A Novel Customized Recompression Framework for Massive Internet Images. - Shouhong Ding; Feiyue Huang; Zhifeng Xie; Yongjian Wu 001; Lizhuang Ma (CVM, 2012)

A Customized Framework to Recompress Massive Internet Images. - Shouhong Ding; Feiyue Huang; Zhifeng Xie; Yongjian Wu 001; Bin Sheng 001; Lizhuang Ma (J. Comput. Sci. Technol., 2012)

Edge-preserving image smoothing with local constraints on gradient and intensity. - Pan Shao; Shouhong Ding; Lizhuang Ma (ICME, 2015)

Edge-preserving image decomposition via joint weighted least squares. - Pan Shao; Shouhong Ding; Lizhuang Ma; Yunsheng Wu; Yongjian Wu (Comput. Vis. Media, 2015)

Eigen-Aging Reference Coding for Cross-Age Face Verification and Retrieval. - Kaihua Tang; Sei-ichiro Kamata; Xiao-Nan Hou; Shouhong Ding; Lizhuang Ma (ACCV (3), 2016)

Face alignment by deep convolutional network with adaptive learning rate. - Zhiwen Shao; Shouhong Ding; Hengliang Zhu; Chengjie Wang; Lizhuang Ma (ICASSP, 2016)

Robust feature encoding for age-invariant face recognition. - Xiao-Nan Hou; Shouhong Ding; Lizhuang Ma (ICME, 2016)

Illumination invariant mesh coloring. - Weijian Cao; Shouhong Ding; Lizhuang Ma (VRCAI, 2016)

Learning deep representation from coarse to fine for face alignment. - Zhiwen Shao; Shouhong Ding; Yiru Zhao; Qinchuan Zhang; Lizhuang Ma (CoRR, 2016)

Similarity metric learning for face verification using sigmoid decision function. - Xiao-Nan Hou; Shouhong Ding; Lizhuang Ma; Chengjie Wang; Ji-Lin Li; Feiyue Huang (Vis. Comput., 2016)

Intrinsic Image Decomposition Using Multi-Scale Measurements and Sparsity. - Shouhong Ding; Bin Sheng 001; Xiao-Nan Hou; Zhifeng Xie; Lizhuang Ma (Comput. Graph. Forum, 2017)

Integrated tone and structure refinement for high-fidelity colour transfer. - Zhifeng Xie; Shouhong Ding; Bin Sheng 001; Lizhuang Ma (IET Image Process., 2017)

Intrinsic image estimation using near-L0 sparse optimization. - Shouhong Ding; Bin Sheng 001; Zhifeng Xie; Lizhuang Ma (Vis. Comput., 2017)

Object-Level Salience Detection by Progressively Enhanced Network. - Wang Yuan; Haichuan Song; Xin Tan 002; Chengwei Chen; Shouhong Ding; Lizhuang Ma (ICANN (3), 2019)

Learning the Spiral Sharing Network with Minimum Salient Region Regression for Saliency Detection. - Zukai Chen; Xin Tan 002; Hengliang Zhu; Shouhong Ding; Lizhuang Ma; Haichuan Song (ICASSP, 2019)

Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection. - Yao Liu; Ying Tai; Ji-Lin Li; Shouhong Ding; Chengjie Wang; Feiyue Huang; Dongyang Li; Wenshuai Qi; Rongrong Ji (CoRR, 2019)

FVNet: 3D Front-View Proposal Generation for Real-Time Object Detection from Point Clouds. - Jie Zhou 029; Xuequan Lu; Xin Tan 002; Zhiwei Shao; Shouhong Ding; Lizhuang Ma (CoRR, 2019)

Face Anti-Spoofing via Disentangled Representation Learning. - Ke-Yue Zhang; Taiping Yao; Jian Zhang 079; Ying Tai; Shouhong Ding; Jilin Li; Feiyue Huang; Haichuan Song; Lizhuang Ma (ECCV (19), 2020)

Face Manipulation Detection via Auxiliary Supervision. - Xinyao Wang; Taiping Yao; Shouhong Ding; Lizhuang Ma (ICONIP (1), 2020)

Anomaly Detection by Latent Regularized Dual Adversarial Networks. - Chengwei Chen; Pan Chen; Haichuan Song; Yiqing Tao; Yuan Xie 006; Shouhong Ding; Lizhuang Ma (CoRR, 2020)

Local Relation Learning for Face Forgery Detection. - Shen Chen; Taiping Yao; Yang Chen; Shouhong Ding; Jilin Li; Rongrong Ji (AAAI, 2021)

Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing. - Zhihong Chen; Taiping Yao; Kekai Sheng; Shouhong Ding; Ying Tai; Jilin Li; Feiyue Huang; Xinyu Jin (AAAI, 2021)

