Camera identification for very low bit rate time varying quantization noise videos. - Zitong Yu; Lianshi Lin; Bingo Wing-Kuen Ling; Charlotte Yuk-Fan Ho; Chunmei Qing; Hailiang Xu; Weihang Dai; Yuming Liang; Jiameng Chen; Qingyun Dai (CSNDSP, 2014)

The Role of Structure and Textural Information in Image Utility and Quality Assessment Tasks. - Suiyi Ling; Patrick Le Callet; Zitong Yu (J. Percept. Imaging, 2018)

Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks. - Zitong Yu; Xiaobai Li; Guoying Zhao 001 (BMVC, 2019)

Face Liveness Detection by rPPG Features and Contextual Patch-Based CNN. - Bofan Lin; Xiaobai Li; Zitong Yu; Guoying Zhao 001 (ICBEA, 2019)

Remote Heart Rate Measurement From Highly Compressed Facial Videos: An End-to-End Deep Learning Solution With Video Enhancement. - Zitong Yu; Wei Peng 009; Xiaobai Li; Xiaopeng Hong; Guoying Zhao 001 (ICCV, 2019)

Pedestrian re-Identification Based on Tree Branch Network with Local and Global Learning. - Hui Li; Meng Yang 001; Zhihui Lai 001; Weishi Zheng 001; Zitong Yu (ICME, 2019)

Recovering remote Photoplethysmograph Signal from Facial videos Using Spatio-Temporal Convolutional Networks. - Zitong Yu; Xiaobai Li; Guoying Zhao 001 (CoRR, 2019)

Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing. - Yunxiao Qin; Chenxu Zhao; Xiangyu Zhu 001; Zezheng Wang; Zitong Yu; Tianyu Fu 001; Feng Zhou; Jingping Shi; Zhen Lei 001 (AAAI, 2020)

The 1st Challenge on Remote Physiological Signal Sensing (RePSS). - Xiaobai Li; Hu Han 001; Hao Lu 009; Xuesong Niu; Zitong Yu; Antitza Dantcheva; Guoying Zhao 001; Shiguang Shan (CVPR Workshops, 2020)

Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing. - Zezheng Wang; Zitong Yu; Chenxu Zhao; Xiangyu Zhu 001; Yunxiao Qin; Qiusheng Zhou; Feng Zhou; Zhen Lei 001 (CVPR, 2020)

Multi-Modal Face Anti-Spoofing Based on Central Difference Networks. - Zitong Yu; Yunxiao Qin; Xiaobai Li; Zezheng Wang; Chenxu Zhao; Zhen Lei 001; Guoying Zhao 001 (CVPR Workshops, 2020)

Searching Central Difference Convolutional Networks for Face Anti-Spoofing. - Zitong Yu; Chenxu Zhao; Zezheng Wang; Yunxiao Qin; Zhuo Su 002; Xiaobai Li; Feng Zhou; Guoying Zhao 001 (CVPR, 2020)

Video-Based Remote Physiological Measurement via Cross-Verified Feature Disentangling. - Xuesong Niu; Zitong Yu; Hu Han 001; Xiaobai Li; Shiguang Shan; Guoying Zhao 001 (ECCV (2), 2020)

Face Anti-Spoofing with Human Material Perception. - Zitong Yu; Xiaobai Li; Xuesong Niu; Jingang Shi; Guoying Zhao 001 (ECCV (7), 2020)

Revisiting motion-based respiration measurement from videos. - Qi Zhan; Jingjing Hu; Zitong Yu; Xiaobai Li; Wenjin Wang (EMBC, 2020)

Auto-Fas: Searching Lightweight Networks for Face Anti-Spoofing. - Zitong Yu; Yunxiao Qin; Xiaqing Xu; Chenxu Zhao; Zezheng Wang; Zhen Lei 001; Guoying Zhao 001 (ICASSP, 2020)

Understanding Query Interfaces: Automatic Extraction of Data from Domain-specific Deep Web based on Ontology. - Dong Li; Huan Zhang; Zitong Yu (ICEIS (1), 2020)

2nd Place Scheme on Action Recognition Track of ECCV 2020 VIPriors Challenges: An Efficient Optical Flow Stream Guided Framework. - Haoyu Chen 001; Zitong Yu; Xin Liu 012; Wei Peng 009; Yoon Lee; Guoying Zhao 001 (CoRR, 2020)

AutoHR: A Strong End-to-End Baseline for Remote Heart Rate Measurement With Neural Searching. - Zitong Yu; Xiaobai Li; Xuesong Niu; Jingang Shi; Guoying Zhao 001 (IEEE Signal Process. Lett., 2020)

Atrial Fibrillation Detection From Face Videos by Fusing Subtle Variations. - Jingang Shi; Iman Alikhani; Xiaobai Li; Zitong Yu; Tapio Seppänen; Guoying Zhao 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

iMiGUE: An Identity-Free Video Dataset for Micro-Gesture Understanding and Emotion Analysis. - Xin Liu 012; Henglin Shi; Haoyu Chen 001; Zitong Yu; Xiaobai Li; Guoying Zhao 001 (CVPR, 2021)

