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Person information
- affiliation: Sun Yat-sen University, School of Cyber Science and Technology, Shenzhen, China
- affiliation (former): Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China
- affiliation (2008 - 2012): Tianjin University, China
- affiliation (PhD 2006): University of Central Florida, Orlando, FL, USA
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2020 – today
- 2026
[j259]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. Int. J. Comput. Vis. 134(4): 144 (2026)- [j258]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) - [j257]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) - [j256]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) - [j255]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) - [j254]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) - [j253]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) - [j252]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) - [j251]Zhiyong Yang, Qianqian Xu, Sicong Li, Zitai Wang, Xiaochun Cao, Qingming Huang:
DirMixE: Harnessing Test Agnostic Long-Tail Recognition With Hierarchical Label Vartiations. IEEE Trans. Pattern Anal. Mach. Intell. 48(4): 4605-4622 (2026) - [j250]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) - [j249]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) - [j248]Siyuan Liang, Jiajun Gong, Tianmeng Fang, Aishan Liu, Tao Wang, Xiaochun Cao, Dacheng Tao, Ee-Chien Chang:
TrapFlow: Controllable Website Fingerprinting Defense via Dynamic Backdoor Learning. IEEE Trans. Inf. Forensics Secur. 21: 2610-2625 (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 - [i204]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) - [i203]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) - [i202]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) - [i201]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) - [i200]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) - [i199]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) - [i198]Xiaojun Jia, Jie Liao, Simeng Qin, Jindong Gu, Wenqi Ren, Xiaochun Cao, Yang Liu, Philip Torr:
SkillJect: Automating Stealthy Skill-Based Prompt Injection for Coding Agents with Trace-Driven Closed-Loop Refinement. CoRR abs/2602.14211 (2026) - [i197]Yifei Liang, Yan Sun, Xiaochun Cao, Li Shen:
Stability and Generalization of Push-Sum Based Decentralized Optimization over Directed Graphs. CoRR abs/2602.20567 (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) - [i153]Jiawei Liang, Ruoyu Chen, Xianghao Jiao, Siyuan Liang, Shiming Liu, Qunli Zhang, Zheng Hu, Xiaochun Cao:
Explaining multimodal LLMs via intra-modal token interactions. CoRR abs/2509.22415 (2025) - [i152]Ruoyu Chen, Xiaoqing Guo, Kangwei Liu, Siyuan Liang, Shiming Liu, Qunli Zhang, Hua Zhang, Xiaochun Cao:
Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation. CoRR abs/2509.22496 (2025) - [i151]Kuanrong Liu, Siyuan Liang, Cheng Qian, Ming Zhang, Xiaochun Cao:
Bridging the Task Gap: Multi-Task Adversarial Transferability in CLIP and Its Derivatives. CoRR abs/2509.23917 (2025) - [i150]Qinglun Li, Yingqi Liu, Miao Zhang, Xiaochun Cao, Quanjun Yin, Li Shen:
Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training. CoRR abs/2510.07980 (2025) - [i149]Zihan Gu, Ruoyu Chen, Junchi Zhang, Yue Hu, Hua Zhang, Xiaochun Cao:
PhaseWin Search Framework Enable Efficient Object-Level Interpretation. CoRR abs/2511.10914 (2025) - [i148]Yannan Chen, Ruoyu Chen, Bin Zeng, Wei Wang, Shiming Liu, Qunli Zhang, Zheng Hu, Laiyuan Wang, Yaowei Wang, Xiaochun Cao:
Did Models Sufficient Learn? Attribution-Guided Training via Subset-Selected Counterfactual Augmentation. CoRR abs/2511.12100 (2025) - [i147]Xun Lin, Shuai Wang, Yi Yu, Zitong Yu, Jiale Zhou, Yizhong Liu, Xiaochun Cao, Alex C. Kot, Yefeng Zheng:
Learning Representation and Synergy Invariances: A Povable Framework for Generalized Multimodal Face Anti-Spoofing. CoRR abs/2511.14157 (2025) - [i146]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. CoRR abs/2512.01213 (2025) - [i145]Chuanyu Fu, Guanying Chen, Yuqi Zhang, Kunbin Yao, Yuan Xiong, Chuan Huang, Shuguang Cui, Yasuyuki Matsushita, Xiaochun Cao:
RobustSplat++: Decoupling Densification, Dynamics, and Illumination for In-the-Wild 3DGS. CoRR abs/2512.04815 (2025) - [i144]Xiaojun Jia, Jie Liao, Qi Guo, Teng Ma, Simeng Qin, Ranjie Duan, Tianlin Li, Yihao Huang, Zhitao Zeng, Dongxian Wu, Yiming Li, Wenqi Ren, Xiaochun Cao, Yang Liu:
OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation. CoRR abs/2512.06589 (2025) - [i143]Siyuan Yao, Dongxiu Liu, Taotao Li, Shengjie Li, Wenqi Ren, Xiaochun Cao:
UAGLNet: Uncertainty-Aggregated Global-Local Fusion Network with Cooperative CNN-Transformer for Building Extraction. CoRR abs/2512.12941 (2025) - [i142]Li Lin, Siyuan Xin, Yang Cao, Xiaochun Cao:
CODE ACROSTIC: Robust Watermarking for Code Generation. CoRR abs/2512.14753 (2025) - 2024
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Improving the undersampling technique by optimizing the termination condition for software defect prediction. Expert Syst. Appl. 235: 121084 (2024) - [j196]Wenqi Ren, Senyou Deng, Kaihao Zhang, Fenglong Song, Xiaochun Cao, Ming-Hsuan Yang:
Fast Ultra High-Definition Video Deblurring via Multi-scale Separable Network. Int. J. Comput. Vis. 132(5): 1817-1834 (2024) - [j195]Qilin Yin, Wei Lu, Xiaochun Cao, Xiangyang Luo, Yicong Zhou, Jiwu Huang:
Fine-Grained Multimodal DeepFake Classification via Heterogeneous Graphs. Int. J. Comput. Vis. 132(11): 5255-5269 (2024) - [j194]Yuning Cui, Wenqi Ren, Xiaochun Cao, Alois Knoll:
Image Restoration via Frequency Selection. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 1093-1108 (2024) - [j193]Hua Zhang, Xiaohong Li, Xiaochun Cao, Hassan Foroosh:
Multiple Adverse Weather Conditions Adaptation for Object Detection via Causal Intervention. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1742-1756 (2024) - [j192]Jun Luo, Yunfeng Nie, Wenqi Ren, Xiaochun Cao, Ming-Hsuan Yang:
Correcting Optical Aberration via Depth-Aware Point Spread Functions. IEEE Trans. Pattern Anal. Mach. Intell. 46(8): 5541-5555 (2024) - [j191]Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
Improving Fast Adversarial Training With Prior-Guided Knowledge. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 6367-6383 (2024) - [j190]Shuren Qi, Yushu Zhang, Chao Wang, Tao Xiang, Xiaochun Cao, Yong Xiang:
Representing Noisy Image Without Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6713-6730 (2024) - [j189]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9004-9022 (2024) - [j188]Ke Ma, Qianqian Xu, Jinshan Zeng, Wei Liu, Xiaochun Cao, Yingfei Sun, Qingming Huang:
Sequential Manipulation Against Rank Aggregation: Theory and Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9353-9370 (2024) - [j187]Yuning Cui, Wenqi Ren, Xiaochun Cao, Alois Knoll:
Revitalizing Convolutional Network for Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 9423-9438 (2024) - [j186]Jingfan Tan, Xiaoxu Chen, Tao Wang, Kaihao Zhang, Wenhan Luo, Xiaochun Cao:
Blind Face Restoration for Under-Display Camera via Dictionary Guided Transformer. IEEE Trans. Circuits Syst. Video Technol. 34(6): 4914-4927 (2024) - [j185]Wenmin Huang, Weiqi Luo, Xiaochun Cao, Jiwu Huang:
Interactive Generative Adversarial Networks With High-Frequency Compensation for Facial Attribute Editing. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8215-8229 (2024) - [j184]Xiaoxu Chen, Jingfan Tan, Tao Wang, Kaihao Zhang, Wenhan Luo, Xiaochun Cao:
Toward Real-World Blind Face Restoration With Generative Diffusion Prior. IEEE Trans. Circuits Syst. Video Technol. 34(9): 8494-8508 (2024) - [j183]Chao Wang, Shuren Qi, Zhiqiu Huang, Yushu Zhang, Rushi Lan, Xiaochun Cao, Feng-Lei Fan:
Spatial-Frequency Discriminability for Revealing Adversarial Perturbations. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12608-12623 (2024) - [j182]Junlong Mao, Huiyi Tang, Shanxiang Lyu, Zhengchun Zhou, Xiaochun Cao:
Content-Aware Quantization Index Modulation: Leveraging Data Statistics for Enhanced Image Watermarking. IEEE Trans. Inf. Forensics Secur. 19: 1935-1947 (2024) - [j181]Xiaojun Jia, Jianshu Li, Jindong Gu, Yang Bai, Xiaochun Cao:
Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks. IEEE Trans. Inf. Forensics Secur. 19: 4547-4559 (2024) - [j180]Yuan Xun, Xiaojun Jia, Jindong Gu, Xinwei Liu, Qing Guo, Xiaochun Cao:
Minimalism is King! High-Frequency Energy-Based Screening for Data-Efficient Backdoor Attacks. IEEE Trans. Inf. Forensics Secur. 19: 4560-4571 (2024) - [j179]Xiaojun Jia, Yuefeng Chen, Xiaofeng Mao, Ranjie Duan, Jindong Gu, Rong Zhang, Hui Xue, Yang Liu, Xiaochun Cao:
Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging. IEEE Trans. Inf. Forensics Secur. 19: 8125-8139 (2024) - [j178]Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Xiaojun Jia, Xiaochun Cao, Geguang Pu, Yang Liu:
Texture Re-Scalable Universal Adversarial Perturbation. IEEE Trans. Inf. Forensics Secur. 19: 8291-8305 (2024) - [j177]Yabo Liu, Jinghua Wang, Chao Huang, Yiling Wu, Yong Xu, Xiaochun Cao:
MLFA: Toward Realistic Test Time Adaptive Object Detection by Multi-Level Feature Alignment. IEEE Trans. Image Process. 33: 5837-5848 (2024) - [j176]Jianqun Zhou, Pengwen Dai, Yang Li, Manjiang Hu, Xiaochun Cao:
Explicitly-Decoupled Text Transfer With Minimized Background Reconstruction for Scene Text Editing. IEEE Trans. Image Process. 33: 5921-5935 (2024) - [j175]Siyuan Yao, Hao Sun, Tian-Zhu Xiang, Xiao Wang, Xiaochun Cao:
Hierarchical Graph Interaction Transformer With Dynamic Token Clustering for Camouflaged Object Detection. IEEE Trans. Image Process. 33: 5936-5948 (2024) - [j174]Wenqi Ren, Linrui Wu, Yanyang Yan, Shengyao Xu, Feng Huang, Xiaochun Cao:
INformer: Inertial-Based Fusion Transformer for Camera Shake Deblurring. IEEE Trans. Image Process. 33: 6045-6056 (2024) - [j173]Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip Torr:
A Survey on Transferability of Adversarial Examples Across Deep Neural Networks. Trans. Mach. Learn. Res. 2024 (2024) - [j172]Bo Peng, Guoting Lin, Jianjun Lei, Tianyi Qin, Xiaochun Cao, Nam Ling:
Contrastive Multi-View Learning for 3D Shape Clustering. IEEE Trans. Multim. 26: 6262-6272 (2024) - [j171]Yushu Zhang, Zhibin Fu, Shuren Qi, Mingfu Xue, Xiaochun Cao, Yong Xiang:
PS-Net: A Learning Strategy for Accurately Exposing the Professional Photoshop Inpainting. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13874-13886 (2024) - [j170]Yushu Zhang, Jiahao Zhu, Mingfu Xue, Xinpeng Zhang, Xiaochun Cao:
Adaptive 3D Mesh Steganography Based on Feature-Preserving Distortion. IEEE Trans. Vis. Comput. Graph. 30(8): 5299-5312 (2024) - [c225]Wenmin Huang, Weiqi Luo, Jiwu Huang, Xiaochun Cao:
SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing. AAAI 2024: 2374-2381 - [c224]Luoyang Lin, Zutao Jiang, Xiaodan Liang, Liqian Ma, Michael C. Kampffmeyer, Xiaochun Cao:
PTUS: Photo-Realistic Talking Upper-Body Synthesis via 3D-Aware Motion Decomposition Warping. AAAI 2024: 3441-3449 - [c223]Jiangang Wang, Yuning Cui, Yawen Li, Wenqi Ren, Xiaochun Cao:
Omnidirectional Image Super-resolution via Bi-projection Fusion. AAAI 2024: 5454-5462 - [c222]Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao:
Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI 2024: 19893-19901 - [c221]Yufei Zhou, Peijia Zheng, Xiaochun Cao, Jiwu Huang:
Two-Tier Data Packing in RLWE-based Homomorphic Encryption for Secure Federated Learning. CCS 2024: 2844-2858 - [c220]Peng Jin, Ryuichi Takanobu, Wancai Zhang, Xiaochun Cao, Li Yuan:
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding. CVPR 2024: 13700-13710 - [c219]Shangquan Sun, Wenqi Ren, Jingzhi Li, Rui Wang, Xiaochun Cao:
Logit Standardization in Knowledge Distillation. CVPR 2024: 15731-15740 - [c218]Jiaming Zhuo, Feiyang Qin, Can Cui, Kun Fu, Bingxin Niu, Mengzhu Wang, Yuanfang Guo, Chuan Wang, Zhen Wang, Xiaochun Cao, Liang Yang:
Improving Graph Contrastive Learning via Adaptive Positive Sampling. CVPR 2024: 23179-23187 - [c217]Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao:
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CVPR 2024: 24326-24335 - [c216]Siyuan Liang, Mingli Zhu, Aishan Liu, Baoyuan Wu, Xiaochun Cao, Ee-Chien Chang:
BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning. CVPR 2024: 24645-24654 - [c215]Shangquan Sun, Wenqi Ren, Xinwei Gao, Rui Wang, Xiaochun Cao:
Restoring Images in Adverse Weather Conditions via Histogram Transformer. ECCV (22) 2024: 111-129 - [c214]Qilang Ye, Zitong Yu, Rui Shao, Xinyu Xie, Philip Torr, Xiaochun Cao:
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios. ECCV (10) 2024: 146-164 - [c213]Haodi Wang, Xiaojun Jia, Xiaochun Cao:
EAT-Face: Emotion-Controllable Audio-Driven Talking Face Generation via Diffusion Model. FG 2024: 1-10 - [c212]Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, Xiaochun Cao:
Less is More: Fewer Interpretable Region via Submodular Subset Selection. ICLR 2024 - [c211]Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao:
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection. ICLR 2024 - [c210]Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Runmin Cong, Xiaochun Cao, Qingming Huang:
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection. ICML 2024: 28989-29021 - [c209]Zhiyong Yang, Qianqian Xu, Zitai Wang, Sicong Li, Boyu Han, Shilong Bao, Xiaochun Cao, Qingming Huang:
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition. ICML 2024: 56624-56664 - [c208]Wei Wang, Hanyang Li, Ke Shi, Chao Huang, Yang Cao, Cong Wang, Xiaochun Cao:
Optimal Graph Learning and Nuclear Norm Maximization for Deep Cross-Domain Robust Label Propagation. IJCAI 2024: 1407-1415 - [c207]Peng Zhao, Yin Wang, Wei Wang, Jie Mu, Huiting Liu, Cong Wang, Xiaochun Cao:
Multi-Attention Based Visual-Semantic Interaction for Few-Shot Learning. IJCAI 2024: 1753-1761 - [c206]Junyan Wu, Wei Lu, Xiangyang Luo, Rui Yang, Qian Wang, Xiaochun Cao:
Coarse-to-Fine Proposal Refinement Framework for Audio Temporal Forgery Detection and Localization. ACM Multimedia 2024: 7395-7403 - [c205]Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao:
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning. ACM Multimedia 2024: 8024-8033 - [c204]Yihong Luo, Yuhan Chen, Siya Qiu, Yiwei Wang, Chen Zhang, Yan Zhou, Xiaochun Cao, Jing Tang:
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification. NeurIPS 2024 - [c203]Benyuan Meng, Qianqian Xu, Zitai Wang, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques. NeurIPS 2024 - [c202]Benyuan Meng, Qianqian Xu, Zitai Wang, Xiaochun Cao, Qingming Huang:
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features. NeurIPS 2024 - [c201]Shangquan Sun, Wenqi Ren, Zikun Liu, Hyunhee Park, Rui Wang, Xiaochun Cao:
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models. NeurIPS 2024 - [c200]Jiaming Zhuo, Yintong Lu, Hui Ning, Kun Fu, Bingxin Niu, Dongxiao He, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang:
Unified Graph Augmentations for Generalized Contrastive Learning on Graphs. NeurIPS 2024 - [c199]Liang Yang, Weixiao Hu, Jizhong Xu, Runjie Shi, Dongxiao He, Chuan Wang, Xiaochun Cao, Zhen Wang, Bingxin Niu, Yuanfang Guo:
GAUSS: GrAph-customized Universal Self-Supervised Learning. WWW 2024: 582-593 - [c198]Jiaming Zhuo, Can Cui, Kun Fu, Bingxin Niu, Dongxiao He, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang:
Graph Contrastive Learning Reimagined: Exploring Universality. WWW 2024: 641-651 - [i141]Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao:
Does Few-shot Learning Suffer from Backdoor Attacks? CoRR abs/2401.01377 (2024) - [i140]Hao Li, Wei Wang, Cong Wang, Zhigang Luo, Xinwang Liu, Kenli Li, Xiaochun Cao:
Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection. CoRR abs/2402.01304 (2024) - [i139]Dingcheng Yang, Yang Bai, Xiaojun Jia, Yang Liu, Xiaochun Cao, Wenjian Yu:
Cheating Suffix: Targeted Attack to Text-To-Image Diffusion Models with Multi-Modal Priors. CoRR abs/2402.01369 (2024) - [i138]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. CoRR abs/2402.04178 (2024) - [i137]Ruoyu Chen, Hua Zhang, Siyuan Liang, Jingzhi Li, Xiaochun Cao:
Less is More: Fewer Interpretable Region via Submodular Subset Selection. CoRR abs/2402.09164 (2024) - [i136]Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao:
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection. CoRR abs/2402.11473 (2024) - [i135]Jiawei Liang, Siyuan Liang, Man Luo, Aishan Liu, Dongchen Han, Ee-Chien Chang, Xiaochun Cao:
VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models. CoRR abs/2402.13851 (2024) - [i134]Shuren Qi, Yushu Zhang, Chao Wang, Zhihua Xia, Jian Weng, Xiaochun Cao:
Hierarchical Invariance for Robust and Interpretable Vision Tasks at Larger Scales. CoRR abs/2402.15430 (2024) - [i133]Shangquan Sun, Wenqi Ren, Jingzhi Li, Rui Wang, Xiaochun Cao:
Logit Standardization in Knowledge Distillation. CoRR abs/2403.01427 (2024) - [i132]Qilang Ye, Zitong Yu, Rui Shao, Xinyu Xie, Philip Torr, Xiaochun Cao:
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios. CoRR abs/2403.04640 (2024) - [i131]Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao:
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CoRR abs/2403.05247 (2024) - [i130]Jingyun Xue, Tao Wang, Jun Wang, Kaihao Zhang, Wenhan Luo, Wenqi Ren, Zikun Liu, Hyunhee Park, Xiaochun Cao:
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration. CoRR abs/2403.05906 (2024) - [i129]Cong Wang, Jinshan Pan, Yeying Jin, Liyan Wang, Wei Wang, Gang Fu, Wenqi Ren, Xiaochun Cao:
How Powerful Potential of Attention on Image Restoration? CoRR abs/2403.10336 (2024) - [i128]Siyuan Liang, Kuanrong Liu, Jiajun Gong, Jiawei Liang, Yuan Xun, Ee-Chien Chang, Xiaochun Cao:
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning. CoRR abs/2403.16257 (2024) - [i127]Siyuan Liang, Wei Wang, Ruoyu Chen, Aishan Liu, Boxi Wu, Ee-Chien Chang, Xiaochun Cao, Dacheng Tao:
Object Detectors in the Open Environment: Challenges, Solutions, and Outlook. CoRR abs/2403.16271 (2024) - [i126]Shangquan Sun, Wenqi Ren, Jingyang Peng, Fenglong Song, Xiaochun Cao:
DI-Retinex: Digital-Imaging Retinex Theory for Low-Light Image Enhancement. CoRR abs/2404.03327 (2024) - [i125]Zhiyong Yang, Qianqian Xu, Zitai Wang, Sicong Li, Boyu Han, Shilong Bao, Xiaochun Cao, Qingming Huang:
Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition. CoRR abs/2405.07780 (2024) - [i124]Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Runmin Cong, Xiaochun Cao, Qingming Huang:
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection. CoRR abs/2405.09782 (2024) - [i123]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. CoRR abs/2405.21018 (2024) - [i122]Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Xiaojun Jia, Xiaochun Cao, Geguang Pu, Yang Liu:
Texture Re-scalable Universal Adversarial Perturbation. CoRR abs/2406.06089 (2024) - [i121]Siyuan Liang, Jiawei Liang, Tianyu Pang, Chao Du, Aishan Liu, Ee-Chien Chang, Xiaochun Cao:
Revisiting Backdoor Attacks against Large Vision-Language Models. CoRR abs/2406.18844 (2024) - [i120]Ke Ma, Qianqian Xu, Jinshan Zeng, Wei Liu, Xiaochun Cao, Yingfei Sun, Qingming Huang:
Sequential Manipulation Against Rank Aggregation: Theory and Algorithm. CoRR abs/2407.01916 (2024) - [i119]Fengchuang Xing, Mingjie Li, Yuan-Gen Wang, Guopu Zhu, Xiaochun Cao:
CLIPVQA:Video Quality Assessment via CLIP. CoRR abs/2407.04928 (2024) - [i118]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. CoRR abs/2407.06709 (2024) - [i117]Shangquan Sun, Wenqi Ren, Xinwei Gao, Rui Wang, Xiaochun Cao:
Restoring Images in Adverse Weather Conditions via Histogram Transformer. CoRR abs/2407.10172 (2024) - [i116]Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao:
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning. CoRR abs/2407.16307 (2024) - [i115]Junyan Wu, Wei Lu, Xiangyang Luo, Rui Yang, Qian Wang, Xiaochun Cao:
Coarse-to-Fine Proposal Refinement Framework for Audio Temporal Forgery Detection and Localization. CoRR abs/2407.16554 (2024) - [i114]Enneng Yang, Li Shen, Guibing Guo, Xingwei Wang, Xiaochun Cao, Jie Zhang, Dacheng Tao:
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. CoRR abs/2408.07666 (2024) - [i113]Siyuan Yao, Hao Sun, Tian-Zhu Xiang, Xiao Wang, Xiaochun Cao:
Hierarchical Graph Interaction Transformer with Dynamic Token Clustering for Camouflaged Object Detection. CoRR abs/2408.15020 (2024) - [i112]Shangquan Sun, Wenqi Ren, Juxiang Zhou, Jianhou Gan, Rui Wang, Xiaochun Cao:
A Hybrid Transformer-Mamba Network for Single Image Deraining. CoRR abs/2409.00410 (2024) - [i111]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation. CoRR abs/2409.01012 (2024) - [i110]Zuomin Qu, Wei Lu, Xiangyang Luo, Qian Wang, Xiaochun Cao:
ID-Guard: A Universal Framework for Combating Facial Manipulation via Breaking Identification. CoRR abs/2409.13349 (2024) - [i109]Junhao Kuang, Siyuan Liang, Jiawei Liang, Kuanrong Liu, Xiaochun Cao:
Adversarial Backdoor Defense in CLIP. CoRR abs/2409.15968 (2024) - [i108]Aiping Zhang, Zongsheng Yue, Renjing Pei, Wenqi Ren, Xiaochun Cao:
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors. CoRR abs/2409.17058 (2024) - [i107]Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Xiaochun Cao:
CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning. CoRR abs/2409.17601 (2024) - [i106]Kuanrong Liu, Siyuan Liang, Jiawei Liang, Pengwen Dai, Xiaochun Cao:
Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats. CoRR abs/2409.19526 (2024) - [i105]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. CoRR abs/2409.19679 (2024) - [i104]Benyuan Meng, Qianqian Xu, Zitai Wang, Xiaochun Cao, Qingming Huang:
Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features. CoRR abs/2410.03558 (2024) - [i103]Benyuan Meng, Qianqian Xu, Zitai Wang, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Suppress Content Shift: Better Diffusion Features via Off-the-Shelf Generation Techniques. CoRR abs/2410.06719 (2024) - [i102]Qinglun Li, Miao Zhang, Yingqi Liu, Quanjun Yin, Li Shen, Xiaochun Cao:
Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration. CoRR abs/2410.07272 (2024) - [i101]Enneng Yang, Li Shen, Zhenyi Wang, Guibing Guo, Xingwei Wang, Xiaochun Cao, Jie Zhang, Dacheng Tao:
SurgeryV2: Bridging the Gap Between Model Merging and Multi-Task Learning with Deep Representation Surgery. CoRR abs/2410.14389 (2024) - [i100]Yihong Luo, Yuhan Chen, Siya Qiu, Yiwei Wang, Chen Zhang, Yan Zhou, Xiaochun Cao, Jing Tang:
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification. CoRR abs/2410.16845 (2024) - [i99]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. CoRR abs/2410.21804 (2024) - [i98]Shangquan Sun, Wenqi Ren, Zikun Liu, Hyunhee Park, Rui Wang, Xiaochun Cao:
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models. CoRR abs/2410.22959 (2024) - [i97]Xiaojun Jia, Sensen Gao, Qing Guo, Ke Ma, Yihao Huang, Simeng Qin, Yang Liu, Ivor W. Tsang, Xiaochun Cao:
Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack. CoRR abs/2411.02669 (2024) - [i96]Ruoyu Chen, Siyuan Liang, Jingzhi Li, Shiming Liu, Maosen Li, Zheng Huang, Hua Zhang, Xiaochun Cao:
Interpreting Object-level Foundation Models via Visual Precision Search. CoRR abs/2411.16198 (2024) - [i95]Chen Zhou, Peng Cheng, Junfeng Fang, Yifan Zhang, Yibo Yan, Xiaojun Jia, Yanyan Xu, Kun Wang, Xiaochun Cao:
Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks. CoRR abs/2411.18288 (2024) - [i94]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. CoRR abs/2412.09981 (2024) - [i93]Siyuan Liang, Jiajun Gong, Tianmeng Fang, Aishan Liu, Tao Wang, Xianglong Liu, Xiaochun Cao, Dacheng Tao, Ee-Chien Chang:
Red Pill and Blue Pill: Controllable Website Fingerprinting Defense via Dynamic Backdoor Learning. CoRR abs/2412.11471 (2024) - 2023
- [j169]Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao:
A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation. ACM Comput. Surv. 55(2): 1:1-1:35 (2023) - [j168]Shilong Bao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 1017-1035 (2023) - [j167]Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang:
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation is the Fixed Point of Adversarial Game. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 4090-4108 (2023) - [j166]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Partial Area Under the Top-k Curve: Theory and Practice. IEEE Trans. Pattern Anal. Mach. Intell. 45(4): 5053-5069 (2023) - [j165]Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao:
A Principled Design of Image Representation: Towards Forensic Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5337-5354 (2023) - [j164]Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
MaxMatch: Semi-Supervised Learning With Worst-Case Consistency. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5970-5987 (2023) - [j163]Qianqian Xu, Zhiyong Yang, Yunrui Zhao, Xiaochun Cao, Qingming Huang:
Rethinking Label Flipping Attack: From Sample Masking to Sample Thresholding. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 7668-7685 (2023) - [j162]Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Two-Way Partial AUC With an End-to-End Framework. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10228-10246 (2023) - [j161]Xiao Dong, Xunlin Zhan, Yunchao Wei, Xiaoyong Wei, Yaowei Wang, Minlong Lu, Xiaochun Cao, Xiaodan Liang:
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-Level Product Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13117-13133 (2023) - [j160]Zhiyong Yang, Qianqian Xu, Shilong Bao, Peisong Wen, Yuan He, Xiaochun Cao, Qingming Huang:
AUC-Oriented Domain Adaptation: From Theory to Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14161-14174 (2023) - [j159]Yangbangyan Jiang, Qianqian Xu, Yunrui Zhao, Zhiyong Yang, Peisong Wen, Xiaochun Cao, Qingming Huang:
Positive-Unlabeled Learning With Label Distribution Alignment. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15345-15363 (2023) - [j158]Zhiyong Yang, Qianqian Xu, Wenzheng Hou, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
