Ding, Shouhong

88 publications

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

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 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 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, Shouhong Ding, Wei Jia, Yunsheng Wu

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

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

ICCV 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, Ruixin Zhang, Shouhong Ding, Jingyun Zhang, Jun Wang, Xin Tan, Yuan Xie, Lizhuang Ma

ICCV 2025 Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation Guopeng Li, Qiang Wang, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia

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

NeurIPS 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

AAAI 2025 Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-Contrastive Fine-Tuning Weijian Ma, Ruoxin Chen, Ke-Yue Zhang, Shuang Wu, Shouhong Ding

ICML 2025 Large Continual Instruction Assistant Jingyang Qiao, Zhizhong Zhang, Xin Tan, Yanyun Qu, Shouhong Ding, Yuan Xie

ICML 2025 Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection Zhiyuan Yan, Jiangming Wang, Peng Jin, Ke-Yue Zhang, Chengchun Liu, Shen Chen, Taiping Yao, Shouhong Ding, Baoyuan Wu, Li Yuan

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, Wei Jia

ICML 2025 PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals Xinghe Fu, Zhiyuan Yan, Zheng Yang, Taiping Yao, Yandan Zhao, Shouhong Ding, Xi Li

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

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

ICCV 2025 Stylized-Face: A Million-Level Stylized Face Dataset for Face Recognition Zhengyuan Peng, Jianqing Xu, Yuge Huang, Jinkun Hao, Shouhong Ding, Zhizhong Zhang, Xin Tan, Lizhuang Ma

NeurIPS 2025 Switchable Token-Specific Codebook Quantization for Face Image Compression Yongbo Wang, Haonan Wang, Guodong Mu, Ruixin Zhang, Chen Jiaqi, Jingyun Zhang, Jun Wang, Yuan Xie, Zhizhong Zhang, 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

ICML 2025 Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration Yuanchen Wu, Ke Yan, Shouhong Ding, Ziyin Zhou, Xiaoqiang Li

ICLR 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

ICCV 2025 Unified Adversarial Augmentation for Improving Palmprint Recognition Jianlong Jin, Chenglong Zhao, Ruixin Zhang, Sheng Shang, Yang Zhao, Jun Wang, Jingyun Zhang, Shouhong Ding, Wei Jia, Yunsheng Wu

NeurIPS 2024 $\text{ID}^3$: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition Jianqing Xu, Shen Li, Jiaying Wu, Miao Xiong, Ailin Deng, Jiazhen Ji, Yuge Huang, Guodong Mu, Wenjie Feng, Shouhong Ding, Bryan Hooi

CVPR 2024 Anchor-Based Robust Finetuning of Vision-Language Models Jinwei Han, Zhiwen Lin, Zhongyisun Sun, Yingguo Gao, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia

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

NeurIPS 2024 DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion Ke Sun, Shen Chen, Taiping Yao, Hong Liu, Xiaoshuai Sun, Shouhong Ding, Rongrong Ji

AAAI 2024 Domain-Hallucinated Updating for Multi-Domain Face Anti-Spoofing Chengyang Hu, Ke-Yue Zhang, Taiping Yao, Shice Liu, Shouhong Ding, Xin Tan, Lizhuang Ma

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

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

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

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

ICML 2024 Model Tailor: Mitigating Catastrophic Forgetting in Multi-Modal Large Language Models Didi Zhu, Zhongyisun Sun, Zexi Li, Tao Shen, Ke Yan, Shouhong Ding, Chao Wu, Kun Kuang

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, Wei Jia

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 Re-Thinking Data Availability Attacks Against Deep Neural Networks Bin Fang, Bo Li, Shuang Wu, Shouhong Ding, Ran Yi, Lizhuang Ma

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

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

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

CVPRW 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, 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, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti

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

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

AAAI 2023 Attack Can Benefit: An Adversarial Approach to Recognizing Facial Expressions Under Noisy Annotations Jiawen Zheng, Bo Li, Shengchuan Zhang, Shuang Wu, Liujuan Cao, Shouhong Ding

NeurIPS 2023 Content-Based Unrestricted Adversarial Attack Zhaoyu Chen, Bo Li, Shuang Wu, Kaixun Jiang, Shouhong Ding, Wenqiang Zhang

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

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

AAAI 2023 Delving into the Adversarial Robustness of Federated Learning Jie Zhang, Bo Li, Chen Chen, Lingjuan Lyu, Shuang Wu, Shouhong Ding, Chao Wu

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

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

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

CVPR 2023 Probabilistic Knowledge Distillation of Face Ensembles Jianqing Xu, Shen Li, Ailin Deng, Miao Xiong, Jiaying Wu, Jiaxiang Wu, Shouhong Ding, Bryan Hooi

