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2026

Part-Based Feature Complementary Denoising for Unsupervised Person Re-IdentificationQing Tian 0001, Bin Wang 0062, Xiang Liu, Jiashuo Shen, Keyang Cheng, Weihua Ou, Zhen Lei 0001. tcsv, 36(2):2137-2150, February 2026. [doi]

Progressive Curriculum Learning With Teacher-Student Collaboration for Source-Free Unsupervised Domain AdaptationQing Tian 0001, Junyu Shen, Lulu Kang, Weihua Ou, Jun Wan 0001, Zhen Lei 0001. tcsv, 36(2):1627-1639, February 2026. [doi]

UniAttack: Unified Physical-Digital Face Attack DetectionShunxin Chen, Ajian Liu 0001, Hao Fang, Haocheng Yuan, Junze Zheng, Dingheng Zeng, Yanhong Liu, Jiankang deng, Sergio Escalera, Xiaoming Liu 0002, Jun Wan 0001, Zhen Lei 0001. ijcv, 134(3):88, March 2026. [doi]

Individual and Common Attack: Enhancing Transferability in VLP Models Through Modal Feature ExploitationYaguan Qian, Yaxin Kong, Qiqi Bao 0001, Zhaoquan Gu, Bin Wang 0062, Shouling Ji, Jianping Zhang, Zhen Lei 0001. TIP, 35:1082-1095, 2026. [doi]

Exploiting Shared Adversarial Features for Dynamic Attacks in Large Vision-Language ModelsYaguan Qian, Xucheng Zhu, Qiqi Bao 0001, Fei Yu 0012, Shouling Ji, Zhaoquan Gu, Wei Wang 0012, Bin Wang 0062, Zhen Lei 0001. tifs, 21:592-607, 2026. [doi]

EndoChat: Grounded multimodal large language model for endoscopic surgeryGuankun Wang, Long Bai 0008, Junyi Wang, Kun Yuan 0004, Zhen Li 0026, Tianxu Jiang, Xiting He, Jinlin Wu, Zhen Chen 0018, Zhen Lei 0001, Hongbin Liu 0001, Jiazheng Wang, Fan Zhang 0016, Nicolas Padoy, Nassir Navab, Hongliang Ren 0001. mia, 107:103789, 2026. [doi]

Procedure-Aware Hierarchical Alignment for Open Surgery Video-Language PretrainingBoqiang Xu, Jinlin Wu, Jian Liang 0001, Zhenan Sun, Hongbin Liu 0001, Jiebo Luo 0001, Zhen Lei 0001. TIP, 35:1966-1976, 2026. [doi]

Deep Learning for Human Parsing: A SurveyXiaomei Zhang, Xiangyu Zhu 0001, Ming Tang 0001, Zhen Lei 0001. ACM Comput. Surv., 58(1), January 2026. [doi]

Unifying Locality of KANs and Feature Drift Compensation Projection for Data-Free Replay Based Continual Face Forgery DetectionTianshuo Zhang, Siran Peng, Li Gao, Haoyuan Zhang, Xiangyu Zhu 0001, Zhen Lei 0001. AAAI 2026: 12771-12779 [doi]

2025

Decisive vector guided column annotationXiaobo Wang 0001, Shuo Wang, Yanyan Liang, Zhen Lei 0001. PR, 158:110958, 2025. [doi]

Evidential Deep Learning for Open-Set Active Domain AdaptationQing Tian 0001, Jiangsen Yu, Yi Zhao, Wen Li 0001, Zhen Lei 0001. tnn, 36(10):19081-19091, October 2025. [doi]

Unsupervised Domain Adaptation Person Re-Identification: Bridged by Feature Fusion Transitional DomainQing Tian 0001, Xiang Liu, Jixin Sun, Jun Wan 0001, Zhen Lei 0001. tifs, 20:11417-11430, 2025. [doi]

Cross-Attention With Conditional Matching for Multi-Target Domain AdaptationQing Tian 0001, Xiang Liu, JiaZhong Zhou, Yuhui Zheng, Jun Wan 0001, Zhen Lei 0001. tcsv, 35(11):10918-10929, 2025. [doi]

DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D EditingYufei Huang 0002, Bangyan Liao, Yuqi Hu, Haitao Lin, Lirong Wu, Siyuan Li 0002, Cheng Tan 0012, Zicheng Liu 0006, Yunfan Liu 0002, Zelin Zang, Chang Yu 0001, Zhen Lei 0001. cvpr 2025: 16304-16313 [doi]

DiffSpeaker: Speech-Driven 3D Facial Animation with Diffusion TransformerZhiyuan Ma 0002, Xiangyu Zhu 0001, Chen Qian 0006, Shukai Chen, Li Gao, Guojun Qi, Zhaoxiang Zhang 0001, Zhen Lei 0001. icb 2025: 1-10 [doi]

Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D DataZhiyuan Ma 0002, Xinyue Liang, Rongyuan Wu, Xiangyu Zhu 0001, Zhen Lei 0001, Lei Zhang 0006. cvpr 2025: 11036-11050 [doi]

SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline InferenceZhen Chen 0018, Xingjian Luo, Jinlin Wu, Long Bai 0008, Zhen Lei 0001, Hongliang Ren 0001, Sébastien Ourselin, Hongbin Liu 0001. icra 2025: 12782-12788 [doi]

Prompt-Enhanced: Leveraging language representation for prompt continual learningWei Li 0049, Dezhi Li, Shitong Shao, Kaizhu Huang, Zhen Lei 0001. NN, 190:107589, 2025. [doi]

Weakly Aligned Feature Fusion for Multimodal Object DetectionLu Zhang 0054, Zhiyong Liu 0001, Xiangyu Zhu 0001, Zhan Song, Xu Yang 0004, Zhen Lei 0001, Hong Qiao. tnn, 36(3):4145-4159, March 2025. [doi]

Pixel and Feature Transfer Fusion for Unsupervised Cross-Dataset Person ReidentificationYang Yang 0062, Guan'an Wang, Prayag Tiwari, Hari Mohan Pandey, Zhen Lei 0001. tnn, 36(3):4220-4232, March 2025. [doi]

Layer-Animate for Transparent Video GenerationJingqi Bai, Jingkai Zhou, Benzhi Wang, Weihua Chen, Yang Yang 0062, Zhen Lei 0001, Fan Wang 0019. icassp 2025: 1-5 [doi]

Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack DetectionShunxin Chen, Ajian Liu 0001, Junze Zheng, Jun Wan 0001, Kailai Peng, Sergio Escalera, Zhen Lei 0001. AAAI 2025: 2195-2203 [doi]

2RL: Content and Context Representation Learning for Gloss-Free Sign Language Translation and RetrievalZhigang Chen, Benjia Zhou, Yiqing Huang, Jun Wan 0001, Yibo Hu 0001, Hailin Shi, Yanyan Liang 0001, Zhen Lei 0001, Du Zhang. tcsv, 35(9):8533-8544, September 2025. [doi]

F2PASeg: Feature Fusion for Pituitary Anatomy Segmentation in Endoscopic SurgeryLumin Chen, Zhiying Wu, Tianye Lei, Xuexue Bai, Ming Feng, Yuxi Wang 0001, Gaofeng Meng, Zhen Lei 0001, Hongbin Liu 0001. miccai 2026: 246-255 [doi]

Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic dataIvan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu 0002, Luis F. Gomez, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso 0001, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei 0001, Xiangyu Zhu 0001, Xiao-Yu Zhang, Bernardo Biesseck, Pedro Vidal 0001, Luiz Coelho, Roger Granada, David Menotti. inffus, 120:103099, 2025. [doi]

DRAge: Dynamic Routing Mixture of Experts for Facial Age EstimationZhengyu Dou, Xiaomei Zhang, Ajian Liu 0001, Fengmei Liang, Hongsen Bi, Zhen Lei 0001. ccbr 2026: 307-317 [doi]

FGeneBERT: function-driven pre-trained gene language model for metagenomicsChenrui Duan, Zelin Zang, Yongjie Xu, Hang He, Siyuan Li 0002, Zihan Liu, Zhen Lei 0001, Ju-Sheng Zheng, Stan Z. Li. bib, 26(6), 2025. [doi]