Pixel Difference Networks for Efficient Edge Detection. - Zhuo Su 002; Wenzhe Liu; Zitong Yu; Dewen Hu; Qing Liao 001; Qi Tian 001; Matti Pietikäinen; Li Liu 002 (ICCV, 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)

Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction. - Ruijing Yang; Ziyu Guan; Zitong Yu; Xiaoyi Feng; Jinye Peng; Guoying Zhao 001 (IJCAI, 2021)

Dual-Cross Central Difference Network for Face Anti-Spoofing. - Zitong Yu; Yunxiao Qin; Hengshuang Zhao; Xiaobai Li; Guoying Zhao 001 (IJCAI, 2021)

Fluorescence Enhancement Utilizing Dielectric Microbeads with Semi-open Microwells. - Pengcheng Zhang; Bing Yan; Guoqiang Gu; Zitong Yu; Xi Chen; Zengbo Wang; Hui Yang (NEMS, 2021)

Consistency Regularization for Deep Face Anti-Spoofing. - Zezheng Wang; Zitong Yu; Xun Wang; Yunxiao Qin; Jiahong Li; Chenxu Zhao; Zhen Lei 001; Xin Liu 012; Size Li; Zhongyuan Wang 006 (CoRR, 2021)

Review of Face Presentation Attack Detection Competitions. - Zitong Yu; Jukka Komulainen; Xiaobai Li; Guoying Zhao 001 (CoRR, 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)

TransRPPG: Remote Photoplethysmography Transformer for 3D Mask Face Presentation Attack Detection. - Zitong Yu; Xiaobai Li; Pichao Wang; Guoying Zhao 001 (IEEE Signal Process. Lett., 2021)

Facial-Video-Based Physiological Signal Measurement: Recent advances and affective applications. - Zitong Yu; Xiaobai Li; Guoying Zhao 001 (IEEE Signal Process. Mag., 2021)

Revisiting Pixel-Wise Supervision for Face Anti-Spoofing. - Zitong Yu; Xiaobai Li; Jingang Shi; Zhaoqiang Xia; Guoying Zhao 001 (IEEE Trans. Biom. Behav. Identity Sci., 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)

Geometry-Contrastive Transformer for Generalized 3D Pose Transfer. - Haoyu Chen 001; Hao Tang 005; Zitong Yu; Nicu Sebe; Guoying Zhao 001 (AAAI, 2022)

Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing. - Zhuo Wang; Zezheng Wang; Zitong Yu; Weihong Deng; Jiahong Li; Tingting Gao; Zhongyuan Wang 006 (CVPR, 2022)

PhysFormer: Facial Video-based Physiological Measurement with Temporal Difference Transformer. - Zitong Yu; Yuming Shen; Jingang Shi; Hengshuang Zhao; Philip H. S. Torr; Guoying Zhao 001 (CVPR, 2022)

Benchmarking 3D Face De-Identification with Preserving Facial Attributes. - Kevin H. M. Cheng; Zitong Yu; Haoyu Chen 001; Guoying Zhao 001 (ICIP, 2022)

Vitranspad: Video Transformer Using Convolution And Self-Attention For Face Presentation Attack Detection. - Zuheng Ming; Zitong Yu; Musab Al-Ghadi; Muriel Visani; Muhammad Muzzamil Luqman; Jean-Christophe Burie (ICIP, 2022)

IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution. - Jingang Shi; Yusi Wang; Songlin Dong; Xiaopeng Hong; Zitong Yu; Fei Wang 037; Changxin Wang; Yihong Gong (IJCAI, 2022)

Ideal-Observer Computation with Anthropomorphic Phantoms using Markov Chain Monte Carlo. - Md. Ashequr Rahman; Zitong Yu; Abhinav K. Jha (ISBI, 2022)

Investigating the limited performance of a deep-learning-based SPECT denoising approach: an observer-study-based characterization. - Zitong Yu; Md. Ashequr Rahman; Abhinav K. Jha (Image Perception, Observer Performance, and Technology Assessment, 2022)

Detection of Molecules Based on Enhanced Backscattering Effect in Microsphere Lens. - Pengcheng Zhang; Guoqiang Gu; Zitong Yu; Xi Chen; Xiaoqin Huo; Lin Zeng; Yuye Wang; Yi Zhang; Hui Yang (NEMS, 2022)

Flexible-Modal Face Anti-Spoofing: A Benchmark. - Zitong Yu; Chenxu Zhao; Kevin H. M. Cheng; Xu Cheng 003; Guoying Zhao 001 (CoRR, 2022)

Rethinking Few-Shot Class-Incremental Learning with Open-Set Hypothesis in Hyperbolic Geometry. - Yawen Cui; Zitong Yu; Wei Peng 009; Li Liu 002 (CoRR, 2022)

