE Trans. Cybern., 2018)

Label Distribution-Based Facial Attractiveness Computation by Deep Residual Learning. - Yangyu Fan; Shu Liu 002; Bo Li 090; Zhe Guo; Ashok Samal; Jun Wan 001; Stan Z. Li (IEEE Trans. Multim., 2018)

A Unified Framework for Multi-Modal Isolated Gesture Recognition. - Jiali Duan; Jun Wan 001; Shuai Zhou; Xiaoyuan Guo; Stan Z. Li (ACM Trans. Multim. Comput. Commun. Appl., 2018)

Global and Local Spatial-Attention Network for Isolated Gesture Recognition. - Qi Yuan; Jun Wan 001; Chi Lin 002; Yunan Li 001; Qiguang Miao; Stan Z. Li; Lihua Wang; Yunxiang Lu (CCBR, 2019)

Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. - Ajian Liu 001; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Zichang Tan; Qi Yuan; Kai Wang 036; Chi Lin 002; Guodong Guo; Isabelle Guyon; Stan Z. Li (CVPR Workshops, 2019)

A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing. - Shifeng Zhang; Xiaobo Wang 001; Ajian Liu 001; Chenxu Zhao; Jun Wan 001; Sergio Escalera; Hailin Shi; Zezheng Wang; Stan Z. Li (CVPR, 2019)

Deeply-learned Hybrid Representations for Facial Age Estimation. - Zichang Tan; Yang Yang 062; Jun Wan 001; Guodong Guo; Stan Z. Li (IJCAI, 2019)

Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing. - Ajian Liu 001; Zichang Tan; Xuan Li; Jun Wan 001; Sergio Escalera; Guodong Guo; Stan Z. Li (CoRR, 2019)

Guest editorial: special issue on human abnormal behavioural analysis. - Gholamreza Anbarjafari; Sergio Escalera; Kamal Nasrollahi; Hugo Jair Escalante; Xavier Baró; Jun Wan 001; Thomas B. Moeslund (Mach. Vis. Appl., 2019)

FERLrTc: 2D+3D facial expression recognition via low-rank tensor completion. - Yunfang Fu; Qiuqi Ruan; Ziyan Luo; Yi Jin 001; Gaoyun An; Jun Wan 001 (Signal Process., 2019)

Attention-Based Pedestrian Attribute Analysis. - Zichang Tan; Yang Yang 062; Jun Wan 001; Hanyuan Hang; Guodong Guo; Stan Z. Li (IEEE Trans. Image Process., 2019)

Region-Based Context Enhanced Network for Robust Multiple Face Alignment. - Xuxin Lin; Yanyan Liang 001; Jun Wan 001; Chi Lin 002; Stan Z. Li (IEEE Trans. Multim., 2019)

Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks. - Zichang Tan; Yang Yang 062; Jun Wan 001; Guodong Guo; Stan Z. Li (AAAI, 2020)

3DPC-Net: 3D Point Cloud Network for Face Anti-spoofing. - Xuan Li; Jun Wan 001; Yi Jin 001; Ajian Liu 001; Guodong Guo; Stan Z. Li (IJCB, 2020)

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing. - Ajian Liu 001; Zichang Tan; Xuan Li; Jun Wan 001; Sergio Escalera; Guodong Guo; Stan Z. Li (CoRR, 2020)

Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review. - Ajian Liu 001; Xuan Li; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Meysam Madadi; Yi Jin 001; Zhuoyuan Wu; Xiaogang Yu; Zichang Tan; Qi Yuan; Ruikun Yang; et al. (CoRR, 2020)

Statistical Machine Learning for Human Behaviour Analysis. - Thomas B. Moeslund; Sergio Escalera; Gholamreza Anbarjafari; Kamal Nasrollahi; Jun Wan 001 (Entropy, 2020)

CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis. - Yunan Li 001; Jun Wan 001; Qiguang Miao; Sergio Escalera; Huijuan Fang; Huizhou Chen; Xiangda Qi; Guodong Guo (Int. J. Comput. Vis., 2020)