MR-to-CT Translation Using Frequency-Separated Diffusion ModelsChaohui Gong, Zisheng Huang, Zhiying Wu, Mingyang Zhao 0001, Fan Xu, Xuexue Bai, Ming Feng, Alejandro Granados, Gaofeng Meng, Zhen Lei 0001, Hongbin Liu 0001. isbi 2025: 1-5 [doi]

MM2CT: MR-to-CT Translation for Multi-modal Image Fusion with MambaChaohui Gong, Zhiying Wu, Zisheng Huang, Gaofeng Meng, Zhen Lei 0001, Hongbin Liu 0001. miccai 2026: 167-176 [doi]

PESTalk: Speech-Driven 3D Facial Animation with Personalized Emotional StylesTianshun Han, Benjia Zhou, Ajian Liu 0001, Yanyan Liang 0001, Du Zhang, Zhen Lei 0001, Jun Wan 0001. mm 2025: 7893-7901 [doi]

Endo-4DGX: Robust Endoscopic Scene Reconstruction and Illumination Correction with Gaussian SplattingYiming Huang, Long Bai 0008, Beilei Cui, Yanheng Li, Tong Chen, Jie Wang 0097, Jinlin Wu, Zhen Lei 0001, Hongbin Liu 0001, Hongliang Ren 0001. miccai 2026: 181-191 [doi]

3-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack DetectionYongze Li, Ning Li, Ajian Liu 0001, Hui Ma, Liying Yang, Xihong Chen, Zhiyao Liang, Yanyan Liang 0001, Jun Wan 0001, Zhen Lei 0001. tifs, 20:8167-8177, 2025. [doi]

CoreNet: Conflict Resolution Network for point-pixel misalignment and sub-task suppression of 3D LiDAR-camera object detectionYiheng Li, Yang Yang 0062, Zhen Lei 0001. inffus, 118:102896, 2025. [doi]

MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and QuantizationSiyuan Li, Luyuan Zhang, Zedong Wang, Juanxi Tian, Cheng Tan 0012, Zicheng Liu 0006, Chang Yu 0001, Qingsong Xie, Haonan Lu, Haoqian Wang, Zhen Lei 0001. cvpr 2025: 19713-19723 [doi]

Diffusion Models are Zero-Shot Generative Text-Vision RetrieversBao Li, Zeke Xie, Xiaomei Zhang, Xiangyu Zhu 0001, Zhen Lei 0001. icassp 2025: 1-5 [doi]

Reliable and Balanced Transfer Learning for Generalized Multimodal Face Anti-SpoofingXun Lin, Ajian Liu 0001, Zitong Yu, Rizhao Cai, Shuai Wang 0049, Yi Yu 0011, Jun Wan 0001, Zhen Lei 0001, Xiaochun Cao, Alex C. Kot. pami, 47(9):7608-7625, September 2025. [doi]

Deep Multimanifold Transformation-Based Multivariate Time Series Fault DetectionHong Liu, Xiuxiu Qiu, Yiming Shi, Miao Xu, Zelin Zang, Zhen Lei 0001. tnn, 36(10):18397-18407, October 2025. [doi]

Parsing-Induced Mixture-of-Experts for Facial Age EstimationWen Liu, Xiaomei Zhang, Li Gao, Kai Pang, Xu Chang, Hongsen Bi, Zhen Lei 0001. prcv 2026: 47-61 [doi]

MVBoost: Boost 3D Reconstruction with Multi-View RefinementXiangyu Liu, Xiaomei Zhang, Zhiyuan Ma 0002, Xiangyu Zhu 0001, Zhen Lei 0001. cvpr 2025: 21664-21673 [doi]

MFNet: Mamba-Driven Feature Fusion for Human ParsingXinyu Liu, Xiaomei Zhang, Jing Gu, Ajian Liu 0001, Fengmei Liang, Hongsen Bi, Zhen Lei 0001. ccbr 2026: 528-539 [doi]

UBG: An Unreal BattleGround Benchmark With Object-Aware Hierarchical Proximal Policy OptimizationLongyu Niu, Baihui Li, XingJian Fan, Hao Fang, Jun Li 0033, Junliang Xing, Jun Wan 0001, Zhen Lei 0001. tnn, 36(9):17239-17252, September 2025. [doi]