Forensicability Assessment of Questioned Images in Recapturing Detection. - Changsheng Chen; Lin Zhao 017; Rizhao Cai; Zitong Yu; Jiwu Huang; Alex C. Kot (CoRR, 2022)

Boosting Binary Neural Networks via Dynamic Thresholds Learning. - Jiehua Zhang; Xueyang Zhang; Zhuo Su 002; Zitong Yu; Yanghe Feng; Xin Lu 002; Matti Pietikäinen; Li Liu 002 (CoRR, 2022)

Face Presentation Attack Detection. - Zitong Yu; Chenxu Zhao; Zhen Lei 001 (CoRR, 2022)

Deep mutual attention network for acoustic scene classification. - Wei Xie; Qianhua He; Zitong Yu; Yanxiong Li (Digit. Signal Process., 2022)

Meta-Teacher For Face Anti-Spoofing. - Yunxiao Qin; Zitong Yu; Longbin Yan; Zezheng Wang; Chenxu Zhao; Zhen Lei 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Adversarial learning and decomposition-based domain generalization for face anti-spoofing. - Mingxin Liu; Jiong Mu; Zitong Yu; Kun Ruan; Baiyi Shu; Jie Yang (Pattern Recognit. Lett., 2022)

Self-supervised 2D face presentation attack detection via temporal sequence sampling. - Usman Muhammad; Zitong Yu; Jukka Komulainen (Pattern Recognit. Lett., 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)

Spatio-Temporal Pain Estimation Network With Measuring Pseudo Heart Rate Gain. - Dong Huang 003; Xiaoyi Feng; Haixi Zhang; Zitong Yu; Jinye Peng; Guoying Zhao 001; Zhaoqiang Xia (IEEE Trans. Multim., 2022)

Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos. - Jianwei Li; Zitong Yu; Jingang Shi (AAAI, 2023)

Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization. - Yingxin Lai; Zhiming Luo; Zitong Yu (CCBR, 2023)

Neuron Structure Modeling for Generalizable Remote Physiological Measurement. - Hao Lu 009; Zitong Yu; Xuesong Niu; Yingcong Chen (CVPR, 2023)

Flexible-Modal Face Anti-Spoofing: A Benchmark. - Zitong Yu; Ajian Liu 001; Chenxu Zhao; Kevin H. M. Cheng; Xu Cheng 003; Guoying Zhao 001 (CVPR Workshops, 2023)

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less. - Rizhao Cai; Yawen Cui; Zhi Li; Zitong Yu; Haoliang Li; Yongjian Hu; Alex C. Kot (ICCV, 2023)

Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning. - Xiaobao Guo; Nithish Muthuchamy Selvaraj; Zitong Yu; Adams Wai-Kin Kong; Bingquan Shen; Alex C. Kot (ICCV, 2023)

A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT. - Md. Ashequr Rahman; Zitong Yu; Barry A. Siegel; Abhinav K. Jha (Image Perception, Observer Performance, and Technology Assessment, 2023)

Flexible-modal Deception Detection with Audio-Visual Adapter. - Zhaoxu Li; Zitong Yu; Nithish Muthuchamy Selvaraj; Xiaobao Guo; Bingquan Shen; Adams Wai-Kin Kong; Alex C. Kot (CoRR, 2023)

Generalized Few-Shot Continual Learning with Contrastive Mixture of Adapters. - Yawen Cui; Zitong Yu; Rizhao Cai; Xun Wang; Alex C. Kot; Li Liu 002 (CoRR, 2023)

Need for Objective Task-based Evaluation of Deep Learning-Based Denoising Methods: A Study in the Context of Myocardial Perfusion SPECT. - Zitong Yu; Md. Ashequr Rahman; Richard Laforest; Thomas H. Schindler; Robert J. Gropler; Richard L. Wahl; Barry A. Siegel; Abhinav K. Jha (CoRR, 2023)

Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less. - Rizhao Cai; Yawen Cui; Zhi Li 001; Zitong Yu; Haoliang Li; Yongjian Hu; Alex C. Kot (CoRR, 2023)

rPPG-MAE: Self-supervised Pre-training with Masked Autoencoders for Remote Physiological Measurement. - Xin Liu 012; Yuting Zhang 008; Zitong Yu; Hao Lu 009; Huanjing Yue; Jingyu Yang 002 (CoRR, 2023)

DEMIST: A deep-learning-based task-specific denoising approach for myocardial perfusion SPECT. - Md. Ashequr Rahman; Zitong Yu; Richard Laforest; Craig K. Abbey; Barry A. Siegel; Abhinav K. Jha (CoRR, 2023)

Hyperbolic Face Anti-Spoofing. - Shuangpeng Han; Rizhao Cai; Yawen Cui; Zitong Yu; Yongjian Hu; Alex C. Kot (CoRR, 2023)

