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2020 – today
- 2026
[j256]Fang Long, Wenkang Su
, Zixuan Li, Lei Cai, Mingjie Li, Yuan-Gen Wang, Xiaochun Cao:
SemiDDM-weather: A semi-supervised learning framework for all-in-one adverse weather removal. Neural Networks 195: 108241 (2026)- [j255]Zitai Wang, Qianqian Xu, Zhiyong Yang, Zhikang Xu, Linchao Zhang, Xiaochun Cao, Qingming Huang:
A Unified Perspective for Loss-Oriented Imbalanced Learning via Localization. IEEE Trans. Pattern Anal. Mach. Intell. 48(1): 639-656 (2026) - [j254]Shilong Bao, Qianqian Xu, Feiran Li, Boyu Han, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Toward Size-Invariant Salient Object Detection: A Generic Evaluation. IEEE Trans. Pattern Anal. Mach. Intell. 48(2): 1115-1132 (2026) - [j253]Zuomin Qu, Wei Lu, Xiangyang Luo, Qian Wang, Xiaochun Cao:
ID-Guard: A Universal Framework for Combating Facial Manipulation via Breaking Identification. IEEE Trans. Pattern Anal. Mach. Intell. 48(2): 1720-1735 (2026) - [j252]Jie Wen, Yicheng Liu, Chao Huang, Chengliang Liu, Yong Xu, Xiaochun Cao:
Causal Interventional Prompt Tuning for Few-Shot Out-of-Distribution Generalization. IEEE Trans. Pattern Anal. Mach. Intell. 48(2): 1978-1991 (2026) - [j251]Li Shen, Anke Tang, Enneng Yang, Guibing Guo, Yong Luo, Lefei Zhang, Xiaochun Cao, Bo Du, Dacheng Tao:
Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. IEEE Trans. Pattern Anal. Mach. Intell. 48(3): 2329-2341 (2026) - [j250]Yangbangyan Jiang, Qianqian Xu, Huiyang Shao, Zhiyong Yang, Shilong Bao, Xiaochun Cao, Qingming Huang:
Closing the Approximation Gap of Partial AUC Optimization: A Tale of Two Formulations. IEEE Trans. Pattern Anal. Mach. Intell. 48(3): 3482-3498 (2026) - [j249]Hao Li, Wei Wang, Cong Wang, Mengzhu Wang, Xiang Zhang, Long Lan, Xinwang Liu, Kenli Li, Xiaochun Cao:
Phrase Grounding-Based Style Transfer for Single-Domain Generalized Object Detection. IEEE Trans. Circuits Syst. Video Technol. 36(1): 106-118 (2026) - [j248]Peijia Zheng, Yuru Song, Xianhao Tian, Wei Lu, Xiaochun Cao, Jiwu Huang:
Secure Moving Object Detection in Compressed Video Using Attentions. IEEE Trans. Dependable Secur. Comput. 23(1): 1260-1274 (2026) - [j247]Yunxin Li, Zhenyu Liu, Baotian Hu, Wei Wang, Yuxin Ding, Xiaochun Cao, Min Zhang:
Vision Enhancing LLMs: Empowering Multimodal Knowledge Storage and Sharing in LLMs. IEEE Trans. Image Process. 35: 858-871 (2026) - [j246]Xinran Qin, Yuning Cui, Shangquan Sun, Ruoyu Chen, Wenqi Ren, Alois Knoll, Xiaochun Cao:
Disentangle to Fuse: Toward Content Preservation and Cross-Modality Consistency for Multi-Modality Image Fusion. IEEE Trans. Image Process. 35: 1756-1770 (2026) - [j245]Chao Huang, Jingxuan Zhang, Ye Zhang, Hao Wu, Peibei Cao, Zhihua Wang, Yang Yu, Xiaochun Cao:
Latent Fingerprint Quality Assessment for Criminal Investigations: A Benchmark Dataset and Method. IEEE Trans. Image Process. 35: 2262-2275 (2026) - [j244]Zhihua Wang, Yu Long, Qiuping Jiang, Chao Huang, Xiaochun Cao:
Harnessing Multi-Modal Large Language Models for Measuring and Interpreting Color Differences. IEEE Trans. Image Process. 35: 2292-2304 (2026) - [j243]Yifan Shi, Yingqi Liu, Yan Sun, Zihao Lin, Xueqian Wang, Li Shen, Xiaochun Cao, Dacheng Tao:
Decentralized Partial Model Personalization With Guaranteed Nonconvex Convergence. IEEE Trans. Netw. 34: 3782-3791 (2026) - [c253]Xinwei Liu, Xiaojun Jia, Yuan Xun, Simeng Qin, Xiaochun Cao:
GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations. AAAI 2026: 35653-35661 - [i202]Chao Huang, Benfeng Wang, Wei Wang, Jie Wen, Li Shen, Wenqi Ren, Yong Xu, Xiaochun Cao:
Advancing Adaptive Multi-Stage Video Anomaly Reasoning: A Benchmark Dataset and Method. CoRR abs/2601.10165 (2026) - [i201]Haobo Wang, Weiqi Luo, Xiaojun Jia, Xiaochun Cao:
SGHA-Attack: Semantic-Guided Hierarchical Alignment for Transferable Targeted Attacks on Vision-Language Models. CoRR abs/2602.01574 (2026) - [i200]Yingsha Xie, Tiansheng Huang, Enneng Yang, Rui Min, Wenjie Lu, Xiaochun Cao, Naiqiang Tan, Li Shen:
Mitigating Safety Tax via Distribution-Grounded Refinement in Large Reasoning Models. CoRR abs/2602.02136 (2026) - [i199]Ruoyu Chen, Shangquan Sun, Xiaoqing Guo, Sanyi Zhang, Kangwei Liu, Shiming Liu, Zhangcheng Wang, Qunli Zhang, Hua Zhang, Xiaochun Cao:
Where Not to Learn: Prior-Aligned Training with Subset-based Attribution Constraints for Reliable Decision-Making. CoRR abs/2602.07008 (2026) - [i198]Yifei Cheng, Xianglin Yang, Guoxia Wang, Chao Huang, Fei Ma, Dianhai Yu, Xiaochun Cao, Li Shen:
Sparse Layer Sharpness-Aware Minimization for Efficient Fine-Tuning. CoRR abs/2602.09395 (2026) - [i197]Peng Chen, Chao Huang, Yunkang Cao, Chengliang Liu, Wenqiang Wang, Mingbo Yang, Li Shen, Wenqi Ren, Xiaochun Cao:
Reason-IAD: Knowledge-Guided Dynamic Latent Reasoning for Explainable Industrial Anomaly Detection. CoRR abs/2602.09850 (2026) - 2025
- [j242]Ruoyu Zhao, Yushu Zhang, Tao Wang, Wenying Wen, Yong Xiang, Xiaochun Cao:
Visual Content Privacy Protection: A Survey. ACM Comput. Surv. 57(5): 122:1-122:36 (2025) - [j241]Hua Zhang, Jingzhi Li, Wenqi Ren, Chaopeng Li, Xiaochun Cao:
Instance-level feature representation calibration for visual object detection. Displays 90: 103130 (2025) - [j240]Zitai Wang, Qianqian Xu, Zhiyong Yang, Peisong Wen, Yuan He, Xiaochun Cao, Qingming Huang:
Top-K Pairwise Ranking: Bridging the Gap Among Ranking-Based Measures for Multi-label Classification. Int. J. Comput. Vis. 133(1): 211-253 (2025) - [j239]Jingzhi Li, Changjiang Luo, Hua Zhang, Yang Cao, Xin Liao, Xiaochun Cao:
Anti-Fake Vaccine: Safeguarding Privacy Against Face Swapping via Visual-Semantic Dual Degradation. Int. J. Comput. Vis. 133(4): 2025-2043 (2025) - [j238]Aishan Liu, Xianglong Liu, Xinwei Zhang, Yisong Xiao, Yuguang Zhou, Siyuan Liang, Jiakai Wang, Xiaochun Cao, Dacheng Tao:
Pre-trained Trojan Attacks for Visual Recognition. Int. J. Comput. Vis. 133(6): 3568-3585 (2025) - [j237]Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaochun Cao:
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models. Int. J. Comput. Vis. 133(7): 3994-4013 (2025) - [j236]Shangquan Sun, Wenqi Ren, Jingyang Peng, Fenglong Song, Xiaochun Cao:
DI-Retinex: Digital-Imaging Retinex Model for Low-Light Image Enhancement. Int. J. Comput. Vis. 133(12): 8293-8314 (2025) - [j235]Yan Xiao, Xinyue Zuo, Xiaoyue Lu, Jin Song Dong, Xiaochun Cao, Ivan Beschastnikh:
Promises and perils of using Transformer-based models for SE research. Neural Networks 184: 107067 (2025) - [j234]Xingxing Wei, Shouwei Ruan, Yinpeng Dong, Hang Su, Xiaochun Cao:
Distributionally Location-Aware Transferable Adversarial Patches for Facial Images. IEEE Trans. Pattern Anal. Mach. Intell. 47(4): 2849-2864 (2025) - [j233]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