Guest Editorial: Image and Video Inpainting and Denoising. - Sergio Escalera; Hugo Jair Escalante; Xavier Baró; Isabelle Guyon; Meysam Madadi; Jun Wan 001; Stéphane Ayache; Yagmur Güçlütürk; Umut Güçlü (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing. - Shifeng Zhang; Ajian Liu 001; Jun Wan 001; Yanyan Liang 001; Guodong Guo; Sergio Escalera; Hugo Jair Escalante; Stan Z. Li (IEEE Trans. Biom. Behav. Identity Sci., 2020)

Task-Oriented Feature-Fused Network With Multivariate Dataset for Joint Face Analysis. - Xuxin Lin; Jun Wan 001; Yiliang Xie; Shifeng Zhang; Chi Lin 002; Yanyan Liang 001; Guodong Guo; Stan Z. Li (IEEE Trans. Cybern., 2020)

WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild. - Shifeng Zhang; Yiliang Xie; Jun Wan 001; Hansheng Xia; Stan Z. Li; Guodong Guo (IEEE Trans. Multim., 2020)

Multi-Modal Face Presentation Attack Detection - Jun Wan 001; Guodong Guo; Sergio Escalera; Hugo Jair Escalante; Stan Z. Li (Morgan & Claypool Publishers, 2020)

Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition. - Benjia Zhou; Yunan Li 001; Jun Wan 001 (AAAI, 2021)

LAE : Long-Tailed Age Estimation. - Zenghao Bao; Zichang Tan; Yu Zhu 006; Jun Wan 001; Xibo Ma; Zhen Lei 001; Guodong Guo (CAIP (2), 2021)

3D High-Fidelity Mask Face Presentation Attack Detection Challenge. - Ajian Liu 001; Chenxu Zhao; Zitong Yu; Anyang Su; Xing Liu; Zijian Kong; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Zhen Lei 001; Guodong Guo (ICCVW, 2021)

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing. - Ajian Liu 001; Zichang Tan; Jun Wan 001; Sergio Escalera; Guodong Guo; Stan Z. Li (WACV, 2021)

ChaLearn Looking at People: Inpainting and Denoising challenges. - Sergio Escalera; Marti Soler; Stéphane Ayache; Umut Güçlü; Jun Wan 001; Meysam Madadi; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon (CoRR, 2021)

Cross-ethnicity face anti-spoofing recognition challenge: A review. - Ajian Liu 001; Xuan Li; Jun Wan 001; Yanyan Liang 001; Sergio Escalera; Hugo Jair Escalante; Meysam Madadi; Yi Jin 001; Zhuoyuan Wu; Xiaogang Yu; Zichang Tan; Qi Yuan; et al. (IET Biom., 2021)

Cascaded Split-and-Aggregate Learning with Feature Recombination for Pedestrian Attribute Recognition. - Yang Yang 062; Zichang Tan; Prayag Tiwari; Hari Mohan Pandey; Jun Wan 001; Zhen Lei 001; Guodong Guo; Stan Z. Li (Int. J. Comput. Vis., 2021)

UAV-Based Wide-Area Internet of Things: An Integrated Deployment Architecture. - Zhenyu Na; Bowen Li; Xin Liu 009; Jun Wan 001; Mengshu Zhang; Yue Liu; Beihang Mao (IEEE Netw., 2021)

NAS-FAS: Static-Dynamic Central Difference Network Search for Face Anti-Spoofing. - Zitong Yu; Jun Wan 001; Yunxiao Qin; Xiaobai Li; Stan Z. Li; Guoying Zhao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Special Issue on Face Presentation Attack Detection. - Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Guodong Guo; Stan Z. Li (IEEE Trans. Biom. Behav. Identity Sci., 2021)

Face Anti-Spoofing via Adversarial Cross-Modality Translation. - Ajian Liu 001; Zichang Tan; Jun Wan 001; Yanyan Liang 001; Zhen Lei 001; Guodong Guo; Stan Z. Li (IEEE Trans. Inf. Forensics Secur., 2021)