Biomedical Image Splicing Detection using Uncertainty-Guided Refinement. - Xun Lin; Wenzhong Tang; Shuai Wang 049; Zitong Yu; Yizhong Liu; Haoran Wang; Ying Fu; Alex C. Kot (CoRR, 2023)

FFR-SSD: feature fusion and reconstruction single shot detector for multi-scale object detection. - Xu Cheng 003; Zhixiang Wang; Chen Song; Zitong Yu (Signal Image Video Process., 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)

Consistency Regularization for Deep Face Anti-Spoofing. - Zezheng Wang; Zitong Yu; Xun Wang; Yunxiao Qin; Jiahong Li; Chenxu Zhao; Xin Liu 012; Zhen Lei 001 (IEEE Trans. Inf. Forensics Secur., 2023)

Deep Learning for Face Anti-Spoofing: A Survey. - Zitong Yu; Yunxiao Qin; Xiaobai Li; Chenxu Zhao; Zhen Lei 001; Guoying Zhao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

PhysFormer++: Facial Video-Based Physiological Measurement with SlowFast Temporal Difference Transformer. - Zitong Yu; Yuming Shen; Jingang Shi; Hengshuang Zhao; Yawen Cui; Jiehua Zhang; Philip H. S. Torr; Guoying Zhao 001 (Int. J. Comput. Vis., 2023)

Robust facial expression recognition with Transformer Block Enhancement Module. - Yuanlun Xie; Wenhong Tian; Zitong Yu (Eng. Appl. Artif. Intell., 2023)

Difflare: Removing Image Lens Flare with Latent Diffusion Models. - Tianwen Zhou; Qihao Duan; Zitong Yu (BMVC, 2024)

PhysMamba: Efficient Remote Physiological Measurement with SlowFast Temporal Difference Mamba. - Chaoqi Luo; Yiping Xie; Zitong Yu (CCBR (2), 2024)

GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing. - Hao Lu 009; Xuesong Niu; Jiyao Wang; Yin Wang 004; Qingyong Hu; Jiaqi Tang 005; Yuting Zhang 008; Kaishen Yuan; Bin Huang; Zitong Yu; Dengbo He; Shuiguang Deng; et al. (CVPR Workshops, 2024)

Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing. - Xun Lin; Shuai Wang 049; Rizhao Cai; Yizhong Liu; Ying Fu; Wenzhong Tang; Zitong Yu; Alex C. Kot (CVPR, 2024)

Generalized Face Anti-Spoofing via Finer Domain Partition and Disentangling Liveness-Irrelevant Factors. - Jingyi Yang; Zitong Yu; Xiuming Ni; Jia He; Hui Li (ECAI, 2024)

DiffFAS: Face Anti-spoofing via Generative Diffusion Models. - Xinxu Ge; Xin Liu 012; Zitong Yu; Jingang Shi; Chun Qi; Jie Li; Heikki Kälviäinen (ECCV (54), 2024)

MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise. - Qingzheng Huang; Xilin He; Xiaole Xian; Qinliang Lin; Weicheng Xie 001; Siyang Song; Linlin Shen; Zitong Yu (ECCV (71), 2024)

CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios. - Qilang Ye; Zitong Yu; Rui Shao; Xinyu Xie; Philip Torr 001; Xiaochun Cao (ECCV (10), 2024)

AUFormer: Vision Transformers Are Parameter-Efficient Facial Action Unit Detectors. - Kaishen Yuan; Zitong Yu; Xin Liu 012; Weicheng Xie 001; Huanjing Yue; Jingyu Yang 002 (ECCV (50), 2024)

Flexible-Modal Deception Detection with Audio-Visual Adapter. - Zhaoxu Li; Zitong Yu; Xun Lin; Nithish Muthuchamy Selvaraj; Xiaobao Guo; Bingquan Shen; Adams Wai-Kin Kong; Alex C. Kot (IJCB, 2024)

Adversarial Robustness in RGB-Skeleton Action Recognition: Leveraging Attention Modality Reweighter. - Chao Liu; Xin Liu 012; Zitong Yu; Yonghong Hou; Huanjing Yue; Jingyu Yang 002 (IJCB, 2024)

DDAP: Dual-Domain Anti-Personalization against Text-to-Image Diffusion Models. - Jing Yang; Runping Xi; Yingxin Lai; Xun Lin; Zitong Yu (IJCB, 2024)

MCA-Net: A Lightweight Multi-order Context Aggregation Network for Low Dose CT Denoising. - Jianfang Li; Li Wang; ShengXiang Wang; Zitong Yu; Yakang Li; Fazhi Qi (ICIC (LNAI 6), 2024)

Multi-Modal Document Presentation Attack Detection with Forensics Trace Disentanglement. - Changsheng Chen; Yongyi Deng; Liangwei Lin; Zitong Yu; Zhimao Lai (ICME, 2024)