Explaining Convolutional Neural Networks via a Concise and Hierarchical ApproachJiawei Pan, Xiangyu Zhu 0001, Haoyuan Zhang, Stan Z. Li, Zhen Lei 0001. icb 2025: 1-10 [doi]

WMamba: Wavelet-based Mamba for Face Forgery DetectionSiran Peng, Tianshuo Zhang, Li Gao, Xiangyu Zhu 0001, Haoyuan Zhang, Kai Pang, Zhen Lei 0001. mm 2025: 4768-4777 [doi]

A Multimodal Adversarial Attack Method via Frequency Domain Enhancement and Fine-Grained Cross-Modal GuidanceYaguan Qian, Qinqin Yu, Qiqi Bao 0001, Shouling Ji, Wei Wang 0012, Bin Wang 0062, Zhaoquan Gu, Zhen Lei 0001. tdsc, 22(6):7877-7889, November - December 2025. [doi]

Vision Transformer With Relation Exploration for Pedestrian Attribute RecognitionHao Tan, Zichang Tan, Dunfang Weng, Ajian Liu 0001, Jun Wan 0001, Zhen Lei 0001, Stan Z. Li. tmm, 27:198-208, 2025. [doi]

ROLA: real-world object-centric learning with attention optimizationQu Tang, Haochen Wang, Xiangyu Zhu 0001, Zhen Lei 0001, Zhaoxiang Zhang 0001. chinaf, 68(9), 2025. [doi]

ET-Talk: Effective Training Strategy to Enhance Synchrony and Fidelity for Talking Face GenerationBaiqin Wang, Xiangyu Zhu 0001, Fan Shen, Hao Xu, Shukai Chen, Zhen Lei 0001. icmcs 2025: 1-6 [doi]

RealisHuman: A Two-Stage Approach for Refining Malformed Human Parts in Generated ImagesBenzhi Wang, Jingkai Zhou, Jingqi Bai, Yang Yang 0062, Weihua Chen, Fan Wang 0019, Zhen Lei 0001. AAAI 2025: 7509-7517 [doi]

Transferable Lane Detection via Adjacency-Guided Instance Interaction and Label ReassignmentYuxuan Wang, Yang Yang 0062, Zhen Lei 0001. itsc 2025: 4618-4625 [doi]

StreamWMR: A Streaming Framework for Real-time 3D Whole-body Mesh RecoveryMiao Xu, Xiangyu Zhu 0001, Jinlin Wu, Zidu Wang, Xiaomei Zhang, Li Gao, Shukai Chen, Dong Yi, Zhen Lei 0001. icb 2025: 1-10 [doi]

Reconstructing 3D Hand-Instrument Interaction from a Single 2D Image in Medical ScenesMiao Xu, Xiangyu Zhu 0001, Jinlin Wu, Ming Feng, Zelin Zang, Hongbin Liu 0001, Zhen Lei 0001. miccai 2026: 424-434 [doi]

GenFIQA: Generative Face Image Quality Assessment via Identity-conditioned Diffusion ModelZheyu Yan, Weisong Zhao, Li Gao, Kai Pang, Xiangyu Zhu 0001, Xiaoyu Zhang 0002, Zhen Lei 0001. icb 2025: 1-10 [doi]

A Review of BioTree Construction in the Context of Information Fusion: Priors, Methods, Applications and TrendsZelin Zang, Yongjie Xu, Chenrui Duan, Yue Yuan, Yue Shen, Jinlin Wu, Zhen Lei 0001, Stan Z. Li. inffus, 121:103108, 2025. [doi]

MDTree: A Masked Dynamic Autoregressive Model for Phylogenetic InferenceZelin Zang, Chenrui Duan, Siyuan Li, Jinlin Wu, BingoWing-Kuen Ling, Fuji Yang, Jiebo Luo, Zhen Lei 0001, Stan Z. Li. tmlr, 2025, 2025. [doi]