Searching Multi-Rate and Multi-Modal Temporal Enhanced Networks for Gesture Recognition. - Zitong Yu; Benjia Zhou; Jun Wan 001; Pichao Wang; Haoyu Chen 001; Xin Liu 012; Stan Z. Li; Guoying Zhao 001 (IEEE Trans. Image Process., 2021)

Shared Low-Rank Correlation Embedding for Multiple Feature Fusion. - Zhan Wang 007; Lizhi Wang 001; Jun Wan 001; Hua Huang 001 (IEEE Trans. Multim., 2021)

Adaptive cross-fusion learning for multi-modal gesture recognition. - Benjia Zhou; Jun Wan 001; Yanyan Liang 001; Guodong Guo (Virtual Real. Intell. Hardw., 2021)

Nested Collaborative Learning for Long-Tailed Visual Recognition. - Jun Li; Zichang Tan; Jun Wan 001; Zhen Lei 001; Guodong Guo (CVPR, 2022)

Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition. - Benjia Zhou; Pichao Wang; Jun Wan 001; Yanyan Liang 001; Fan Wang 019; Du Zhang; Zhen Lei 001; Hao Li 030; Rong Jin 001 (CVPR, 2022)

Disentangling Facial Pose and Appearance Information for Face Anti-spoofing. - Ajian Liu 001; Jun Wan 001; Ning Jiang; Hongbin Wang; Yanyan Liang 001 (ICPR, 2022)

2D+3D facial expression recognition via embedded tensor manifold regularization. - Yunfang Fu; Qiuqi Ruan; Ziyan Luo; Gaoyun An; Yi Jin 001; Jun Wan 001 (CoRR, 2022)

Effective Vision Transformer Training: A Data-Centric Perspective. - Benjia Zhou; Pichao Wang; Jun Wan 001; Yanyan Liang 001; Fan Wang 019 (CoRR, 2022)

Exploring the Limits of Hard Example Mining for ID Document to Selfie Matching. - Zichang Tan; Ajian Liu 001; Jun Wan 001; Zhen Lei 001; Guodong Guo (IEEE Trans. Biom. Behav. Identity Sci., 2022)

ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition. - Jun Wan 001; Chi Lin 002; Longyin Wen; Yunan Li 001; Qiguang Miao; Sergio Escalera; Gholamreza Anbarjafari; Isabelle Guyon; Guodong Guo; Stan Z. Li (IEEE Trans. Cybern., 2022)

Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection. - Ajian Liu 001; Chenxu Zhao; Zitong Yu; Jun Wan 001; Anyang Su; Xing Liu; Zichang Tan; Sergio Escalera; Junliang Xing; Yanyan Liang 001; Guodong Guo; Zhen Lei 001; et al. (IEEE Trans. Inf. Forensics Secur., 2022)

CKDF: Cascaded Knowledge Distillation Framework for Robust Incremental Learning. - Kunchi Li; Jun Wan 001; Shan Yu (IEEE Trans. Image Process., 2022)

Cross-Batch Hard Example Mining With Pseudo Large Batch for ID vs. Spot Face Recognition. - Zichang Tan; Ajian Liu 001; Jun Wan 001; Hao Li 030; Zhen Lei 001; Guodong Guo; Stan Z. Li (IEEE Trans. Image Process., 2022)

Frequency Feature Pyramid Network With Global-Local Consistency Loss for Crowd-and-Vehicle Counting in Congested Scenes. - Xiaoyuan Yu; Yanyan Liang 001; Xuxin Lin; Jun Wan 001; Tian Wang 001; Hong-Ning Dai (IEEE Trans. Intell. Transp. Syst., 2022)

Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning. - Sunyuan Qiang; Jiayi Hou; Jun Wan 001; Yanyan Liang 001; Zhen Lei 001; Du Zhang (AAAI, 2023)

Surveillance Face Presentation Attack Detection Challenge. - Hao Fang; Ajian Liu 001; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Zhen Lei 001 (CVPR Workshops, 2023)