HideMIA: Hidden Wavelet Mining for Privacy-Enhancing Medical Image Analysis. - Xun Lin; Yi Yu 011; Zitong Yu; Ruohan Meng; Jiale Zhou 001; Ajian Liu 001; Yizhong Liu; Shuai Wang 049; Wenzhong Tang; Zhen Lei 001; Alex C. Kot (ACM Multimedia, 2024)

Facial Physiological and Emotional Analysis. - Zitong Yu (MRAC@MM, 2024)

scMMAE: masked cross-attention network for single-cell multimodal omics fusion to enhance unimodal omics. - Dian Meng; Yu Feng; Kaishen Yuan; Zitong Yu; Qin Cao; Lixin Cheng; Xubin Zheng (Briefings Bioinform., 2024)

GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning. - Yaning Zhang; Zitong Yu; Xiaobin Huang; Linlin Shen; Jianfeng Ren (CoRR, 2024)

Answering Diverse Questions via Text Attached with Key Audio-Visual Clues. - Qilang Ye; Zitong Yu; Xin Liu (CoRR, 2024)

Safeguarding Medical Image Segmentation Datasets against Unauthorized Training via Contour- and Texture-Aware Perturbations. - Xun Lin; Yi Yu 011; Song Xia; Jue Jiang; Haoran Wang; Zitong Yu; Yizhong Liu; Ying Fu; Shuai Wang 049; Wenzhong Tang; Alex C. Kot (CoRR, 2024)

FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba. - Xinyu Xie; Yawen Cui; Chio-In Ieong; Tao Tan; Xiaozhi Zhang; Xubin Zheng; Zitong Yu (CoRR, 2024)

CourseGPT-zh: an Educational Large Language Model Based on Knowledge Distillation Incorporating Prompt Optimization. - Zheyan Qu; Lu Yin; Zitong Yu; Wenbo Wang 007; Xing Zhang 001 (CoRR, 2024)

Benchmarking Cross-Domain Audio-Visual Deception Detection. - Xiaobao Guo; Zitong Yu; Nithish Muthuchamy Selvaraj; Bingquan Shen; Adams Wai-Kin Kong; Alex C. Kot (CoRR, 2024)

Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding. - Rong Gao; Xin Liu 012; Bohao Xing; Zitong Yu; Björn W. Schuller; Heikki Kälviäinen (CoRR, 2024)

GM-DF: Generalized Multi-Scenario Deepfake Detection. - Yingxin Lai; Zitong Yu; Jing Yang; Bin Li; Xiangui Kang; Linlin Shen (CoRR, 2024)

Difflare: Removing Image Lens Flare with Latent Diffusion Model. - Tianwen Zhou; Qihao Duan; Zitong Yu (CoRR, 2024)

G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing. - Jingyi Yang; Zitong Yu; Xiuming Ni; Jia He; Hui Li (CoRR, 2024)

DAAD: Dynamic Analysis and Adaptive Discriminator for Fake News Detection. - Xinqi Su; Yawen Cui; Ajian Liu 001; Xun Lin; Yuhao Wang; Haochen Liang; Wenhui Li; Zitong Yu (CoRR, 2024)

EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning. - Bohao Xing; Zitong Yu; Xin Liu 012; Kaishen Yuan; Qilang Ye; Weicheng Xie 001; Huanjing Yue; Jing-Yu Yang 002; Heikki Kälviäinen (CoRR, 2024)

TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model. - Yuhao Wang; Chao Hao; Yawen Cui; Xinqi Su; Weicheng Xie 001; Tao Tan 002; Zitong Yu (CoRR, 2024)

SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency. - Yiping Xie; Zitong Yu; Bingjie Wu; Weicheng Xie 001; Linlin Shen (CoRR, 2024)

scFusionTTT: Single-cell transcriptomics and proteomics fusion with Test-Time Training layers. - Dian Meng; Bohao Xing; Xinlei Huang; Yanran Liu; Yijun Zhou; Yongjun xiao; Zitong Yu; Xubin Zheng (CoRR, 2024)

BIG-MoE: Bypass Isolated Gating MoE for Generalized Multimodal Face Anti-Spoofing. - Yingjie Ma; Zitong Yu; Xun Lin; Weicheng Xie 001; Linlin Shen (CoRR, 2024)

Face anti-spoofing with cross-stage relation enhancement and spoof material perception. - Daiyuan Li; Guo Chen; Xixian Wu; Zitong Yu; Mingkui Tan (Neural Networks, 2024)

Exposing image splicing traces in scientific publications via uncertainty-guided refinement. - Xun Lin; Wenzhong Tang; Haoran Wang; Yizhong Liu; Yakun Ju; Shuai Wang 049; Zitong Yu (Patterns, 2024)

Discovering attention-guided cross-modality correlation for visible-infrared person re-identification. - Hao Yu; Xu Cheng 003; Kevin Ho Man Cheng; Wei Peng 009; Zitong Yu; Guoying Zhao 001 (Pattern Recognit., 2024)