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, Wei Jia

CVPR 2023 Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition Hanyang Wang, Bo Li, Shuang Wu, Siyuan Shen, Feng Liu, Shouhong Ding, Aimin Zhou

CVPR 2023 Sibling-Attack: Rethinking Transferable Adversarial Attacks Against Face Recognition Zexin Li, Bangjie Yin, Taiping Yao, Junfeng Guo, Shouhong Ding, Simin Chen, Cong Liu

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

ECCV 2022 An Information Theoretic Approach for Attention-Driven Face Forgery Detection Ke Sun, Hong Liu, Taiping Yao, Xiaoshuai Sun, Shen Chen, Shouhong Ding, Rongrong Ji

ECCV 2022 BézierPalm: A Free Lunch for Palmprint Recognition Kai Zhao, Lei Shen, Yingyi Zhang, Chuhan Zhou, Tao Wang, Ruixin Zhang, Shouhong Ding, Wei Jia, Wei Shen

CVPR 2022 ContrastMask: Contrastive Learning to Segment Every Thing Xuehui Wang, Kai Zhao, Ruixin Zhang, Shouhong Ding, Yan Wang, Wei Shen

NeurIPS 2022 DENSE: Data-Free One-Shot Federated Learning Jie Zhang, Chen Chen, Bo Li, Lingjuan Lyu, Shuang Wu, Shouhong Ding, Chunhua Shen, Chao Wu

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

CVPR 2022 Detecting Camouflaged Object in Frequency Domain Yijie Zhong, Bo Li, Lv Tang, Senyun Kuang, Shuang Wu, Shouhong Ding

ECCV 2022 Domain Adaptive Person Search Junjie Li, Yichao Yan, Guanshuo Wang, Fufu Yu, Qiong Jia, Shouhong Ding

AAAI 2022 Dual Contrastive Learning for General Face Forgery Detection Ke Sun, Taiping Yao, Shen Chen, Shouhong Ding, Jilin Li, Rongrong Ji

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

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

ECCV 2022 Entropy-Driven Sampling and Training Scheme for Conditional Diffusion Generation Guangcong Zheng, Shengming Li, Hui Wang, Taiping Yao, Yang Chen, Shouhong Ding, Xi Li

CVPR 2022 Evaluation-Oriented Knowledge Distillation for Deep Face Recognition Yuge Huang, Jiaxiang Wu, Xingkun Xu, Shouhong Ding

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

CVPR 2022 Exploring Frequency Adversarial Attacks for Face Forgery Detection Shuai Jia, Chao Ma, Taiping Yao, Bangjie Yin, Shouhong Ding, Xiaokang Yang

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

ICML 2022 Federated Learning with Label Distribution Skew via Logits Calibration Jie Zhang, Zhiqi Li, Bo Li, Jianghe Xu, Shuang Wu, Shouhong Ding, Chao Wu

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

ECCV 2022 Hierarchical Contrastive Inconsistency Learning for Deepfake Video Detection Zhihao Gu, Taiping Yao, Yang Chen, Shouhong Ding, Lizhuang Ma

ECCV 2022 Mutually Reinforcing Structure with Proposal Contrastive Consistency for Few-Shot Object Detection Tianxue Ma, Mingwei Bi, Jian Zhang, Wang Yuan, Zhizhong Zhang, Yuan Xie, Shouhong Ding, Lizhuang Ma

ECCV 2022 Privacy-Preserving Face Recognition with Learnable Privacy Budgets in Frequency Domain Jiazhen Ji, Huan Wang, Yuge Huang, Jiaxiang Wu, Xingkun Xu, Shouhong Ding, ShengChuan Zhang, Liujuan Cao, Rongrong Ji

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

ECCV 2022 Shape Matters: Deformable Patch Attack Zhaoyu Chen, Bo Li, Shuang Wu, Jianghe Xu, Shouhong Ding, Wenqiang Zhang

CVPR 2022 Towards Efficient Data Free Black-Box Adversarial Attack Jie Zhang, Bo Li, Jianghe Xu, Shuang Wu, Shouhong Ding, Lei Zhang, Chao Wu

CVPR 2022 Towards Practical Certifiable Patch Defense with Vision Transformer Zhaoyu Chen, Bo Li, Jianghe Xu, Shuang Wu, Shouhong Ding, Wenqiang Zhang

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

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

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

CVPR 2021 Delving into Data: Effectively Substitute Training for Black-Box Attack Wenxuan Wang, Bangjie Yin, Taiping Yao, Li Zhang, Yanwei Fu, Shouhong Ding, Jilin Li, Feiyue Huang, Xiangyang Xue

ICCV 2021 Disentangled High Quality Salient Object Detection Lv Tang, Bo Li, Yijie Zhong, Shouhong Ding, Mofei Song

IJCAI 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, Lizhuang Ma

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 Local Relation Learning for Face Forgery Detection Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding, Jilin Li, Rongrong Ji

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