Attack-Agnostic Deep Face Anti-Spoofing. - Ajian Liu 001; Zichang Tan; Yanyan Liang 001; Jun Wan 001 (CVPR Workshops, 2023)

Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results. - Dong Wang; Jia Guo 003; Qiqi Shao; Haochi He; Zhian Chen; Chuanbao Xiao; Ajian Liu 001; Sergio Escalera; Hugo Jair Escalante; Zhen Lei 001; Jun Wan 001; Jiankang Deng (CVPR Workshops, 2023)

Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining. - Benjia Zhou; Zhigang Chen; Albert Clapés; Jun Wan 001; Yanyan Liang 001; Sergio Escalera; Zhen Lei 001; Du Zhang (ICCV, 2023)

Effective Decision Boundary Learning for Class Incremental Learning. - Kunchi Li; Jun Wan 001; Shan Yu (CoRR, 2023)

Deep domain-invariant learning for facial age estimation. - Zenghao Bao; Yutian Luo; Zichang Tan; Jun Wan 001; Xibo Ma; Zhen Lei 001 (Neurocomputing, 2023)

Divergence-Driven Consistency Training for Semi-Supervised Facial Age Estimation. - Zenghao Bao; Zichang Tan; Jun Wan 001; Xibo Ma; Guodong Guo; Zhen Lei 001 (IEEE Trans. Inf. Forensics Secur., 2023)

FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing. - Ajian Liu 001; Zichang Tan; Zitong Yu; Chenxu Zhao; Jun Wan 001; Yanyan Liang 001; Zhen Lei 001; Du Zhang; Stan Z. Li; Guodong Guo (IEEE Trans. Inf. Forensics Secur., 2023)

General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds With One Stone. - Zenghao Bao; Zichang Tan; Jun Li; Jun Wan 001; Xibo Ma; Zhen Lei 001 (IEEE Trans. Image Process., 2023)

A Unified Multimodal De- and Re-Coupling Framework for RGB-D Motion Recognition. - Benjia Zhou; Pichao Wang; Jun Wan 001; Yanyan Liang 001; Fan Wang 019 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Compound Text-Guided Prompt Tuning via Image-Adaptive Cues. - Hao Tan; Jun Li; Yizhuang Zhou; Jun Wan 001; Zhen Lei 001; Xiangyu Zhang 005 (AAAI, 2024)

Semantic Segmentation Active Learning with Scene Coverage CoreSet. - Hailun Liang; Sunyuan Qiang; Hui Ma; Jun Wan 001; Yanyan Liang 001 (CCBR (2), 2024)

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-Spoofing. - Ajian Liu 001; Shuai Xue; Jianwen Gan; Jun Wan 001; Yanyan Liang 001; Jiankang Deng; Sergio Escalera; Zhen Lei 001 (CVPR, 2024)

Unified Physical-Digital Attack Detection Challenge. - Haocheng Yuan; Ajian Liu 001; Junze Zheng; Jun Wan 001; Jiankang Deng; Sergio Escalera; Hugo Jair Escalante; Isabelle Guyon; Zhen Lei 001 (CVPR Workshops, 2024)

VL-FAS: Domain Generalization via Vision-Language Model For Face Anti-Spoofing. - Hao Fang; Ajian Liu 001; Ning Jiang; Quan Lu; Guoqing Zhao; Jun Wan 001 (ICASSP, 2024)

CPL-CLIP: Compound Prompt Learning for Flexible-Modal Face Anti-Spoofing. - Ying Zhang; Xiangyu Zhu 001; Ajian Liu 001; Xun Lin; Jun Wan 001; Jing Zhang; Zhen Lei 001 (IJCB, 2024)

La-SoftMoE CLIP for Unified Physical-Digital Face Attack Detection. - Hang Zou; Chenxi Du; Hui Zhang; Yuan Zhang 023; Ajian Liu 001; Jun Wan 001; Zhen Lei 001 (IJCB, 2024)