Pose-Promote: Progressive Visual Perception for Activities of Daily Living. - Qilang Ye; Zitong Yu (IEEE Signal Process. Lett., 2024)

Fine-Grained Temporal-Enhanced Transformer for Dynamic Facial Expression Recognition. - Yaning Zhang; Jiahe Zhang; Linlin Shen; Zitong Yu; Zan Gao (IEEE Signal Process. Lett., 2024)

Benchmarking Joint Face Spoofing and Forgery Detection With Visual and Physiological Cues. - Zitong Yu; Rizhao Cai; Zhi Li 054; Wenhan Yang; Jingang Shi; Alex C. Kot (IEEE Trans. Dependable Secur. Comput., 2024)

S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing With Statistical Tokens. - Rizhao Cai; Zitong Yu; Chenqi Kong; Haoliang Li; Changsheng Chen; Yongjian Hu; Alex C. Kot (IEEE Trans. Inf. Forensics Secur., 2024)

Category-Conditional Gradient Alignment for Domain Adaptive Face Anti-Spoofing. - Yan He; Fei Peng 001; Rizhao Cai; Zitong Yu; Min Long; Kwok-Yan Lam (IEEE Trans. Inf. Forensics Secur., 2024)

GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning. - Yaning Zhang; Zitong Yu; Tianyi Wang 006; Xiaobin Huang; Linlin Shen; Zan Gao; Jianfeng Ren (IEEE Trans. Inf. Forensics Secur., 2024)

Rethinking Few-Shot Class-Incremental Learning With Open-Set Hypothesis in Hyperbolic Geometry. - Yawen Cui; Zitong Yu; Wei Peng 009; Qi Tian 001; Li Liu 002 (IEEE Trans. Multim., 2024)

rPPG-MAE: Self-Supervised Pretraining With Masked Autoencoders for Remote Physiological Measurements. - Xin Liu 012; Yuting Zhang 008; Zitong Yu; Hao Lu 009; Huanjing Yue; Jingyu Yang 002 (IEEE Trans. Multim., 2024)

Exploiting Multi-Scale Parallel Self-Attention and Local Variation via Dual-Branch Transformer-CNN Structure for Face Super-Resolution. - Jingang Shi; Yusi Wang; Zitong Yu; Guanxin Li; Xiaopeng Hong; Fei Wang 037; Yihong Gong (IEEE Trans. Multim., 2024)

FusionMamba: dynamic feature enhancement for multimodal image fusion with Mamba. - Xinyu Xie; Yawen Cui; Tao Tan; Xubin Zheng; Zitong Yu (Vis. Intell., 2024)

3sG: Three-stage guidance for indoor human action recognition. - Hai Nan; Qilang Ye; Zitong Yu; Kang An (IET Image Process., 2024)

CG-FAS: Cross-label Generative Augmentation for Face Anti-Spoofing. - Xing Liu; Anyang Su; Minghui Wu; Zitong Yu; Kangle Wu; Da An; Jie Hao; Mengzhen Xu; Chenxu Zhao; Zhen Lei 001 (Int. J. Comput. Vis., 2024)

Rethinking Vision Transformer and Masked Autoencoder in Multimodal Face Anti-Spoofing. - Zitong Yu; Rizhao Cai; Yawen Cui; Xin Liu; Yongjian Hu; Alex C. Kot (Int. J. Comput. Vis., 2024)

From Recognition to Prediction: Leveraging Sequence Reasoning for Action Anticipation. - Xin Liu 012; Chao Hao; Zitong Yu; Huanjing Yue; Jingyu Yang 002 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization. - Yawen Cui; Li Liu; Zitong Yu; Guanjie Huang; Xiaopeng Hong (AAAI, 2025)

MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models. - Xilin He; Haijian Liang; Boyi Peng; Weicheng Xie 001; Muhammad Haris Khan; Siyang Song; Zitong Yu (AAAI, 2025)

CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing. - Xiaole Xian; Xilin He; Zenghao Niu; Junliang Zhang; Weicheng Xie 001; Siyang Song; Zitong Yu; Linlin Shen (AAAI, 2025)

FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding. - Rong Gao; Xin Liu 012; Zhuozhao Hu; Bohao Xing; Baiqiang Xia; Zitong Yu; Heikki Kälviäinen (CVPR, 2025)

MoEdit: On Learning Quantity Perception for Multi-object Image Editing. - Yanfeng Li; Ka-Hou Chan; Yue Sun; Chan-Tong Lam; Tong Tong 001; Zitong Yu; Keren Fu; Xiaohong Liu 001; Tao Tan 002 (CVPR, 2025)

EPE-P: Evidence-based Parameter-efficient Prompting for Multimodal Learning with Missing Modalities. - Zhe Chen; Xun Lin; Yawen Cui; Zitong Yu (ICASSP, 2025)