Highly Efficient Natural Image Matting. - Yijie Zhong 001; Bo Li 115; Lv Tang; Hao Tang 005; Shouhong Ding (BMVC, 2021)

Delving into Data: Effectively Substitute Training for Black-box Attack. - Wenxuan Wang 003; Bangjie Yin; Taiping Yao; Li Zhang 040; Yanwei Fu 001; Shouhong Ding; Jilin Li; Feiyue Huang; Xiangyang Xue 001 (CVPR, 2021)

Fast: Feature Aggregation for Detecting Salient Object in Real-Time. - Lv Tang; Bo Li 115; Yanliang Wu; Bo Xiao; Shouhong Ding (ICASSP, 2021)

Structure Destruction and Content Combination for Face Anti-Spoofing. - Ke-Yue Zhang; Taiping Yao; Jian Zhang 079; Shice Liu; Bangjie Yin; Shouhong Ding; Jilin Li (IJCB, 2021)

Disentangled High Quality Salient Object Detection. - Lv Tang; Bo Li 115; Yijie Zhong 001; Shouhong Ding; Mofei Song (ICCV, 2021)

A Dual-stream Framework for 3D Mask Face Presentation Attack Detection. - Shen Chen; Taiping Yao; Ke-Yue Zhang; Yang Chen; Ke Sun 016; Shouhong Ding; Jilin Li; Feiyue Huang; Rongrong Ji (ICCVW, 2021)

An End-to-end Efficient Framework for Remote Physiological Signal Sensing. - Chengyang Hu; Ke-Yue Zhang; Taiping Yao; Shouhong Ding; Jilin Li; Feiyue Huang; Lizhuang Ma (ICCVW, 2021)

Dual Reweighting Domain Generalization for Face Presentation Attack Detection. - Shubao Liu; Ke-Yue Zhang; Taiping Yao; Kekai Sheng; Shouhong Ding; Ying Tai; Jilin Li; Yuan Xie 006; Lizhuang Ma (IJCAI, 2021)

Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition. - Bangjie Yin; Wenxuan Wang 003; Taiping Yao; Junfeng Guo; Zelun Kong; Shouhong Ding; Jilin Li; Cong Liu 005 (IJCAI, 2021)

Spatiotemporal Inconsistency Learning for DeepFake Video Detection. - Zhihao Gu; Yang Chen; Taiping Yao; Shouhong Ding; Jilin Li; Feiyue Huang; Lizhuang Ma (ACM Multimedia, 2021)

Detecting Adversarial Patch Attacks through Global-local Consistency. - Bo Li 115; Jianghe Xu; Shuang Wu 001; Shouhong Ding; Jilin Li; Feiyue Huang (AdvM @ ACM Multimedia, 2021)

Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing. - Shubao Liu; Ke-Yue Zhang; Taiping Yao; Mingwei Bi; Shouhong Ding; Jilin Li; Feiyue Huang; Lizhuang Ma (ACM Multimedia, 2021)

Aurora Guard: Reliable Face Anti-Spoofing via Mobile Lighting System. - Jian Zhang 079; Ying Tai; Taiping Yao; Jia Meng 006; Shouhong Ding; Chengjie Wang; Jilin Li; Feiyue Huang; Rongrong Ji (CoRR, 2021)

DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results. - Liming Jiang 001; Zhengkui Guo; Wayne Wu; Zhaoyang Liu 001; Ziwei Liu 002; Chen Change Loy; Shuo Yang 003; Yuanjun Xiong; Wei Xia; Baoying Chen; Peiyu Zhuang; Sili Li; et al. (CoRR, 2021)

Securing Face Liveness Detection Using Unforgeable Lip Motion Patterns. - Man Zhou; Qian Wang 002; Qi Li 002; Peipei Jiang 002; Jingxiao Yang; Chao Shen 001; Cong Wang 001; Shouhong Ding (CoRR, 2021)

Disentangled High Quality Salient Object Detection. - Lv Tang; Bo Li 115; Shouhong Ding; Mofei Song (CoRR, 2021)

A Practical Data-Free Approach to One-shot Federated Learning with Heterogeneity. - Jie Zhang 081; Chen Chen 043; Bo Li 115; Lingjuan Lyu; Shuang Wu 001; Jianghe Xu; Shouhong Ding; Chao Wu 001 (CoRR, 2021)

Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning. - Qiqi Gu; Shen Chen; Taiping Yao; Yang Chen; Shouhong Ding; Ran Yi (AAAI, 2022)

Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection. - Zhihao Gu; Yang Chen; Taiping Yao; Shouhong Ding; Jilin Li; Lizhuang Ma (AAAI, 2022)

Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing. - Shice Liu; Shitao Lu; Hongyi Xu; Jing Yang; Shouhong Ding; Lizhuang Ma (AAAI, 2022)

Dual Contrastive Learning for General Face Forgery Detection. - Ke Sun 016; Taiping Yao; Shen Chen; Shouhong Ding; Jilin Li; Rongrong Ji (AAAI, 2022)

Towards Efficient Data Free Blackbox Adversarial Attack. - Jie Zhang 081; Bo Li 115; Jianghe Xu; Shuang Wu 001; Shouhong Ding; Lei Zhang 197; Chao Wu 001 (CVPR, 2022)

End-to-End Reconstruction-Classification Learning for Face Forgery Detection. - Junyi Cao; Chao Ma 004; Taiping Yao; Shen Chen; Shouhong Ding; Xiaokang Yang 001 (CVPR, 2022)

Towards Practical Certifiable Patch Defense with Vision Transformer. - Zhaoyu Chen 001; Bo Li 115; Jianghe Xu; Shuang Wu 001; Shouhong Ding; Wenqiang Zhang (CVPR, 2022)

Evaluation-oriented Knowledge Distillation for Deep Face Recognition. - Yuge Huang; Jiaxiang Wu 002; Xingkun Xu; Shouhong Ding (CVPR, 2022)

Exploring Frequency Adversarial Attacks for Face Forgery Detection. - Shuai Jia; Chao Ma 004; Taiping Yao; Bangjie Yin; Shouhong Ding; Xiaokang Yang 001 (CVPR, 2022)

ContrastMask: Contrastive Learning to Segment Every Thing. - Xuehui Wang; Kai Zhao; Ruixin Zhang; Shouhong Ding; Yan Wang 033; Wei Shen 002 (CVPR, 2022)

Detecting Camouflaged Object in Frequency Domain. - Yijie Zhong 001; Bo Li 115; Lv Tang; Senyun Kuang; Shuang Wu 001; Shouhong Ding (CVPR, 2022)

Shape Matters: Deformable Patch Attack. - Zhaoyu Chen 001; Bo Li 115; Shuang Wu 001; Jianghe Xu; Shouhong Ding; Wenqiang Zhang (ECCV (4), 2022)

Hierarchical Contrastive Inconsistency Learning for Deepfake Video Detection. - Zhihao Gu; Taiping Yao; Yang Chen; Shouhong Ding; Lizhuang Ma (ECCV (12), 2022)

Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain. - Jiazhen Ji; Huan Wang; Yuge Huang; Jiaxiang Wu 002; Xingkun Xu; Shouhong Ding; Shengchuan Zhang; Liujuan Cao; Rongrong Ji (ECCV (12), 2022)

Domain Adaptive Person Search. - Junjie Li; Yichao Yan; Guanshuo Wang; Fufu Yu; Qiong Jia 004; Shouhong Ding (ECCV (14), 2022)

Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection. - TianXue Ma; Mingwei Bi; Jian Zhang; Wang Yuan; Zhizhong Zhang 001; Yuan Xie 006; Shouhong Ding; Lizhuang Ma (ECCV (20), 2022)

An Information Theoretic Approach for Attention-Driven Face Forgery Detection. - Ke Sun 016; Hong Liu 009; Taiping Yao; Xiaoshuai Sun; Shen Chen; Shouhong Ding; Rongrong Ji (ECCV (14), 2022)

ECO-TR: Efficient Correspondences Finding via Coarse-to-Fine Refinement. - Dongli Tan; Jiang-Jiang Liu 001; Xingyu Chen; Chao Chen 026; Ruixin Zhang; Yunhang Shen; Shouhong Ding; Rongrong Ji (ECCV (10), 2022)

BézierPalm: A Free Lunch for Palmprint Recognition. - Kai Zhao; Lei Shen; Yingyi Zhang; Chuhan Zhou; Tao Wang; Ruixin Zhang; Shouhong Ding; Wei Jia 001; Wei Shen 002 (ECCV (13), 2022)

Entropy-Driven Sampling and Training Scheme for Conditional Diffusion Generation. - Guangcong Zheng; Shengming Li; Hui Wang 107; Taiping Yao; Yang Chen; Shouhong Ding; Xi Li 001 (ECCV (22), 2022)

Generative Domain Adaptation for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Ran Yi; Kekai Sheng; Shouhong Ding; Lizhuang Ma (ECCV (5), 2022)

Federated Learning with Label Distribution Skew via Logits Calibration. - Jie Zhang 081; Zhiqi Li 004; Bo Li 115; Jianghe Xu; Shuang Wu 001; Shouhong Ding; Chao Wu 001 (ICML, 2022)

Region-Aware Temporal Inconsistency Learning for DeepFake Video Detection. - Zhihao Gu; Taiping Yao; Yang Chen; Ran Yi; Shouhong Ding; Lizhuang Ma (IJCAI, 2022)

Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Ran Yi; Shouhong Ding; Lizhuang Ma (ACM Multimedia, 2022)

SoccerNet 2022 Challenges Results. - Silvio Giancola; Anthony Cioppa; Adrien Deliège; Floriane Magera; Vladimir Somers; Le Kang; Xin Zhou 024; Olivier Barnich; Christophe De Vleeschouwer; Alexandre Alahi; Bernard Ghanem; Marc Van Droogenbroeck; et al. (MMSports@MM, 2022)

DuetFace: Collaborative Privacy-Preserving Face Recognition via Channel Splitting in the Frequency Domain. - Yuxi Mi; Yuge Huang; Jiazhen Ji; Hongquan Liu; Xingkun Xu; Shouhong Ding; Shuigeng Zhou (ACM Multimedia, 2022)

Adma-GAN: Attribute-Driven Memory Augmented GANs for Text-to-Image Generation. - Xintian Wu; Hanbin Zhao; Liangli Zheng; Shouhong Ding; Xi Li 001 (ACM Multimedia, 2022)

DENSE: Data-Free One-Shot Federated Learning. - Jie Zhang 081; Chen Chen 043; Bo Li 115; Lingjuan Lyu; Shuang Wu 001; Shouhong Ding; Chunhua Shen; Chao Wu 001 (NeurIPS, 2022)

Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition. - Shuai Jia; Bangjie Yin; Taiping Yao; Shouhong Ding; Chunhua Shen; Xiaokang Yang 001; Chao Ma 004 (NeurIPS, 2022)

Geometric Synthesis: A Free lunch for Large-scale Palmprint Recognition Model Pretraining. - Kai Zhao; Lei Shen; Yingyi Zhang; Chuhan Zhou; Tao Wang; Ruixin Zhang; Shouhong Ding; Wei Jia 001; Wei Shen 002 (CoRR, 2022)

Towards Stable Co-saliency Detection and Object Co-segmentation. - Bo Li 115; Lv Tang; Senyun Kuang; Mofei Song; Shouhong Ding (CoRR, 2022)

Artificial Intelligence Security Competition (AISC). - Yinpeng Dong; Peng Chen; Senyou Deng; Lianji L; Yi Sun; Hanyu Zhao; Jiaxing Li; Yunteng Tan; Xinyu Liu; Yangyi Dong; Enhui Xu; Jincai Xu; et al. (CoRR, 2022)

Structure Destruction and Content Combination for Generalizable Anti-Spoofing. - Chengyang Hu; Junyi Cao; Ke-Yue Zhang; Taiping Yao; Shouhong Ding; Lizhuang Ma (IEEE Trans. Biom. Behav. Identity Sci., 2022)

Re-Thinking the Relations in Co-Saliency Detection. - Lv Tang; Bo Li 115; Senyun Kuang; Mofei Song; Shouhong Ding (IEEE Trans. Circuits Syst. Video Technol., 2022)

Toward Stable Co-Saliency Detection and Object Co-Segmentation. - Bo Li 115; Lv Tang; Senyun Kuang; Mofei Song; Shouhong Ding (IEEE Trans. Image Process., 2022)

Delving into the Adversarial Robustness of Federated Learning. - Jie Zhang 081; Bo Li 115; Chen Chen 043; Lingjuan Lyu; Shuang Wu 001; Shouhong Ding; Chao Wu 001 (AAAI, 2023)

Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions under Noisy Annotations. - Jiawen Zheng; Bo Li 115; Shengchuan Zhang; Shuang Wu 001; Liujuan Cao; Shouhong Ding (AAAI, 2023)

Instance-Aware Domain Generalization for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Xuequan Lu; Ran Yi; Shouhong Ding; Lizhuang Ma (CVPR, 2023)

Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition. - Zexin Li 001; Bangjie Yin; Taiping Yao; Junfeng Guo; Shouhong Ding; Simin Chen; Cong Liu 005 (CVPR, 2023)

Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition. - Hanyang Wang 001; Bo Li 115; Shuang Wu 001; Siyuan Shen; Feng Liu 039; Shouhong Ding; Aimin Zhou (CVPR, 2023)

Probabilistic Knowledge Distillation of Face Ensembles. - Jianqing Xu; Shen Li 004; Ailin Deng; Miao Xiong; Jiaying Wu; Jiaxiang Wu 002; Shouhong Ding; Bryan Hooi (CVPR, 2023)

DistilPose: Tokenized Pose Regression with Heatmap Distillation. - Suhang Ye; Yingyi Zhang; Jie Hu 018; Liujuan Cao; Shengchuan Zhang; Lei Shen; Jun Wang 006; Shouhong Ding; Rongrong Ji (CVPR, 2023)