Unified Physical-Digital Face Attack Detection. - Hao Fang; Ajian Liu 001; Haocheng Yuan; Junze Zheng; Dingheng Zeng; Yanhong Liu; Jiankang Deng; Sergio Escalera; Xiaoming Liu 002; Jun Wan 001; Zhen Lei 001 (IJCAI, 2024)

FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing. - Ajian Liu 001; Hui Ma; Junze Zheng; Haocheng Yuan; Xiaoyuan Yu; Yanyan Liang 001; Sergio Escalera; Jun Wan 001; Zhen Lei 001 (ACM Multimedia, 2024)

Adapt and Refine: A Few-Shot Class-Incremental Learner via Pre-Trained Models. - Sunyuan Qiang; Zhu Xiong; Yanyan Liang 001; Jun Wan 001; Du Zhang (PRCV (1), 2024)

PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition. - Hao Tan; Zichang Tan; Jun Li; Jun Wan 001; Zhen Lei 001 (CoRR, 2024)

AI Competitions and Benchmarks: Dataset Development. - Romain Egele; Júlio C. S. Jacques Júnior; Jan N. van Rijn; Isabelle Guyon; Xavier Baró; Albert Clapés; Prasanna Balaprakash; Sergio Escalera; Thomas B. Moeslund; Jun Wan 001 (CoRR, 2024)

Dynamic Feature Learning and Matching for Class-Incremental Learning. - Sunyuan Qiang; Yanyan Liang 001; Jun Wan 001; Du Zhang (CoRR, 2024)

FeTT: Continual Class Incremental Learning via Feature Transformation Tuning. - Sunyuan Qiang; Xuxin Lin; Yanyan Liang 001; Jun Wan 001; Du Zhang (CoRR, 2024)

Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition. - Eleni Triantafillou; Peter Kairouz; Fabian Pedregosa; Jamie Hayes; Meghdad Kurmanji; Kairan Zhao; Vincent Dumoulin; Júlio C. S. Jacques Júnior; Ioannis Mitliagkas; Jun Wan 001; Lisheng Sun-Hosoya; Sergio Escalera; et al. (CoRR, 2024)

SSPA: Split-and-Synthesize Prompting with Gated Alignments for Multi-Label Image Recognition. - Hao Tan; Zichang Tan; Jun Li; Jun Wan 001; Zhen Lei 001; Stan Z. Li (CoRR, 2024)

A Unified Framework for Iris Anti-Spoofing: Introducing IrisGeneral Dataset and Masked-MoE Method. - Hang Zou; Chenxi Du; Ajian Liu 001; Yuan Zhang 023; Jing Liu; Mingchuan Yang; Jun Wan 001; Hui Zhang (CoRR, 2024)

C2RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval. - Zhigang Chen; Benjia Zhou; Yiqing Huang; Jun Wan 001; Yibo Hu; Hailin Shi; Yanyan Liang 001; Zhen Lei 001; Du Zhang (CoRR, 2024)

Surveillance Face Anti-Spoofing. - Hao Fang; Ajian Liu 001; Jun Wan 001; Sergio Escalera; Chenxu Zhao; Xu Zhang; Stan Z. Li; Zhen Lei 001 (IEEE Trans. Inf. Forensics Secur., 2024)

NCL++: Nested Collaborative Learning for long-tailed visual recognition. - Zichang Tan; Jun Li; Jinhao Du; Jun Wan 001; Zhen Lei 001; Guodong Guo (Pattern Recognit., 2024)

Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation. - Qing Tian 001; Chuang Ma; Meng Cao 005; Jun Wan 001; Zhen Lei 001; Songcan Chen (IEEE Trans. Neural Networks Learn. Syst., 2024)

DCL: Dipolar Confidence Learning for Source-Free Unsupervised Domain Adaptation. - Qing Tian 001; Heyang Sun; Shun Peng; Yuhui Zheng; Jun Wan 001; Zhen Lei 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