PGD-Imp: Rethinking and Unleashing Potential of Classic PGD with Dual Strategies for Imperceptible Adversarial Attacks. - Jin Li; Zitong Yu; Ziqiang He; Z. Jane Wang 001; Xiangui Kang (ICASSP, 2025)

Big-Moe: Bypassing Isolated Gating For Generalized Multimodal Face Anti-Spoofing. - Yingjie Ma; Zitong Yu; Xun Lin; Weicheng Xie 001; Linlin Shen (ICASSP, 2025)

Kronecker Mask and Interpretive Prompts are Language-Action Video Learners. - Jingyi Yang; Zitong Yu; Xiuming Ni; Jia He; Hui Li (ICLR, 2025)

A new component depolymerization method for selective assembly optimization of complex products with parallel structures. - Sheng Liu; Haidong Yu; Zitong Yu (Comput. Ind. Eng., 2025)

SymGraphAU: Prior knowledge based symbolic graph for action unit recognition. - Wei-Cheng Xie 001; Fan Yang; Junliang Zhang; Siyang Song; Linlin Shen; Zitong Yu; Cheng Luo (Pattern Recognit., 2025)

Distilled transformers with locally enhanced global representations for face forgery detection. - Yaning Zhang; Qiufu Li; Zitong Yu; Linlin Shen (Pattern Recognit., 2025)

Multi-Scale Promoted Self-Adjusting Correlation Learning for Facial Action Unit Detection. - Xin Liu 012; Kaishen Yuan; Xuesong Niu; Jingang Shi; Zitong Yu; Huanjing Yue; Jingyu Yang 002 (IEEE Trans. Affect. Comput., 2025)

Visual Prompt Flexible-Modal Face Anti-Spoofing. - Zitong Yu; Rizhao Cai; Yawen Cui; Ajian Liu 001; Changsheng Chen (IEEE Trans. Dependable Secur. Comput., 2025)

Improved Multi-Task Radar Sensing via Attention-Based Feature Distillation and Contrastive Learning. - Fei Luo 003; Anna Li; Jiguang He; Zitong Yu; Kaishun Wu; Bin Jiang 003; Lu Wang 002 (IEEE Trans. Inf. Forensics Secur., 2025)

G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing. - Jingyi Yang; Zitong Yu; Jia He; Xiuming Ni; Liepiao Zhang; Hui Li 089; Xiaochun Cao (IEEE Trans. Inf. Forensics Secur., 2025)

MFCLIP: Multi-Modal Fine-Grained CLIP for Generalizable Diffusion Face Forgery Detection. - Yaning Zhang; Tianyi Wang 006; Zitong Yu; Zan Gao; Linlin Shen; Shengyong Chen (IEEE Trans. Inf. Forensics Secur., 2025)

Semi-rPPG: Semi-Supervised Remote Physiological Measurement With Curriculum Pseudo-Labeling. - Bingjie Wu; Zitong Yu; Yiping Xie; Wei Liu 129; Chaoqi Luo; Yong Liu 026; Rick Siow Mong Goh (IEEE Trans. Instrum. Meas., 2025)

A Simple Yet Effective Network Based on Vision Transformer for Camouflaged Object and Salient Object Detection. - Chao Hao; Zitong Yu; Xin Liu 012; Jun Xu 019; Huanjing Yue; Jing-Yu Yang 002 (IEEE Trans. Image Process., 2025)

MDANet: Modality-Aware Domain Alignment Network for Visible-Infrared Person Re-Identification. - Xu Cheng 003; Hao Yu; Kevin Ho Man Cheng; Zitong Yu; Guoying Zhao 001 (IEEE Trans. Multim., 2025)

CMoA: Contrastive Mixture of Adapters for Generalized Few-Shot Continual Learning. - Yawen Cui; Jian Zhao 006; Zitong Yu; Rizhao Cai; Xun Wang; Lei Jin 003; Alex C. Kot; Li Liu 002; Xuelong Li 001 (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-Path Imbalanced Feature Compensation Network for Visible-Infrared Person Re-Identification. - Xu Cheng 003; Zichun Wang; Yan Jiang; Xingyu Liu; Hao Yu; Jingang Shi; Zitong Yu (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Semi-rPPG: Semi-Supervised Remote Physiological Measurement with Curriculum Pseudo-Labeling. - Bingjie Wu; Zitong Yu; Yiping Xie; Wei Liu 010; Chaoqi Luo; Yong Liu 026; Rick Siow Mong Goh (CoRR, 2025)

CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement. - Zheng Wu; Yiping Xie; Bo Zhao; Jiguang He; Fei Luo 003; Ning Deng 010; Zitong Yu (CoRR, 2025)

DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing. - Jingyi Yang; Xun Lin; Zitong Yu; Liepiao Zhang; Xin Liu 012; Hui Li 089; Xiaochen Yuan; Xiaochun Cao (CoRR, 2025)