Privacy-Preserving Face Recognition Using Random Frequency Components. - Yuxi Mi; Yuge Huang; Jiazhen Ji; Minyi Zhao; Jiaxiang Wu 001; Xingkun Xu; Shouhong Ding; Shuigeng Zhou (ICCV, 2023)

RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition. - Lei Shen; Jianlong Jin; Ruixin Zhang; Huaen Li; Kai Zhao; Yingyi Zhang; Jingyun Zhang; Shouhong Ding; Yang Zhao 002; Wei Jia 001 (ICCV, 2023)

Contrastive Pseudo Learning for Open-World DeepFake Attribution. - Zhimin Sun; Shen Chen; Taiping Yao; Bangjie Yin; Ran Yi; Shouhong Ding; Lizhuang Ma (ICCV, 2023)

Seeing in Flowing: Adapting CLIP for Action Recognition with Motion Prompts Learning. - Qiang Wang; Junlong Du; Ke Yan; Shouhong Ding (ACM Multimedia, 2023)

Content-based Unrestricted Adversarial Attack. - Zhaoyu Chen 001; Bo Li 115; Shuang Wu 001; Kaixun Jiang; Shouhong Ding; Wenqiang Zhang (NeurIPS, 2023)

CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement. - Qihe Huang; Lei Shen; Ruixin Zhang; Shouhong Ding; Binwu Wang; Zhengyang Zhou; Yang Wang 015 (NeurIPS, 2023)

Exploiting the Textual Potential from Vision-Language Pre-training for Text-based Person Search. - Guanshuo Wang; Fufu Yu; Junjie Li; Qiong Jia 004; Shouhong Ding (CoRR, 2023)

Re-thinking Data Availablity Attacks Against Deep Neural Networks. - Bin Fang; Bo Li 115; Shuang Wu 001; Ran Yi; Shouhong Ding; Lizhuang Ma (CoRR, 2023)

Towards Generalizable Data Protection With Transferable Unlearnable Examples. - Bin Fang; Bo Li 115; Shuang Wu 001; Tianyi Zheng; Shouhong Ding; Ran Yi; Lizhuang Ma (CoRR, 2023)

Towards General Visual-Linguistic Face Forgery Detection. - Ke Sun 016; Shen Chen; Taiping Yao; Xiaoshuai Sun; Shouhong Ding; Rongrong Ji (CoRR, 2023)

Privacy-Preserving Face Recognition Using Random Frequency Components. - Yuxi Mi; Yuge Huang; Jiazhen Ji; Minyi Zhao; Jiaxiang Wu 002; Xingkun Xu; Shouhong Ding; Shuigeng Zhou (CoRR, 2023)

Generalizable Person Search on Open-world User-Generated Video Content. - Junjie Li; Guanshuo Wang; Yichao Yan; Fufu Yu; Qiong Jia 004; Jie Qin; Shouhong Ding; Xiaokang Yang 001 (CoRR, 2023)

Exploring Decision-based Black-box Attacks on Face Forgery Detection. - Zhaoyu Chen 001; Bo Li 115; Kaixun Jiang; Shuang Wu 001; Shouhong Ding; Wenqiang Zhang (CoRR, 2023)

Combining Past, Present and Future: A Self-Supervised Approach for Class Incremental Learning. - Xiaoshuang Chen; Zhongyi Sun 002; Ke Yan; Shouhong Ding; Hongtao Lu 001 (CoRR, 2023)

Query-Efficient Decision-Based Black-Box Patch Attack. - Zhaoyu Chen 001; Bo Li 115; Shuang Wu 001; Shouhong Ding; Wenqiang Zhang (IEEE Trans. Inf. Forensics Secur., 2023)

SonarGuard: Ultrasonic Face Liveness Detection on Mobile Devices. - Dongheng Zhang; Jia Meng 006; Jian Zhang 079; Xinzhe Deng; Shouhong Ding; Man Zhou; Qian Wang 002; Qi Li 002; Yan Chen 007 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing. - Chengyang Hu; Ke-Yue Zhang; Taiping Yao; Shice Liu; Shouhong Ding; Xin Tan 002; Lizhuang Ma (AAAI, 2024)

HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting. - Qihe Huang; Lei Shen; Ruixin Zhang; Jiahuan Cheng; Shouhong Ding; Zhengyang Zhou; Yang Wang 015 (AAAI, 2024)

PCE-Palm: Palm Crease Energy Based Two-Stage Realistic Pseudo-Palmprint Generation. - Jianlong Jin; Lei Shen; Ruixin Zhang; Chenglong Zhao; Ge Jin; Jingyun Zhang; Shouhong Ding; Yang Zhao 002; Wei Jia 001 (AAAI, 2024)

MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning. - Yi Xin 003; Junlong Du; Qiang Wang; Ke Yan; Shouhong Ding (AAAI, 2024)

Test-Time Domain Generalization for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Xuequan Lu; Shouhong Ding; Lizhuang Ma (CVPR, 2024)

SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation. - Sichen Chen; Yingyi Zhang; Siming Huang; Ran Yi; Ke Fan; Ruixin Zhang; Peixian Chen; Jun Wang; Shouhong Ding; Lizhuang Ma (CVPR, 2024)

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. - Ivan DeAndres-Tame; Ruben Tolosana; Pietro Melzi; Rubén Vera-Rodríguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu 002; Aythami Morales; Julian Fiérrez; Javier Ortega-Garcia; Zhizhou Zhong; Yuge Huang; et al. (CVPR Workshops, 2024)

Re-Thinking Data Availability Attacks Against Deep Neural Networks. - Bin Fang; Bo Li 115; Shuang Wu 001; Shouhong Ding; Ran Yi; Lizhuang Ma (CVPR, 2024)

Anchor-based Robust Finetuning of Vision-Language Models. - Jinwei Han; Zhiwen Lin; Zhongyisun Sun; Yingguo Gao; Ke Yan; Shouhong Ding; Yuan Gao 015; Gui-Song Xia (CVPR, 2024)

Rethinking Generalizable Face Anti-Spoofing via Hierarchical Prototype-Guided Distribution Refinement in Hyperbolic Space. - Chengyang Hu; Ke-Yue Zhang; Taiping Yao; Shouhong Ding; Lizhuang Ma (CVPR, 2024)

LaRE2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection. - Yunpeng Luo; Junlong Du; Ke Yan; Shouhong Ding (CVPR, 2024)

Privacy-Preserving Face Recognition Using Trainable Feature Subtraction. - Yuxi Mi; Zhizhou Zhong; Yuge Huang; Jiazhen Ji; Jianqing Xu; Jun Wang; Shaoming Wang; Shouhong Ding; Shuigeng Zhou (CVPR, 2024)

Enhancing Tampered Text Detection Through Frequency Feature Fusion and Decomposition. - Zhongxi Chen; Shen Chen; Taiping Yao; Ke Sun 016; Shouhong Ding; Xianming Lin; Liujuan Cao; Rongrong Ji (ECCV (33), 2024)

TF-FAS: Twofold-Element Fine-Grained Semantic Guidance for Generalizable Face Anti-spoofing. - Xudong Wang; Ke-Yue Zhang; Taiping Yao; Qianyu Zhou 001; Shouhong Ding; Pingyang Dai; Rongrong Ji (ECCV (7), 2024)

Model Tailor: Mitigating Catastrophic Forgetting in Multi-modal Large Language Models. - Didi Zhu; Zhongyi Sun 002; Zexi Li 001; Tao Shen 002; Ke Yan; Shouhong Ding; Chao Wu 001; Kun Kuang (ICML, 2024)

Bilateral Adaptive Cross-Modal Fusion Prompt Learning for CLIP. - Qiang Wang; Ke Yan; Shouhong Ding (ACM Multimedia, 2024)

AlignCLIP: Align Multi Domains of Texts Input for CLIP models with Object-IoU Loss. - Lu Zhang 060; Ke Yan; Shouhong Ding (ACM Multimedia, 2024)

DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion. - Ke Sun 016; Shen Chen; Taiping Yao; Hong Liu 009; Xiaoshuai Sun; Shouhong Ding; Rongrong Ji (NeurIPS, 2024)

ID3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition. - Jianqing Xu; Shen Li 004; Jiaying Wu; Miao Xiong; Ailin Deng; Jiazhen Ji; Yuge Huang; Guodong Mu; Wenjie Feng 001; Shouhong Ding; Bryan Hooi (NeurIPS, 2024)

DF40: Toward Next-Generation Deepfake Detection. - Zhiyuan Yan; Taiping Yao; Shen Chen; Yandan Zhao; Xinghe Fu; Junwei Zhu; Donghao Luo 001; Chengjie Wang; Shouhong Ding; Yunsheng Wu; Li Yuan (NeurIPS, 2024)

SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models. - Linglan Zhao; Xuerui Zhang; Ke Yan; Shouhong Ding; Weiran Huang 001 (NeurIPS, 2024)

LaRE^2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection. - Yunpeng Luo; Junlong Du; Ke Yan; Shouhong Ding (CoRR, 2024)

Anchor-based Robust Finetuning of Vision-Language Models. - Jinwei Han; Zhiwen Lin; Zhongyi Sun 002; Yingguo Gao; Ke Yan; Shouhong Ding; Yuan Gao 015; Gui-Song Xia (CoRR, 2024)