AUCPro: AUC-Oriented Provable Robustness Learning. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4579-4596 (2025) - [j232]Yiming Li, Linghui Zhu, Xiaojun Jia, Yang Bai, Yong Jiang, Shu-Tao Xia, Xiaochun Cao, Kui Ren:
MOVE: Effective and Harmless Ownership Verification via Embedded External Features. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4734-4751 (2025) - [j231]Ruoyu Chen, Hua Zhang, Jingzhi Li, Li Liu, Zhen Huang, Xiaochun Cao:
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 47(8): 6496-6514 (2025) - [j230]Xun Lin, Ajian Liu, Zitong Yu, Rizhao Cai, Shuai Wang, Yi Yu, Jun Wan, Zhen Lei, Xiaochun Cao, Alex C. Kot:
Reliable and Balanced Transfer Learning for Generalized Multimodal Face Anti-Spoofing. IEEE Trans. Pattern Anal. Mach. Intell. 47(9): 7608-7625 (2025) - [j229]Xiaojun Jia, Sensen Gao, Qing Guo, Simeng Qin, Ke Ma, Yihao Huang, Yang Liu, Ivor W. Tsang, Xiaochun Cao:
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 8489-8505 (2025) - [j228]Qilang Ye, Zitong Yu, Rui Shao, Yawen Cui, Xiangui Kang, Xin Liu, Philip Torr, Xiaochun Cao:
CAT+: Investigating and Enhancing Audio-Visual Understanding in Large Language Models. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 8674-8690 (2025) - [j227]Ke Zou, Yang Bai, Bo Liu, Yidi Chen, Zhihao Chen, Yang Zhou, Xuedong Yuan, Meng Wang, Xiaojing Shen, Xiaochun Cao, Yih Chung Tham, Huazhu Fu:
Uncertainty-Aware Medical Diagnostic Phrase Identification and Grounding. IEEE Trans. Pattern Anal. Mach. Intell. 47(12): 11315-11329 (2025) - [j226]Wenjin Huang, Shaoyi Chen, Yichang Wu, Ruihua Li, Tianrui Li, Yihua Huang, Xiaochun Cao, Zhaohui Li:
DAShip: A Large-Scale Annotated Dataset for Ship Detection Using Distributed Acoustic Sensing Technique. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 4093-4107 (2025) - [j225]Fengchuang Xing, Mingjie Li, Yuan-Gen Wang, Guopu Zhu, Xiaochun Cao:
CLIPVQA: Video Quality Assessment via CLIP. IEEE Trans. Broadcast. 71(1): 291-306 (2025) - [j224]Ruoyu Zhao, Yushu Zhang, Wenying Wen, Xinpeng Zhang, Xiaochun Cao, Yong Xiang:
PR3: Reversible and Usability-Enhanced Visual Privacy Protection via Thumbnail Preservation and Data Hiding. IEEE Trans. Big Data 11(1): 59-73 (2025) - [j223]Qinglun Li, Miao Zhang, Nan Yin, Quanjun Yin, Li Shen, Xiaochun Cao:
Asymmetrically Decentralized Federated Learning. IEEE Trans. Computers 74(8): 2745-2756 (2025) - [j222]Mengzhu Wang, Houcheng Su, Sijia Wang, Shanshan Wang, Nan Yin, Li Shen, Long Lan, Liang Yang, Xiaochun Cao:
Graph Convolutional Mixture-of-Experts Learner Network for Long-Tailed Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. 35(7): 6936-6947 (2025) - [j221]Zuping Xi, Zuomin Qu, Wei Lu, Xiangyang Luo, Xiaochun Cao:
Invisible DNN Watermarking Against Model Extraction Attack. IEEE Trans. Cybern. 55(2): 800-811 (2025) - [j220]Ziqi Sheng, Zuomin Qu, Wei Lu, Xiaochun Cao, Jiwu Huang:
DiRLoc: Disentanglement Representation Learning for Robust Image Forgery Localization. IEEE Trans. Dependable Secur. Comput. 22(3): 2841-2854 (2025) - [j219]Peijia Zheng, Xiongjie Fang, Zhipeng Zhou, Rui Yang, Wei Lu, Xiaochun Cao, Jiwu Huang:
Accurate and Efficient Privacy-Preserving Feature Extraction on Encrypted Images. IEEE Trans. Dependable Secur. Comput. 22(4): 3192-3207 (2025) - [j218]Pengwen Dai, Jingyu Li, Dayan Wu, Peijia Zheng, Xiaochun Cao:
TextSafety: Visual Text Vanishing via Hierarchical Context-Aware Interaction Reconstruction. IEEE Trans. Inf. Forensics Secur. 20: 1421-1433 (2025) - [j217]Jingyi Yang, Zitong Yu, Jia He, Xiuming Ni, Liepiao Zhang, Hui Li, Xiaochun Cao:
G2V2former: Graph Guided Video Vision Transformer for Face Anti-Spoofing. IEEE Trans. Inf. Forensics Secur. 20: 7528-7541 (2025) - [j216]Yuanhang Huang, Weiqi Luo, Xiaochun Cao, Jiwu Huang:
A Forensic Framework With Diverse Data Generation for Generalizable Forgery Localization. IEEE Trans. Inf. Forensics Secur. 20: 9732-9745 (2025) - [j215]Qingxia Li, Yuchen Jiang, Ray Y. Zhong, Xiaochun Cao:
FedG3FA: Three-Stage GAN-Aided Target Feature Alignment for Secure Data Sharing in Federated Learning System. IEEE Trans. Inf. Forensics Secur. 20: 9806-9817 (2025) - [j214]Muxue Liang, Chuan Wang, Siyuan Liang, Aishan Liu, Yanan Cao, Qingyong Li, Zeming Liu, Liang Yang, Xiaochun Cao:
Hard-Label Black-Box Adversarial Attacks for Implicit Scene Interactions. IEEE Trans. Inf. Forensics Secur. 20: 10346-10360 (2025) - [j213]Wenyuan Yang, Hongjian Xing, Zhun Zhang, Hanlin Gu, Lixin Fan, Xiaochun Cao:
FedPN: Lightweight Privacy-Preserving Federated Learning With Hardness of Learning Periodic Neurons. IEEE Trans. Inf. Forensics Secur. 20: 10730-10744 (2025) - [j212]Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Jun Chen, Xiaochun Cao:
CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning. IEEE Trans. Inf. Forensics Secur. 20: 12404-12416 (2025) - [j211]Wei Wang, Hanyang Li, Cong Wang, Chao Huang, Zhengming Ding, Feiping Nie, Xiaochun Cao:
Deep Label Propagation With Nuclear Norm Maximization for Visual Domain Adaptation. IEEE Trans. Image Process. 34: 1246-1258 (2025) - [j210]Wei Wang, Mengzhu Wang, Chao Huang, Cong Wang, Jie Mu, Feiping Nie, Xiaochun Cao:
Optimal Graph Learning-Based Label Propagation for Cross-Domain Image Classification. IEEE Trans. Image Process. 34: 1529-1544 (2025) - [j209]Weimin Shi, Changhao Chen, Kaige Li, Yuan Xiong, Xiaochun Cao, Zhong Zhou:
LangLoc: Language-Driven Localization via Formatted Spatial Description Generation. IEEE Trans. Image Process. 34: 1737-1752 (2025) - [j208]Siyuan Yao, Yang Guo, Yanyang Yan, Wenqi Ren, Xiaochun Cao:
UncTrack: Reliable Visual Object Tracking With Uncertainty-Aware Prototype Memory Network. IEEE Trans. Image Process. 34: 3533-3546 (2025) - [j207]Kaige Li, Maoxian Wan, Qichuan Geng, Weimin Shi, Xiaochun Cao, Zhong Zhou:
MAP: Masked Adversarial Perturbation for Boosting Black-Box Attack Transferability. IEEE Trans. Image Process. 34: 4426-4439 (2025) - [j206]Yanyang Yan, Siyuan Yao, Wenqi Ren, Rui Zhang, Qi Guo, Xiaochun Cao:
CAN: Cascade Augmentations Against Noise for Image Restoration. IEEE Trans. Image Process. 34: 5131-5146 (2025) - [j205]Yabo Liu, Chao Huang, Yong Xu, Xiaochun Cao, Jinghua Wang:
Toward Efficient Test Time Adaptation With Hierarchical Distribution Alignment. IEEE Trans. Image Process. 34: 6852-6864 (2025) - [j204]Sanyi Zhang, Xiaochun Cao, Long Ye, Zhanjie Song, Guo-Jun Qi, Jie Zhou:
Point Evolution Hierarchy Network for Weak Single-Point Human Parsing. IEEE Trans. Image Process. 34: 7572-7584 (2025) - [j203]Peijia Zheng, Donger Mo, Yufei Zhou, Xiangyu Gao, Xiaochun Cao, Jiwu Huang:
Privacy-Preserving CNN Inference for Image Super-Resolution Cross Multiple Ciphertexts. IEEE Trans. Image Process. 34: 8568-8582 (2025) - [j202]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning. IEEE Trans. Knowl. Data Eng. 37(11): 6651-6665 (2025) - [j201]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OTRec: Cross-Modal Learning for Multimodal Recommendation via Optimal Transport. IEEE Trans. Multim. 27: 8603-8617 (2025) - [j200]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