ESDB: Expand the Shrinking Decision Boundary via One-to-Many Information Matching for Continual Learning With Small Memory. - Kunchi Li; Hongyang Chen; Jun Wan 001; Shan Yu (IEEE Trans. Circuits Syst. Video Technol., 2024)

Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection. - Shunxin Chen; Ajian Liu 001; Junze Zheng; Jun Wan 001; Kailai Peng; Sergio Escalera; Zhen Lei 001 (AAAI, 2025)

Recover and Match: Open-Vocabulary Multi-Label Recognition through Knowledge-Constrained Optimal Transport. - Hao Tan; Zichang Tan; Jun Li; Ajian Liu 001; Jun Wan 001; Zhen Lei 001 (CVPR, 2025)

Enhance the old representations' adaptability dynamically for exemplar-free continual learning. - Kunchi Li; Chaoyue Ding; Jun Wan 001; Shan Yu (Neurocomputing, 2025)

Collaborative Adapter Experts for Class-Incremental Learning. - Sunyuan Qiang; Xinxing Yu; Yanyan Liang 001; Jun Wan 001; Du Zhang (IEEE Signal Process. Lett., 2025)

FA3-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection. - Yongze Li; Ning Li; Ajian Liu 001; Hui Ma; Liying Yang; Xihong Chen; Zhiyao Liang; Yanyan Liang 001; Jun Wan 001; Zhen Lei 001 (IEEE Trans. Inf. Forensics Secur., 2025)

PMMTalk$:$ Speech-Driven 3D Facial Animation From Complementary Pseudo Multi-Modal Features. - Tianshun Han; Shengnan Gui; Yiqing Huang; Baihui Li; Lijian Liu; Benjia Zhou; Ning Jiang; Quan Lu; Ruicong Zhi; Yanyan Liang 001; Du Zhang; Jun Wan 001 (IEEE Trans. Multim., 2025)

Vision Transformer With Relation Exploration for Pedestrian Attribute Recognition. - Hao Tan; Zichang Tan; Dunfang Weng; Ajian Liu 001; Jun Wan 001; Zhen Lei 001; Stan Z. Li (IEEE Trans. Multim., 2025)

SHIELD: an evaluation benchmark for face spoofing and forgery detection with multimodal large language models. - Yichen Shi; Yuhao Gao; Yingxin Lai; Hongyang Wang; Jun Feng; Lei He; Jun Wan 001; Changsheng Chen; Zitong Yu; Xiaochun Cao (Vis. Intell., 2025)

Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification. - Ruicong Zhi; Yicheng Meng; Junyi Hou; Jun Wan 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection. - Yongze Li; Ning Li; Ajian Liu 001; Hui Ma; Liying Yang; Xihong Chen; Zhiyao Liang; Yanyan Liang 001; Jun Wan 001; Zhen Lei 001 (CoRR, 2025)

Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning. - Ajian Liu 001; Haocheng Yuan; Xiao Guo; Hui Ma; Wanyi Zhuang; Changtao Miao; Yan Hong 001; Chuanbiao Song; Jun Lan; Qi Chu 001; Tao Gong; Yanyan Liang 001; et al. (CoRR, 2025)

GEX: Democratizing Dexterity with Fully-Actuated Dexterous Hand and Exoskeleton Glove. - Yunlong Dong; Xing Liu; Jun Wan 001; Zelin Deng (CoRR, 2025)

Guest Editorial: Special Issue on Biometrics Security and Privacy. - Jun Wan 001; Arun Ross; Sergio Escalera (Int. J. Comput. Vis., 2025)

DexReMoE:In-hand Reorientation of General Object via Mixtures of Experts. - Jun Wan 001; Xing Liu; Yunlong Dong (CoRR, 2025)

Reliable and Balanced Transfer Learning for Generalized Multimodal Face Anti-Spoofing. - Xun Lin; Ajian Liu 001; Zitong Yu; Rizhao Cai; Shuai Wang 049; Yi Yu 011; Jun Wan 001; Zhen Lei 001; Xiaochun Cao; Alex C. Kot (IEEE Trans. Pattern Anal. Mach. Intell., 2025)