BeamLLM: Vision-Empowered mmWave Beam Prediction with Large Language Models. - Can Zheng; Jiguang He; Guofa Cai; Zitong Yu; Chung G. Kang 001 (CoRR, 2025)

TC-GS: Tri-plane based compression for 3D Gaussian Splatting. - Taorui Wang; Zitong Yu; Yong Xu (CoRR, 2025)

AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival Prediction. - Shuaiyu Zhang; Xun Lin; Rongxiang Zhang; Yu Bai; Yong Xu; Tao Tan; Xunbin Zheng; Zitong Yu (CoRR, 2025)

AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection. - Bohao Xing; Kaishen Yuan; Zitong Yu; Xin Liu 012; Heikki Kälviäinen (CoRR, 2025)

DTIA: Disruptive Text-Image Alignment for Countering Text-to-Image Diffusion Model Personalization. - Ya Gao; Jing Yang; Minghui Wu; Chenxu Zhao; Anyang Su; Jie Song 011; Zitong Yu (Data Sci. Eng., 2025)

CTLESS: A Scatter-Window Projection and Deep Learning-Based Transmission-Less Attenuation Compensation Method for Myocardial Perfusion SPECT. - Zitong Yu; Md. Ashequr Rahman; Craig K. Abbey; Richard Laforest; Nancy A. Obuchowski; Barry A. Siegel; Abhinav K. Jha (IEEE Trans. Medical Imaging, 2025)

A detection-task-specific deep-learning method to improve the quality of sparse-view myocardial perfusion SPECT images. - Zezhang Yang; Zitong Yu; Nuri Choi; Abhinav K. Jha (CoRR, 2025)

Towards Data-Centric Face Anti-spoofing: Improving Cross-Domain Generalization via Physics-Based Data Synthesis. - Rizhao Cai; Cecelia Soh; Zitong Yu; Haoliang Li; Wenhan Yang; Alex C. Kot (Int. J. Comput. Vis., 2025)

Mitigating Group-Level Fairness Disparities in Federated Visual Language Models. - Chaomeng Chen; Zitong Yu; Junhao Dong 001; Sen Su; LinLin Shen; Shutao Xia; Xiaochun Cao (CoRR, 2025)

PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing. - Yiping Xie; Bo Zhao; Mingtong Dai; Jian-Ping Zhou; Yue Sun; Tao Tan 002; Weicheng Xie 001; Linlin Shen; Zitong Yu (CoRR, 2025)

Multimodal Fake News Detection: MFND Dataset and Shallow-Deep Multitask Learning. - Ye Zhu; Yunan Wang; Zitong Yu (CoRR, 2025)

FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models. - Hongyang Wang; Yichen Shi; Zhuofu Tao; Yuhao Gao; Liepiao Zhang; Xun Lin; Jun Feng; Xiaochen Yuan; Zitong Yu; Xiaochun Cao (CoRR, 2025)

Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing. - Yingjie Ma; Xun Lin; Zitong Yu; Xin Liu 012; Xiaochen Yuan; Weicheng Xie 001; Linlin Shen (CoRR, 2025)

FEALLM: Advancing Facial Emotion Analysis in Multimodal Large Language Models with Emotional Synergy and Reasoning. - Zhuozhao Hu; Kaishen Yuan; Xin Liu; Zitong Yu; Yuan Zong; Jingang Shi; Huanjing Yue; Jingyu Yang (CoRR, 2025)

M2BeamLLM: Multimodal Sensing-empowered mmWave Beam Prediction with Large Language Models. - Can Zheng; Jiguang He; Chung Gu Kang 001; Guofa Cai; Zitong Yu; Mérouane Debbah (CoRR, 2025)

MedIQA: A Scalable Foundation Model for Prompt-Driven Medical Image Quality Assessment. - Siyi Xun; Yue Sun; Jingkun Chen; Zitong Yu; Tong Tong 001; Xiaohong Liu 001; Mingxiang Wu; Tao Tan 002 (CoRR, 2025)

AU-LLM: Micro-Expression Action Unit Detection via Enhanced LLM-Based Feature Fusion. - Zhishu Liu; Kaishen Yuan; Bo Zhao; Yong Xu; Zitong Yu (CoRR, 2025)

UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries. - Yijie Zhu; Lingsen Zhang; Zitong Yu; Rui Shao 001; Tao Tan; Liqiang Nie (CoRR, 2025)

SVC 2025: the First Multimodal Deception Detection Challenge. - Xun Lin; Xiaobao Guo; Taorui Wang; Yingjie Ma; Jiajian Huang; Jiayu Zhang; Junzhe Cao; Zitong Yu (CoRR, 2025)

Distribution-Specific Learning for Joint Salient and Camouflaged Object Detection. - Chao Hao; Zitong Yu; Xin Liu; Yuhao Wang; Weicheng Xie; Jingang Shi; Huanjing Yue; Jingyu Yang (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)