GAHE: Geometry-Aware Embedding for Hyper-Relational Knowledge Graph Representation. ACM Trans. Multim. Comput. Commun. Appl. 21(7): 205:1-205:26 (2025) - [j199]Xinyue Zuo, Yan Xiao, Xiaochun Cao, Wenya Wang, Jin Song Dong:
DT4LM: Differential Testing for Reliable Language Model Updates in Classification Tasks. IEEE Trans. Software Eng. 51(12): 3558-3573 (2025) - [j198]Yichen Shi, Yuhao Gao, Yingxin Lai, Hongyang Wang, Jun Feng, Lei He, Jun Wan, Changsheng Chen, Zitong Yu, Xiaochun Cao:
SHIELD: an evaluation benchmark for face spoofing and forgery detection with multimodal large language models. Vis. Intell. 3(1) (2025) - [c252]Kai Li, Wenqi Ren, Jianshu Li, Wei Wang, Xiaochun Cao:
Critical Forgetting-Based Multi-Scale Disentanglement for Deepfake Detection. AAAI 2025: 424-432 - [c251]Ziqi Sheng, Wei Lu, Xiangyang Luo, Jiantao Zhou, Xiaochun Cao:
SUMI-IFL: An Information-Theoretic Framework for Image Forgery Localization with Sufficiency and Minimality Constraints. AAAI 2025: 720-728 - [c250]Liang Yang, Zhenna Li, Jiaming Zhuo, Jing Liu, Ziyi Ma, Chuan Wang, Zhen Wang, Xiaochun Cao:
Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology. AAAI 2025: 21983-21991 - [c249]Wenqiang Wang, Yan Xiao, Hao Lin, Yangshijie Zhang, Xiaochun Cao:
Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries. ACL (1) 2025: 13994-14014 - [c248]Siyuan Liang, Jiawei Liang, Tianyu Pang, Chao Du, Aishan Liu, Mingli Zhu, Xiaochun Cao, Dacheng Tao:
Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift. CVPR 2025: 9477-9486 - [c247]Shangquan Sun, Wenqi Ren, Juxiang Zhou, Shu Wang, Jianhou Gan, Xiaochun Cao:
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining. CVPR 2025: 26114-26124 - [c246]Ruoyu Chen, Siyuan Liang, Jingzhi Li, Shiming Liu, Maosen Li, Zhen Huang, Hua Zhang, Xiaochun Cao:
Interpreting Object-level Foundation Models via Visual Precision Search. CVPR 2025: 30042-30052 - [c245]Yuhan Chen, Yihong Luo, Yifan Song, Pengwen Dai, Jing Tang, Xiaochun Cao:
Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs. ICLR 2025 - [c244]Xiaojun Jia, Tianyu Pang, Chao Du, Yihao Huang, Jindong Gu, Yang Liu, Xiaochun Cao, Min Lin:
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models. ICLR 2025 - [c243]Yingqi Liu, Qinglun Li, Jie Tang, Yifan Shi, Li Shen, Xiaochun Cao:
Understanding the Stability-based Generalization of Personalized Federated Learning. ICLR 2025 - [c242]Jiaming Zhuo, Yuwei Liu, Yintong Lu, Ziyi Ma, Kun Fu, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang:
DUALFormer: Dual Graph Transformer. ICLR 2025 - [c241]Liang Yang, Xin Chen, Jiaming Zhuo, Di Jin, Chuan Wang, Xiaochun Cao, Zhen Wang, Yuanfang Guo:
Disentangled Graph Spectral Domain Adaptation. ICML 2025 - [c240]Liang Yang, Yuwei Liu, Jiaming Zhuo, Di Jin, Chuan Wang, Zhen Wang, Xiaochun Cao:
Do We Really Need Message Passing in Brain Network Modeling? ICML 2025 - [c239]Chao Huang, Yushu Shi, Jie Wen, Wei Wang, Yong Xu, Xiaochun Cao:
Ex-VAD: Explainable Fine-grained Video Anomaly Detection Based on Visual-Language Models. ICML 2025 - [c238]Li Shen, Anke Tang, Yong Luo, Tao Sun, Han Hu, Xiaochun Cao:
Targeted Low-rank Refinement: Enhancing Sparse Language Models with Precision. ICML 2025 - [c237]Sicong Li, Qianqian Xu, Zhiyong Yang, Zitai Wang, Linchao Zhang, Xiaochun Cao, Qingming Huang:
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification. ICML 2025 - [c236]Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework. ICML 2025 - [c235]Yongxian Wei, Anke Tang, Li Shen, Zixuan Hu, Chun Yuan, Xiaochun Cao:
Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent. ICML 2025 - [c234]Rajdeep Singh Hundal, Yan Xiao, Xiaochun Cao, Jin Song Dong, Manuel Rigger:
On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations. ICSE 2025: 2225-2237 - [c233]Xianghao Jiao, Di Wang, Jiawei Liang, Jianjie Huang, Wei Wang, Xiaochun Cao:
Object-Level Backdoor Attacks in RGB-T Semantic Segmentation with Cross-Modality Trigger Optimization. IJCAI 2025: 1269-1277 - [c232]Jiawei Liang, Siyuan Liang, Jianjie Huang, Chenxi Si, Ming Zhang, Xiaochun Cao:
Physical Adversarial Camouflage Through Gradient Calibration and Regularization. IJCAI 2025: 1521-1529 - [c231]Lele Zheng, Yang Cao, Leo Yu Zhang, Wei Wang, Yulong Shen, Xiaochun Cao:
MMGIA: Gradient Inversion Attack Against Multimodal Federated Learning via Intermodal Correlation. IJCAI 2025: 7967-7975 - [c230]Xinqi Su, Zitong Yu, Yawen Cui, Ajian Liu, Xun Lin, Yuhao Wang, Haochen Liang, Wenhui Li, Li Shen, Xiaochun Cao:
Dynamic Analysis and Adaptive Discriminator for Fake News Detection. ACM Multimedia 2025: 8164-8173 - [c229]Zhiqian Xia, Haifeng Xia, Shichao Jin, Wei Wang, Zhengming Ding, Xiaochun Cao:
DSPF: Dual-Stage Preservation and Fusion for Source-Free Domain Adaptive Point Cloud Completion. ACM Multimedia 2025: 8428-8437 - [c228]Jingzhi Li, Changjiang Luo, Ruoyu Chen, Hua Zhang, Wenqi Ren, Jianhou Gan, Xiaochun Cao:
FaceInsight: A Multimodal Large Language Model for Face Perception. ACM Multimedia 2025: 11052-11061 - [c227]Kai Li, Wenqi Ren, Wei Wang, Linchao Zhang, Xiaochun Cao:
Detecting Synthetic Image by Cross-Modal Commonality Interaction. ACM Multimedia 2025: 11367-11375 - [c226]Kuanrong Liu, Siyuan Liang, Cheng Qian, Ming Zhang, Xiaochun Cao:
Bridging the Task Gap: Multi-task Adversarial Transferability in CLIP and Its Derivatives. PRCV (4) 2025: 152-166 - [i196]Yongxian Wei, Anke Tang, Li Shen, Chun Yuan, Xiaochun Cao:
Modeling Multi-Task Model Merging as Adaptive Projective Gradient Descent. CoRR abs/2501.01230 (2025) - [i195]Haotian Luo, Li Shen, Haiying He, Yibo Wang, Shiwei Liu, Wei Li, Naiqiang Tan, Xiaochun Cao, Dacheng Tao:
O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning. CoRR abs/2501.12570 (2025) - [i194]Xinwei Liu, Xiaojun Jia, Yuan Xun, Hua Zhang, Xiaochun Cao:
PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models. CoRR abs/2502.16167 (2025) - [i193]Yuhan Chen, Yihong Luo, Yifan Song, Pengwen Dai, Jing Tang, Xiaochun Cao:
Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs. CoRR abs/2502.17912 (2025) - [i192]Jingyi Yang, Xun Lin, Zitong Yu, Liepiao Zhang, Xin Liu, Hui Li, Xiaochen Yuan, Xiaochun Cao:
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing. CoRR abs/2503.00429 (2025) - [i191]Xiaojun Jia, Sensen Gao, Simeng Qin, Ke Ma, Xinfeng Li, Yihao Huang, Wei Dong, Yang Liu, Xiaochun Cao:
Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models. CoRR abs/2503.12874 (2025) - [i190]Siyuan Yao, Yang Guo, Yanyang Yan, Wenqi Ren, Xiaochun Cao:
UncTrack: Reliable Visual Object Tracking with Uncertainty-Aware Prototype Memory Network. CoRR abs/2503.12888 (2025) - [i189]Xuan Wang, Siyuan Liang, Dongping Liao, Han Fang, Aishan Liu, Xiaochun Cao, Yu-liang Lu, Ee-Chien Chang, Xitong Gao:
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework. CoRR abs/2503.16872 (2025) - [i188]Rajdeep Singh Hundal, Yan Xiao, Xiaochun Cao, Jin Song Dong, Manuel Rigger:
On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations. CoRR abs/2503.22575 (2025) - [i187]Ruoyu Chen, Siyuan Liang, Jingzhi Li, Shiming Liu, Li Liu, Hua Zhang, Xiaochun Cao:
Less is More: Efficient Black-box Attribution via Minimal Interpretable Subset Selection. CoRR abs/2504.00470 (2025) - [i186]Zihan Gu, Ruoyu Chen, Hua Zhang, Yue Hu, Xiaochun Cao:
Beyond Progress Measures: Theoretical Insights into the Mechanism of Grokking. CoRR abs/2504.03162 (2025) - [i185]Ruoyu Chen, Hua Zhang, Jingzhi Li, Li Liu, Zhen Huang, Xiaochun Cao:
Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection. CoRR abs/2504.07060 (2025) - [i184]Zhihua Wang, Yu Long, Qinghua Lin, Kai Zhang, Yazhu Zhang, Yuming Fang, Li Liu, Xiaochun Cao:
Towards Realistic Low-Light Image Enhancement via ISP Driven Data Modeling. CoRR abs/2504.12204 (2025) - [i183]Siyuan Liang, Jiayang Liu, Jiecheng Zhai, Tianmeng Fang, Rongcheng Tu, Aishan Liu, Xiaochun Cao, Dacheng Tao:
T2VShield: Model-Agnostic Jailbreak Defense for Text-to-Video Models. CoRR abs/2504.15512 (2025) - [i182]Jingzhi Li, Changjiang Luo, Ruoyu Chen, Hua Zhang, Wenqi Ren, Jianhou Gan, Xiaochun Cao:
FaceInsight: A Multimodal Large Language Model for Face Perception. CoRR abs/2504.15624 (2025) - [i181]Haotian Luo, Haiying He, Yibo Wang, Jinluan Yang, Rui Liu, Naiqiang Tan, Xiaochun Cao, Dacheng Tao, Li Shen:
AdaR1: From Long-CoT to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization. CoRR abs/2504.21659 (2025) - [i180]Sicong Li, Qianqian Xu, Zhiyong Yang, Zitai Wang, Linchao Zhang, Xiaochun Cao, Qingming Huang:
Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification. CoRR abs/2505.01660 (2025) - [i179]Chaomeng Chen, Zitong Yu, Junhao Dong, Sen Su, LinLin Shen, Shutao Xia, Xiaochun Cao:
Mitigating Group-Level Fairness Disparities in Federated Visual Language Models. CoRR abs/2505.01851 (2025) - [i178]Jiayang Liu, Siyuan Liang, Shiqian Zhao, Rongcheng Tu, Wenbo Zhou, Xiaochun Cao, Dacheng Tao, Siew Kei Lam:
Jailbreaking the Text-to-Video Generative Models. CoRR abs/2505.06679 (2025) - [i177]Wenqiang Wang, Siyuan Liang, Yangshijie Zhang, Xiaojun Jia, Hao Lin, Xiaochun Cao:
No Query, No Access. CoRR abs/2505.07258 (2025) - [i176]Hongyang Wang, Yichen Shi, Zhuofu Tao, Yuhao Gao, Liepiao Zhang, Xun Lin, Jun Feng, Xiaochen Yuan, Zitong Yu, Xiaochun Cao:
FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models. CoRR abs/2505.09415 (2025) - [i175]Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework. CoRR abs/2505.11131 (2025) - [i174]Shangquan Sun, Wenqi Ren, Juxiang Zhou, Shu Wang, Jianhou Gan, Xiaochun Cao:
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining. CoRR abs/2505.16811 (2025) - [i173]Chao Huang, Benfeng Wang, Jie Wen, Chengliang Liu, Wei Wang, Li Shen, Xiaochun Cao:
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought. CoRR abs/2505.19877 (2025) - [i172]Yongxian Wei, Runxi Cheng, Weike Jin, Enneng Yang, Li Shen, Lu Hou, Sinan Du, Chun Yuan, Xiaochun Cao, Dacheng Tao:
Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging. CoRR abs/2505.19892 (2025) - [i171]Yifei Cheng, Li Shen, Hao Sun, Nan Yin, Xiaochun Cao, Enhong Chen:
LightSAM: Parameter-Agnostic Sharpness-Aware Minimization. CoRR abs/2505.24399 (2025) - [i170]Zhitao Zeng, Zhu Zhuo, Xiaojun Jia, Erli Zhang, Junde Wu, Jiaan Zhang, Yuxuan Wang, Chang Han Low, Jian Jiang, Zilong Zheng, Xiaochun Cao, Yutong Ban, Qi Dou, Yang Liu, Yueming Jin:
SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence. CoRR abs/2506.02555 (2025) - [i169]Chuanyu Fu, Yuqi Zhang, Kunbin Yao, Guanying Chen, Yuan Xiong, Chuan Huang, Shuguang Cui, Xiaochun Cao:
RobustSplat: Decoupling Densification and Dynamics for Transient-Free 3DGS. CoRR abs/2506.02751 (2025) - [i168]Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Xiaochun Cao:
Robust Anti-Backdoor Instruction Tuning in LVLMs. CoRR abs/2506.05401 (2025) - [i167]Qilin Yin, Wei Lu, Xiangyang Luo, Xiaochun Cao:
Context-aware TFL: A Universal Context-aware Contrastive Learning Framework for Temporal Forgery Localization. CoRR abs/2506.08493 (2025) - [i166]Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Xiaochun Cao, Shouling Ji, Jiaheng Zhang, Jin-Cai Huang, Li Shen:
TrojanTO: Action-Level Backdoor Attacks against Trajectory Optimization Models. CoRR abs/2506.12815 (2025) - [i165]Xuan Wang, Siyuan Liang, Zhe Liu, Yi Yu, Yuliang Lu, Xiaochun Cao, Ee-Chien Chang, Xitong Gao:
Screen Hijack: Visual Poisoning of VLM Agents in Mobile Environments. CoRR abs/2506.13205 (2025) - [i164]Siyuan Yao, Rui Zhu, Ziqi Wang, Wenqi Ren, Yanyang Yan, Xiaochun Cao:
UMDATrack: Unified Multi-Domain Adaptive Tracking Under Adverse Weather Conditions. CoRR abs/2507.00648 (2025) - [i163]Siyuan Liang, Tianmeng Fang, Zhe Liu, Aishan Liu, Yan Xiao, Jinyuan He, Ee-Chien Chang, Xiaochun Cao:
SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents. CoRR abs/2507.00841 (2025) - [i162]Tianrui Lou, Xiaojun Jia, Siyuan Liang, Jiawei Liang, Ming Zhang, Yanjun Xiao, Xiaochun Cao:
3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation. CoRR abs/2507.01367 (2025) - [i161]Xinwei Liu, Xiaojun Jia, Yuan Xun, Simeng Qin, Xiaochun Cao:
GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations. CoRR abs/2508.03209 (2025) - [i160]Jiawei Liang, Siyuan Liang, Jianjie Huang, Chenxi Si, Ming Zhang, Xiaochun Cao:
Physical Adversarial Camouflage through Gradient Calibration and Regularization. CoRR abs/2508.05414 (2025) - [i159]Shixuan Sun, Siyuan Liang, Ruoyu Chen, Jianjie Huang, Jingzhi Li, Xiaochun Cao:
SMA: Who Said That? Auditing Membership Leakage in Semi-Black-box RAG Controlling. CoRR abs/2508.09105 (2025) - [i158]Wenqiang Wang, Yan Xiao, Hao Lin, Yangshijie Zhang, Xiaochun Cao:
Multi-task Adversarial Attacks against Black-box Model with Few-shot Queries. CoRR abs/2508.10039 (2025) - [i157]Yingxin Lai, Zitong Yu, Jun Wan, Linlin Shen, Yong Xu, Xiaochun Cao:
Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection. CoRR abs/2509.12546 (2025) - [i156]Shilong Bao, Qianqian Xu, Feiran Li, Boyu Han, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Towards Size-invariant Salient Object Detection: A Generic Evaluation and Optimization Approach. CoRR abs/2509.15573 (2025) - [i155]Enguang Liu, Siyuan Liang, Liming Lu, Xiyu Zeng, Xiaochun Cao, Aishan Liu, Shuchao Pang:
RoboView-Bias: Benchmarking Visual Bias in Embodied Agents for Robotic Manipulation. CoRR abs/2509.22356 (2025) - [i154]Wenqiang Wang, Siyuan Liang, Yan Xiao, Xiaochun Cao:
Text Adversarial Attacks with Dynamic Outputs. CoRR abs/2509.22393 (2025)