Rethinking Clothes Changing Person ReID: Conflicts, Synthesis, and Optimization. - Junjie Li; Guanshuo Wang; Fufu Yu; Yichao Yan; Qiong Jia 004; Shouhong Ding; Xingdong Sheng; Yunhui Liu 006; Xiaokang Yang 001 (CoRR, 2024)

Dual Relation Mining Network for Zero-Shot Learning. - Jinwei Han; Yingguo Gao; Zhiwen Lin; Ke Yan; Shouhong Ding; Yuan Gao 015; Gui-Song Xia (CoRR, 2024)

Rank-based No-reference Quality Assessment for Face Swapping. - Xinghui Zhou; Wenbo Zhou; Tianyi Wei; Shen Chen; Taiping Yao; Shouhong Ding; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning. - Zhiyuan Yan; Yandan Zhao; Shen Chen; Xinghe Fu; Taiping Yao; Shouhong Ding; Li Yuan (CoRR, 2024)

ID3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition. - Shen Li 004; Jianqing Xu; Jiaying Wu; Miao Xiong; Ailin Deng; Jiazhen Ji; Yuge Huang; Wenjie Feng 001; Shouhong Ding; Bryan Hooi (CoRR, 2024)

LLaCA: Multimodal Large Language Continual Assistant. - Jingyang Qiao; Zhizhong Zhang 001; Xin Tan 002; Yanyun Qu; Shouhong Ding; Yuan Xie 006 (CoRR, 2024)

TAS: Distilling Arbitrary Teacher and Student via a Hybrid Assistant. - Guopeng Li 004; Qiang Wang; Ke Yan; Shouhong Ding; Yuan Gao 015; Gui-Song Xia (CoRR, 2024)

Decoupled Data Augmentation for Improving Image Classification. - Ruoxin Chen; Zhe Wang; Ke-Yue Zhang; Shuang Wu 001; Jiamu Sun; Shouli Wang; Taiping Yao; Shouhong Ding (CoRR, 2024)

A Quality-Centric Framework for Generic Deepfake Detection. - Wentang Song; Zhiyuan Yan; Yuzhen Lin; Taiping Yao; Changsheng Chen; Shen Chen; Yandan Zhao; Shouhong Ding; Bin Li (CoRR, 2024)

Effort: Efficient Orthogonal Modeling for Generalizable AI-Generated Image Detection. - Zhiyuan Yan 002; Jiangming Wang; Zhendong Wang; Peng Jin; Ke-Yue Zhang; Shen Chen; Taiping Yao; Shouhong Ding; Baoyuan Wu; Li Yuan (CoRR, 2024)

MFAE: Masked Frequency Autoencoders for Domain Generalization Face Anti-Spoofing. - Tianyi Zheng; Bo Li 115; Shuang Wu 001; Ben Wan; Guodong Mu; Shice Liu; Shouhong Ding; Jia Wang 004 (IEEE Trans. Inf. Forensics Secur., 2024)

Towards Unified Defense for Face Forgery and Spoofing Attacks via Dual Space Reconstruction Learning. - Junyi Cao; Ke-Yue Zhang; Taiping Yao; Shouhong Ding; Xiaokang Yang 001; Chao Ma 004 (Int. J. Comput. Vis., 2024)

Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning. - Weijian Ma; Ruoxin Chen; Ke-Yue Zhang; Shuang Wu 001; Shouhong Ding (AAAI, 2025)

PVTree: Realistic and Controllable Palm Vein Generation for Recognition Tasks. - Sheng Shang; Chenglong Zhao; Ruixin Zhang; Jianlong Jin; Jingyun Zhang; Rizen Guo; Shouhong Ding; Yunsheng Wu; Yang Zhao 002; Wei Jia 001 (AAAI, 2025)

SlerpFace: Face Template Protection via Spherical Linear Interpolation. - Zhizhou Zhong; Yuxi Mi; Yuge Huang; Jianqing Xu; Guodong Mu; Shouhong Ding; Jingyun Zhang; Rizen Guo; Yunsheng Wu; Shuigeng Zhou (AAAI, 2025)

Diff-Palm: Realistic Palmprint Generation with Polynomial Creases and Intra-Class Variation Controllable Diffusion Models. - Jianlong Jin; Chenglong Zhao; Ruixin Zhang; Sheng Shang; Jianqing Xu; Jingyun Zhang; Shaoming Wang; Yang Zhao 002; Shouhong Ding; Wei Jia 001; Yunsheng Wu (CVPR, 2025)

Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion. - Yuxi Mi; Zhizhou Zhong; Yuge Huang; Qiuyang Yuan; Xuan Zhao; Jianqing Xu; Shouhong Ding; Shaoming Wang; Rizen Guo; Shuigeng Zhou (CVPR, 2025)

Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception. - Yuanchen Wu; Lu Zhang; Hang Yao; Junlong Du; Ke Yan; Shouhong Ding; Yunsheng Wu; Xiaoqiang Li (CVPR, 2025)

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning. - Zhiyuan Yan; Yandan Zhao; Shen Chen; Mingyi Guo; Xinghe Fu; Taiping Yao; Shouhong Ding; Yunsheng Wu; Li Yuan (CVPR, 2025)

ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models. - Heng Yin; Yuqiang Ren; Ke Yan; Shouhong Ding; Yongtao Hao (CVPR, 2025)

UIFace: Unleashing Inherent Model Capabilities to Enhance Intra-Class Diversity in Synthetic Face Recognition. - Xiao Lin; Yuge Huang; Jianqing Xu; Yuxi Mi; Shuigeng Zhou; Shouhong Ding (ICLR, 2025)

ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts. - Yuanchen Wu; Junlong Du; Ke Yan; Shouhong Ding; Xiaoqiang Li (ICLR, 2025)

Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic data. - Ivan DeAndres-Tame; Ruben Tolosana; Pietro Melzi; Rubén Vera-Rodríguez; Minchul Kim; Christian Rathgeb; Xiaoming Liu 002; Luis Felipe Gomez-Gomez; Aythami Morales; Julian Fierrez; Javier Ortega-Garcia; Zhizhou Zhong; et al. (Inf. Fusion, 2025)

Rethinking Open-World DeepFake Attribution with Multi-perspective Sensory Learning. - Zhimin Sun; Shen Chen; Taiping Yao; Ran Yi; Shouhong Ding; Lizhuang Ma (Int. J. Comput. Vis., 2025)

Continual Face Forgery Detection via Historical Distribution Preserving. - Ke Sun 016; Shen Chen; Taiping Yao; Xiaoshuai Sun; Shouhong Ding; Rongrong Ji (Int. J. Comput. Vis., 2025)

Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection. - Ziyin Zhou; Ke Sun 016; Zhongxi Chen; Xianming Lin; Yunpeng Luo; Ke Yan; Shouhong Ding; Xiaoshuai Sun (CoRR, 2025)

All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning. - Zheng Yang; Ruoxin Chen; Zhiyuan Yan; Ke-Yue Zhang; Xinghe Fu; Shuang Wu; Xiujun Shu; Taiping Yao; Junchi Yan; Shouhong Ding; Xi Li (CoRR, 2025)

Correction: Continual Face Forgery Detection via Historical Distribution Preserving. - Ke Sun 016; Shen Chen; Taiping Yao; Xiaoshuai Sun; Shouhong Ding; Rongrong Ji (Int. J. Comput. Vis., 2025)

Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable. - Ruoxin Chen; Junwei Xi; Zhiyuan Yan; Ke-Yue Zhang; Shuang Wu 001; Jingyi Xie; Xu Chen; Lei Xu; Isabel Guan; Taiping Yao; Shouhong Ding (CoRR, 2025)

Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes. - Kaiqing Lin; Zhiyuan Yan; Ke-Yue Zhang; Li Hao; Yue Zhou; Yuzhen Lin; Weixiang Li; Taiping Yao; Shouhong Ding; Bin Li 011 (CoRR, 2025)

GPS: Generalizable Person Search on Large-Scale User-Generated Video Content. - Junjie Li; Guanshuo Wang; Yichao Yan; Fufu Yu; Qiong Jia 004; Jie Qin; Shouhong Ding; Xiaokang Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models. - Ziyin Zhou; Yunpeng Luo; Yuanchen Wu; Ke Sun 016; Jiayi Ji; Ke Yan; Shouhong Ding; Xiaoshuai Sun; Yunsheng Wu; Rongrong Ji (CoRR, 2025)

From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning. - Sen Wang; Shao Zeng; Tianjun Gu; Zhizhong Zhang 001; Ruixin Zhang; Shouhong Ding; Jingyun Zhang; Jun Wang; Xin Tan 002; Yuan Xie 006; Lizhuang Ma (CoRR, 2025)

EyeSeg: An Uncertainty-Aware Eye Segmentation Framework for AR/VR. - Zhengyuan Peng; Jianqing Xu; Shen Li 004; Jiazhen Ji; Yuge Huang; Jingyun Zhang; Jinmin Li; Shouhong Ding; Rizen Guo; Xin Tan 002; Lizhuang Ma (CoRR, 2025)

MS-DETR: Towards Effective Video Moment Retrieval and Highlight Detection by Joint Motion-Semantic Learning. - Hongxu Ma; Guanshuo Wang; Fufu Yu; Qiong Jia 004; Shouhong Ding (CoRR, 2025)