MuST: multiple-modality structure transformation for single-cell spatial transcriptomicsZelin Zang, Liangyu Li, Yongjie Xu 0001, Chenrui Duan, Yue Shen, Yi Sun, Zhen Lei 0001, Stan Z. Li. bib, 26(Supplement_1), 2025. [doi]

Exploiting Facial Discomfort Clues with Vision-Language Model for Generalizable Face Forgery DetectionTianshuo Zhang, Xiangyu Zhu 0001, Li Gao, Kai Pang, Shukai Chen, Zhen Lei 0001. icb 2025: 1-10 [doi]

A Survey on Personalized Content Synthesis with Diffusion ModelsXulu Zhang, Xiaoyong Wei, Wentao Hu, Jinlin Wu, Jiaxin Wu 0001, Wengyu Zhang, Zhaoxiang Zhang 0001, Zhen Lei 0001, Qing Li 0001. ijautcomp, 22(5):817-848, October 2025. [doi]

Spoof Trace Discovery for Deep Learning Based Explainable Face Anti-SpoofingHaoyuan Zhang, Xiangyu Zhu 0001, Li Gao, Jiawei Pan, Kai Pang, Guoying Zhao 0001, Zhen Lei 0001. icb 2025: 1-10 [doi]

Global Cross-Entropy Loss for Deep Face RecognitionWeisong Zhao, Xiangyu Zhu 0001, Haichao Shi, Xiaoyu Zhang 0002, Guoying Zhao 0001, Zhen Lei 0001. TIP, 34:1672-1685, 2025. [doi]

Top-Down Guidance for Learning Object-Centric RepresentationsJunhong Zou, Xiangyu Zhu 0001, Zhaoxiang Zhang 0001, Zhen Lei 0001. IJCAI 2025: 2548-2556 [doi]

2024

Cutting-Edge Biometrics Research: Selected Best Papers From IJCB 2023Anderson Rocha 0001, Kevin W. Bowyer, Luisa Verdoliva, Zhen Lei 0001, Hugo Proença 0001, Mark S. Nixon. tbbis, 6(4):439-442, October 2024. [doi]

FM-CLIP: Flexible Modal CLIP for Face Anti-SpoofingAjian Liu 0001, Hui Ma, Junze Zheng, Haocheng Yuan, Xiaoyuan Yu, Yanyan Liang 0001, Sergio Escalera, Jun Wan 0001, Zhen Lei 0001. mm 2024: 8228-8237 [doi]

ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score DistillationZhiyuan Ma 0002, Yuxiang Wei 0001, Yabin Zhang 0001, Xiangyu Zhu 0001, Zhen Lei 0001, Lei Zhang 0006. eccv 2025: 1-19 [doi]

Transforming Surgical Interventions with Embodied Intelligence for Ultrasound RoboticsHuan Xu 0003, Jinlin Wu, Guanglin Cao, Zhen Chen, Zhen Lei 0001, Hongbin Liu 0001. miccai 2024: 703-713 [doi]

Open Vocabulary 3D Scene Understanding via Geometry Guided Self-DistillationPengfei Wang 0012, Yuxi Wang 0001, Shuai Li 0014, Zhaoxiang Zhang 0001, Zhen Lei 0001, Lei Zhang 0006. eccv 2025: 442-460 [doi]

SurgFC: Multimodal Surgical Function Calling Framework on the Demand of SurgeonsZhen Chen, Xingjian Luo, Jinlin Wu, Danny T. M. Chan, Zhen Lei 0001, Sébastien Ourselin, Hongbin Liu 0001. bibm 2024: 3076-3081 [doi]

Expanding Scene Graph Boundaries: Fully Open-Vocabulary Scene Graph Generation via Visual-Concept Alignment and RetentionZuyao Chen, Jinlin Wu, Zhen Lei 0001, Zhaoxiang Zhang 0001, Chang Wen Chen. eccv 2025: 108-124 [doi]

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic DataIvan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu 0002, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso 0001, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei 0001, Xiangyu Zhu 0001, Xiao-Yu Zhang, Bernardo Biesseck, Pedro Vidal 0001, Luiz Coelho, Roger Granada, David Menotti. cvpr 2024: 3173-3183 [doi]

Unified Physical-Digital Face Attack DetectionHao Fang, Ajian Liu, Haocheng Yuan, Junze Zheng, Dingheng Zeng, Yanhong Liu, Jiankang deng, Sergio Escalera, Xiaoming Liu 0002, Jun Wan 0001, Zhen Lei 0001. IJCAI 2024: 749-757 [doi]

SurgTrack: CAD-Free 3D Tracking of Real-World Surgical InstrumentsWenwu Guo, Jinlin Wu, Zhen Chen, Qingxiang Zhao, Miao Xu, Zhen Lei 0001, Hongbin Liu 0001. miccai 2025: 168-177 [doi]

HideMIA: Hidden Wavelet Mining for Privacy-Enhancing Medical Image AnalysisXun Lin, Yi Yu, Zitong Yu, Ruohan Meng, Jiale Zhou, Ajian Liu 0001, Yizhong Liu, Shuai Wang, Wenzhong Tang, Zhen Lei 0001, Alex C. Kot. mm 2024: 8110-8119 [doi]

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-SpoofingAjian Liu, Shuai Xue, Jianwen Gan, Jun Wan 0001, Yanyan Liang, Jiankang deng, Sergio Escalera, Zhen Lei 0001. cvpr 2024: 222-232 [doi]

CG-FAS: Cross-label Generative Augmentation for Face Anti-SpoofingXing Liu, Anyang Su, Minghui Wu, Zitong Yu, Kangle Wu, Da An, Jie Hao, Mengzhen Xu, Chenxu Zhao, Zhen Lei 0001. ijcv, 132(11):5330-5345, November 2024. [doi]

SurgPLAN: Surgical Phase Localization Network for Phase RecognitionXingjian Luo, You Pang, Zhen Chen, Jinlin Wu, Zongmin Zhang, Zhen Lei 0001, Hongbin Liu. isbi 2024: 1-5 [doi]

FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systemsPietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang 0002, Jinlin Wu, Zhen Lei 0001, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal 0001, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras. inffus, 107:102322, 2024. [doi]

FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic DataPietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang 0002, Jinlin Wu, Zhen Lei 0001, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal 0001, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Gianni Fenu, Fadi Boutros, Mirko Marras, Naser Damer. wacv 2024: 892-901 [doi]

Formulating facial mesh tracking as a differentiable optimization problem: a backpropagation-based solutionSiran Peng, Xiangyu Zhu, Dong Yi, Chen Qian 0006, Zhen Lei 0001. visintelligence, 2(1):21, 2024. [doi]

FusionMamba: Efficient Remote Sensing Image Fusion With State Space ModelSiran Peng, Xiangyu Zhu 0001, Haoyu Deng, Liang-Jian Deng, Zhen Lei 0001. tgrs, 62:1-16, 2024. [doi]

UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language ModelsZhanyue Qin, Haochuan Wang, Deyuan Liu, Ziyang Song, Cunhang Fan, Zhao Lv, Jinlin Wu, Zhen Lei 0001, Zhiying Tu, Dianhui Chu, Xiaoyan Yu, Dianbo Sui. emnlp 2024: 7630-7645 [doi]

PWISeg: Weakly-Supervised Surgical Instrument Instance SegmentationZhen Sun, Huan Xu, Jinlin Wu, Zhen Chen, Hongbin Liu, Zhen Lei 0001. icip 2024: 3144-3150 [doi]

NCL++: Nested Collaborative Learning for long-tailed visual recognitionZichang Tan, Jun Li, Jinhao Du, Jun Wan 0001, Zhen Lei 0001, Guodong Guo. PR, 147:110064, March 2024. [doi]

DCL: Dipolar Confidence Learning for Source-Free Unsupervised Domain AdaptationQing Tian, Heyang Sun, Shun Peng, Yuhui Zheng, Jun Wan 0001, Zhen Lei 0001. tcsv, 34(6):4342-4353, June 2024. [doi]

Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge ExploitationQing Tian, Chuang Ma, Meng Cao, Jun Wan 0001, Zhen Lei 0001, Songcan Chen. tnn, 35(3):3464-3477, March 2024. [doi]

S2TD-Face: Reconstruct a Detailed 3D Face with Controllable Texture from a Single SketchZidu Wang, Xiangyu Zhu 0001, Jiang Yu, Tianshuo Zhang, Zhen Lei 0001. mm 2024: 6453-6462 [doi]

3D Face Reconstruction with the Geometric Guidance of Facial Part SegmentationZidu Wang, Xiangyu Zhu 0001, Tianshuo Zhang, Baiqin Wang, Zhen Lei 0001. cvpr 2024: 1672-1682 [doi]

Multi-Level Pixel-Wise Correspondence Learning for 6DoF Face Pose EstimationMiao Xu, Xiangyu Zhu 0001, Yueying Kao, Zhiwen Chen 0002, Jiangjing Lyu, Zhen Lei 0001. tmm, 26:9423-9435, 2024. [doi]

Towards Fast Face Image Quality Assessment via Latent Diffusion ModelZheyu Yan, Weisong Zhao, Xiangyu Zhu 0001, Li Gao, Xiaoyu Zhang 0002, Zhen Lei 0001. ccbr 2025: 264-274 [doi]

Spatiotemporal Fine-grained Video Description for Short VideosTe Yang, Jian Jia, Bo Wang, Yanhua Cheng, Yan Li 0043, Dongze Hao, Xipeng Cao, Quan Chen 0006, Han Li, Peng Jiang 0002, Xiangyu Zhu 0001, Zhen Lei 0001. mm 2024: 3945-3954 [doi]

Unified Physical-Digital Attack Detection ChallengeHaocheng Yuan, Ajian Liu, Junze Zheng, Jun Wan 0001, Jiankang deng, Sergio Escalera, Hugo Jair Escalante, Isabelle Guyon, Zhen Lei 0001. cvpr 2024: 919-929 [doi]

BLIP-Adapter: Bridging Vision-Language Models with Adapters for Generalizable Face Anti-spoofingBin Zhang, Xiangyu Zhu 0001, Li Gao, Xiaoyu Zhang 0002, Zhen Lei 0001. icb 2024: 1-11 [doi]

General Geometry-Aware Weakly Supervised 3D Object DetectionGuowen Zhang, Junsong Fan, Liyi Chen, Zhaoxiang Zhang 0001, Zhen Lei 0001, Lei Zhang 0006. eccv 2025: 290-309 [doi]

Generative Active Learning for Image Synthesis PersonalizationXulu Zhang, Wengyu Zhang, Xiaoyong Wei, Jinlin Wu, Zhaoxiang Zhang 0001, Zhen Lei 0001, Qing Li 0001. mm 2024: 10669-10677 [doi]

Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object DetectionGuowen Zhang, Lue Fan, Chenhang He, Zhen Lei 0001, Zhaoxiang Zhang 0001, Lei Zhang 0006. nips 2024: [doi]

CPL-CLIP: Compound Prompt Learning for Flexible-Modal Face Anti-SpoofingYing Zhang, Xiangyu Zhu 0001, Ajian Liu 0001, Xun Lin, Jun Wan 0001, Jing Zhang, Zhen Lei 0001. icb 2024: 1-10 [doi]

STODINE: Decompose video to Object-centric Spatial-Temporal Slots for physical reasoningHaoyuan Zhang, Xiangyu Zhu 0001, Qu Tang, Zhaoxiang Zhang 0001, Zhen Lei 0001. mmasia 2024: [doi]

Masked Face TransformerWeisong Zhao, Xiangyu Zhu, Kaiwen Guo, Haichao Shi, Xiaoyu Zhang 0002, Zhen Lei 0001. tifs, 19:265-279, 2024. [doi]

Cross-modal group-relation optimization for visible-infrared person re-identificationJianqing Zhu, Hanxiao Wu, Yutao Chen, Heng Xu, Yuqing Fu, Huanqiang Zeng, Liu Liu, Zhen Lei 0001. NN, 179:106576, 2024. [doi]

La-SoftMoE CLIP for Unified Physical-Digital Face Attack DetectionHang Zou, Chenxi Du, Hui Zhang, Yuan Zhang, Ajian Liu, Jun Wan 0001, Zhen Lei 0001. icb 2024: 1-11 [doi]

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