Revisiting AUC-Oriented Adversarial Training With Loss-Agnostic Perturbations. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15494-15511 (2023) - [j157]Shengdong Zhang, Wenqi Ren, Xin Tan, Zhi-Jie Wang, Yong Liu, Jingang Zhang, Xiaoqin Zhang, Xiaochun Cao:
Semantic-Aware Dehazing Network With Adaptive Feature Fusion. IEEE Trans. Cybern. 53(1): 454-467 (2023) - [j156]Jianjun Lei, Bingzheng Liu, Bo Peng, Xiaochun Cao, Qingming Huang, Nam Ling:
Deep Gradual-Conversion and Cycle Network for Single-View Synthesis. IEEE Trans. Emerg. Top. Comput. Intell. 7(6): 1665-1675 (2023) - [j155]Yikun Xu, Pengwen Dai, Zekun Li, Hongjun Wang, Xiaochun Cao:
The Best Protection is Attack: Fooling Scene Text Recognition With Minimal Pixels. IEEE Trans. Inf. Forensics Secur. 18: 1580-1595 (2023) - [j154]Wenyuan Yang, Xiaoyu Zhou, Zhikai Chen, Bofei Guo, Zhongjie Ba, Zhihua Xia, Xiaochun Cao, Kui Ren:
AVoiD-DF: Audio-Visual Joint Learning for Detecting Deepfake. IEEE Trans. Inf. Forensics Secur. 18: 2015-2029 (2023) - [j153]Yushu Zhang, Xi Ye, Xiangli Xiao, Tao Xiang, Hongwei Li, Xiaochun Cao:
A Reversible Framework for Efficient and Secure Visual Privacy Protection. IEEE Trans. Inf. Forensics Secur. 18: 3334-3349 (2023) - [j152]Jingzhi Li, Hua Zhang, Siyuan Liang, Pengwen Dai, Xiaochun Cao:
Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps. IEEE Trans. Inf. Forensics Secur. 18: 3632-3646 (2023) - [j151]Jun Luo, Wenqi Ren, Xinwei Gao, Xiaochun Cao:
Multi-Exposure Image Fusion via Deformable Self-Attention. IEEE Trans. Image Process. 32: 1529-1540 (2023) - [j150]Zhitao Zeng, Pengwen Dai, Xuan Zhang, Lei Zhang, Xiaochun Cao:
Cognition Guided Human-Object Relationship Detection. IEEE Trans. Image Process. 32: 2468-2480 (2023) - [j149]Shangquan Sun, Wenqi Ren, Jingzhi Li, Kaihao Zhang, Meiyu Liang, Xiaochun Cao:
Event-Aware Video Deraining via Multi-Patch Progressive Learning. IEEE Trans. Image Process. 32: 3040-3053 (2023) - [j148]Sixuan Liu, Jingzhi Li, Hua Zhang, Long Xu, Xiaochun Cao:
Prediction With Visual Evidence: Sketch Classification Explanation via Stroke-Level Attributions. IEEE Trans. Image Process. 32: 4393-4406 (2023) - [j147]Sanyi Zhang, Xiaochun Cao, Rui Wang, Guo-Jun Qi, Jie Zhou:
Exploring the Robustness of Human Parsers Toward Common Corruptions. IEEE Trans. Image Process. 32: 5394-5407 (2023) - [j146]Kaige Li, Qichuan Geng, Maoxian Wan, Xiaochun Cao, Zhong Zhou:
Context and Spatial Feature Calibration for Real-Time Semantic Segmentation. IEEE Trans. Image Process. 32: 5465-5477 (2023) - [j145]Yushu Zhang, Wentao Zhou, Ruoyu Zhao, Xinpeng Zhang, Xiaochun Cao:
F-TPE: Flexible Thumbnail-Preserving Encryption Based on Multi-Pixel Sum-Preserving Encryption. IEEE Trans. Multim. 25: 5877-5891 (2023) - [j144]Qianqian Wang, Zhiqiang Tao, Wei Xia, Quanxue Gao, Xiaochun Cao, Licheng Jiao:
Adversarial Multiview Clustering Networks With Adaptive Fusion. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7635-7647 (2023) - [j143]Xiangli Xiao, Yushu Zhang, Youwen Zhu, Pengfei Hu, Xiaochun Cao:
FingerChain: Copyrighted Multi-Owner Media Sharing by Introducing Asymmetric Fingerprinting Into Blockchain. IEEE Trans. Netw. Serv. Manag. 20(3): 2869-2885 (2023) - [j142]Yikun Xu, Xingxing Wei, Pengwen Dai, Xiaochun Cao:
A2SC: Adversarial Attacks on Subspace Clustering. ACM Trans. Multim. Comput. Commun. Appl. 19(6): 1-23 (2023) - [j141]Ruoyu Chen, Jingzhi Li, Hua Zhang, Changchong Sheng, Li Liu, Xiaochun Cao:
Sim2Word: Explaining Similarity with Representative Attribute Words via Counterfactual Explanations. ACM Trans. Multim. Comput. Commun. Appl. 19(6): 220:1-220:22 (2023) - [j140]Xiangli Xiao, Yushu Zhang, Xuewen Dong, Liangmin Wang, Yong Xiang, Xiaochun Cao:
Fair Outsourcing Paid in Fiat Money Using Blockchain. IEEE Trans. Serv. Comput. 16(3): 1860-1873 (2023) - [c197]Bangyan He, Jian Liu, Yiming Li, Siyuan Liang, Jingzhi Li, Xiaojun Jia, Xiaochun Cao:
Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization. AAAI 2023: 764-772 - [c196]Yukun Zhang, Chuan Wang, Sanyi Zhang, Xiaochun Cao:
A Database for Multi-Modal Short Video Quality Assessment. ICASSP 2023: 1-5 - [c195]Aiping Zhang, Wenqi Ren, Yi Liu, Xiaochun Cao:
Lightweight Image Super-Resolution with Superpixel Token Interaction. ICCV 2023: 12682-12691 - [c194]Yuning Cui, Wenqi Ren, Xiaochun Cao, Alois Knoll:
Focal Network for Image Restoration. ICCV 2023: 12955-12965 - [c193]Liang Yang, Jiayi Wang, Dongxiao He, Chuan Wang, Xiaochun Cao, Bingxin Niu, Zhen Wang:
Graph Reciprocal Neural Networks by Abstracting Node as Attribute. ICDM 2023: 1463-1468 - [c192]Yuning Cui, Yi Tao, Zhenshan Bing, Wenqi Ren, Xinwei Gao, Xiaochun Cao, Kai Huang, Alois Knoll:
Selective Frequency Network for Image Restoration. ICLR 2023 - [c191]Yuning Cui, Wenqi Ren, Sining Yang, Xiaochun Cao, Alois Knoll:
IRNeXt: Rethinking Convolutional Network Design for Image Restoration. ICML 2023: 6545-6564 - [c190]Yuhan Chen, Yihong Luo, Jing Tang, Liang Yang, Siya Qiu, Chuan Wang, Xiaochun Cao:
LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity. IJCAI 2023: 3550-3558 - [c189]Bing Han, Jianshu Li, Wenqi Ren, Man Luo, Jian Liu, Xiaochun Cao:
SIGMA-DF: Single-Side Guided Meta-Learning for Deepfake Detection. ICMR 2023: 153-161 - [c188]Jiaming Zhuo, Can Cui, Kun Fu, Bingxin Niu, Dongxiao He, Yuanfang Guo, Zhen Wang, Chuan Wang, Xiaochun Cao, Liang Yang:
Propagation is All You Need: A New Framework for Representation Learning and Classifier Training on Graphs. ACM Multimedia 2023: 481-489 - [c187]Jiawei Liang, Siyuan Liang, Aishan Liu, Ke Ma, Jingzhi Li, Xiaochun Cao:
Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation. ACM Multimedia 2023: 768-778 - [c186]Liang Yang, Jiayi Wang, Tingting Zhang, Dongxiao He, Chuan Wang, Yuanfang Guo, Xiaochun Cao, Bingxin Niu, Zhen Wang:
Long Short-Term Graph Memory Against Class-imbalanced Over-smoothing. ACM Multimedia 2023: 2955-2963 - [c185]Wenxin Ni, Qianqian Xu, Yangbangyan Jiang, Zongsheng Cao, Xiaochun Cao, Qingming Huang:
PSNEA: Pseudo-Siamese Network for Entity Alignment between Multi-modal Knowledge Graphs. ACM Multimedia 2023: 3489-3497 - [c184]Jiarui Yang, Chuan Wang, Zeming Liu, Jiahong Wu, Dongsheng Wang, Liang Yang, Xiaochun Cao:
Focusing on Flexible Masks: A Novel Framework for Panoptic Scene Graph Generation with Relation Constraints. ACM Multimedia 2023: 4209-4218 - [c183]Yulu Wang, Pengwen Dai, Xiaojun Jia, Zhitao Zeng, Rui Li, Xiaochun Cao:
Hi-SIGIR: Hierachical Semantic-Guided Image-to-image Retrieval via Scene Graph. ACM Multimedia 2023: 6400-6409 - [c182]Siran Dai, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework. NeurIPS 2023 - [c181]Wenqiang Wang, Chongyang Du, Tao Wang, Kaihao Zhang, Wenhan Luo, Lin Ma, Wei Liu, Xiaochun Cao:
Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models. NeurIPS 2023 - [c180]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning. NeurIPS 2023 - [c179]Liang Yang, Runjie Shi, Qiuliang Zhang, Bingxin Niu, Zhen Wang, Xiaochun Cao, Chuan Wang:
Self-supervised Graph Neural Networks via Low-Rank Decomposition. NeurIPS 2023 - [c178]Liang Yang, Qiuliang Zhang, Runjie Shi, Wenmiao Zhou, Bingxin Niu, Chuan Wang, Xiaochun Cao, Dongxiao He, Zhen Wang, Yuanfang Guo:
Graph Neural Networks without Propagation. WWW 2023: 469-477 - [i92]Shuren Qi, Yushu Zhang, Chao Wang, Tao Xiang, Xiaochun Cao, Yong Xiang:
Representing Noisy Image Without Denoising. CoRR abs/2301.07409 (2023) - [i91]Ruoyu Zhao, Yushu Zhang, Tao Wang, Wenying Wen, Yong Xiang, Xiaochun Cao:
Visual Content Privacy Protection: A Survey. CoRR abs/2303.16552 (2023) - [i90]Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
Improving Fast Adversarial Training with Prior-Guided Knowledge. CoRR abs/2304.00202 (2023) - [i89]Yuhan Chen, Yihong Luo, Jing Tang, Liang Yang, Siya Qiu, Chuan Wang, Xiaochun Cao:
LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity. CoRR abs/2305.04225 (2023) - [i88]Wenyuan Yang, Yuguo Yin, Gongxi Zhu, Hanlin Gu, Lixin Fan, Xiaochun Cao, Qiang Yang:
FedZKP: Federated Model Ownership Verification with Zero-knowledge Proof. CoRR abs/2305.04507 (2023) - [i87]Wenyuan Yang, Gongxi Zhu, Yuguo Yin, Hanlin Gu, Lixin Fan, Qiang Yang, Xiaochun Cao:
FedSOV: Federated Model Secure Ownership Verification with Unforgeable Signature. CoRR abs/2305.06085 (2023) - [i86]Junpei Liao, Zhikai Chen, Liang Yi, Wenyuan Yang, Baoyuan Wu, Xiaochun Cao:
Inter-frame Accelerate Attack against Video Interpolation Models. CoRR abs/2305.06540 (2023) - [i85]Chao Wang, Shuren Qi, Zhiqiu Huang, Yushu Zhang, Xiaochun Cao:
Towards an Accurate and Secure Detector against Adversarial Perturbations. CoRR abs/2305.10856 (2023) - [i84]Junlong Mao, Huiyi Tang, Shanxiang Lyu, Zhengchun Zhou, Xiaochun Cao:
Content-Aware Quantization Index Modulation: Leveraging Data Statistics for Enhanced Image Watermarking. CoRR abs/2306.15896 (2023) - [i83]Jingfan Tan, Xiaoxu Chen, Tao Wang, Kaihao Zhang, Wenhan Luo, Xiaochun Cao:
Blind Face Restoration for Under-Display Camera via Dictionary Guided Transformer. CoRR abs/2308.10196 (2023) - [i82]Xiaojun Jia, Yuefeng Chen, Xiaofeng Mao, Ranjie Duan, Jindong Gu, Rong Zhang, Hui Xue, Xiaochun Cao:
Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging. CoRR abs/2308.11443 (2023) - [i81]Sanyi Zhang, Xiaochun Cao, Rui Wang, Guo-Jun Qi, Jie Zhou:
Exploring the Robustness of Human Parsers Towards Common Corruptions. CoRR abs/2309.00938 (2023) - [i80]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
A Unified Generalization Analysis of Re-Weighting and Logit-Adjustment for Imbalanced Learning. CoRR abs/2310.04752 (2023) - [i79]Xiaojun Jia, Jianshu Li, Jindong Gu, Yang Bai, Xiaochun Cao:
Fast Propagation is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks. CoRR abs/2310.15444 (2023) - [i78]Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip H. S. Torr:
A Survey on Transferability of Adversarial Examples across Deep Neural Networks. CoRR abs/2310.17626 (2023) - [i77]Siran Dai, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework. CoRR abs/2311.03055 (2023) - [i76]Peng Jin, Ryuichi Takanobu, Caiwan Zhang, Xiaochun Cao, Li Yuan:
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding. CoRR abs/2311.08046 (2023) - [i75]Yunxin Li, Baotian Hu, Wei Wang, Xiaochun Cao, Min Zhang:
Towards Vision Enhancing LLMs: Empowering Multimodal Knowledge Storage and Sharing in LLMs. CoRR abs/2311.15759 (2023) - [i74]Xiaojun Jia, Jindong Gu, Yihao Huang, Simeng Qin, Qing Guo, Yang Liu, Xiaochun Cao:
TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation. CoRR abs/2312.02207 (2023) - [i73]Dongchen Han, Xiaojun Jia, Yang Bai, Jindong Gu, Yang Liu, Xiaochun Cao:
OT-Attack: Enhancing Adversarial Transferability of Vision-Language Models via Optimal Transport Optimization. CoRR abs/2312.04403 (2023) - [i72]Bangyan He, Xiaojun Jia, Siyuan Liang, Tianrui Lou, Yang Liu, Xiaochun Cao:
SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation. CoRR abs/2312.04913 (2023) - [i71]Aishan Liu, Xinwei Zhang, Yisong Xiao, Yuguang Zhou, Siyuan Liang, Jiakai Wang, Xianglong Liu, Xiaochun Cao, Dacheng Tao:
Pre-trained Trojan Attacks for Visual Recognition. CoRR abs/2312.15172 (2023) - [i70]Xiaoxu Chen, Jingfan Tan, Tao Wang, Kaihao Zhang, Wenhan Luo, Xiaochun Cao:
Towards Real-World Blind Face Restoration with Generative Diffusion Prior. CoRR abs/2312.15736 (2023) - 2022
- [j139]Yuchen Jiang, Pengwen Dai, Pengcheng Fang, Ray Y. Zhong, Xiaoli Zhao, Xiaochun Cao:
A2-LSTM for predictive maintenance of industrial equipment based on machine learning. Comput. Ind. Eng. 172(Part): 108560 (2022) - [j138]Xiaoting Wu, Xiaoyi Feng, Xiaochun Cao, Xin Xu, Dewen Hu, Miguel Bordallo López, Li Liu:
Facial Kinship Verification: A Comprehensive Review and Outlook. Int. J. Comput. Vis. 130(6): 1494-1525 (2022) - [j137]Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang:
Not All Samples are Trustworthy: Towards Deep Robust SVP Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3154-3169 (2022) - [j136]Wenqi Ren, Jiawei Zhang, Jinshan Pan, Sifei Liu, Jimmy S. Ren, Junping Du, Xiaochun Cao, Ming-Hsuan Yang:
Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 3974-3987 (2022) - [j135]Ke Ma, Qianqian Xu, Jinshan Zeng, Xiaochun Cao, Qingming Huang:
Poisoning Attack Against Estimating From Pairwise Comparisons. IEEE Trans. Pattern Anal. Mach. Intell. 44(10): 6393-6408 (2022) - [j134]Zhiyong Yang, Qianqian Xu, Shilong Bao, Xiaochun Cao, Qingming Huang:
Learning With Multiclass AUC: Theory and Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 7747-7763 (2022) - [j133]Xiaobin Hu, Wenqi Ren, Jiaolong Yang, Xiaochun Cao, David Wipf, Bjoern H. Menze, Xin Tong, Hongbin Zha:
Face Restoration via Plug-and-Play 3D Facial Priors. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 8910-8926 (2022) - [j132]Liang Yang, Yuanfang Guo, Junhua Gu, Di Jin, Bo Yang, Xiaochun Cao:
Probabilistic Graph Convolutional Network via Topology-Constrained Latent Space Model. IEEE Trans. Cybern. 52(4): 2123-2136 (2022) - [j131]Jingang Zhang, Wenqi Ren, Shengdong Zhang, He Zhang, Yunfeng Nie, Zhe Xue, Xiaochun Cao:
Hierarchical Density-Aware Dehazing Network. IEEE Trans. Cybern. 52(10): 11187-11199 (2022) - [j130]Yuchen Jiang, Pengwen Dai, Pengcheng Fang, Ray Y. Zhong, Xiaochun Cao:
Electrical-STGCN: An Electrical Spatio-Temporal Graph Convolutional Network for Intelligent Predictive Maintenance. IEEE Trans. Ind. Informatics 18(12): 8509-8518 (2022) - [j129]Weilei Wen, Wenqi Ren, Yinghuan Shi, Yunfeng Nie, Jingang Zhang, Xiaochun Cao:
Video Super-Resolution via a Spatio-Temporal Alignment Network. IEEE Trans. Image Process. 31: 1761-1773 (2022) - [j128]Pengwen Dai, Siyuan Yao, Zekun Li, Sanyi Zhang, Xiaochun Cao:
ACE: Anchor-Free Corner Evolution for Real-Time Arbitrarily-Oriented Object Detection. IEEE Trans. Image Process. 31: 4076-4089 (2022) - [j127]Xiaojun Jia, Yong Zhang, Baoyuan Wu, Jue Wang, Xiaochun Cao:
Boosting Fast Adversarial Training With Learnable Adversarial Initialization. IEEE Trans. Image Process. 31: 4417-4430 (2022) - [j126]Jun Luo, Wenqi Ren, Tao Wang, Chongyi Li, Xiaochun Cao:
Under-Display Camera Image Enhancement via Cascaded Curve Estimation. IEEE Trans. Image Process. 31: 4856-4868 (2022) - [j125]Sanyi Zhang, Xiaochun Cao, Guo-Jun Qi, Zhanjie Song, Jie Zhou:
AIParsing: Anchor-Free Instance-Level Human Parsing. IEEE Trans. Image Process. 31: 5599-5612 (2022) - [j124]Hong Mo, Wenqi Ren, Xiong Zhang, Feihu Yan, Zhong Zhou, Xiaochun Cao, Wei Wu:
Attention-Guided Collaborative Counting. IEEE Trans. Image Process. 31: 6306-6319 (2022) - [j123]Runmin Cong, Qinwei Lin, Chen Zhang, Chongyi Li, Xiaochun Cao, Qingming Huang, Yao Zhao:
CIR-Net: Cross-Modality Interaction and Refinement for RGB-D Salient Object Detection. IEEE Trans. Image Process. 31: 6800-6815 (2022) - [j122]Pengwen Dai, Yang Li, Hua Zhang, Jingzhi Li, Xiaochun Cao:
Accurate Scene Text Detection Via Scale-Aware Data Augmentation and Shape Similarity Constraint. IEEE Trans. Multim. 24: 1883-1895 (2022) - [j121]Shirui Luo, Xiaochun Cao:
Multiview Subspace Dual Clustering. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7425-7437 (2022) - [c177]Yiming Li, Linghui Zhu, Xiaojun Jia, Yong Jiang, Shu-Tao Xia, Xiaochun Cao:
Defending against Model Stealing via Verifying Embedded External Features. AAAI 2022: 1464-1472 - [c176]Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao:
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing. AAAI 2022: 4327-4336 - [c175]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Geometry Interaction Knowledge Graph Embeddings. AAAI 2022: 5521-5529 - [c174]Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
LAS-AT: Adversarial Training with Learnable Attack Strategy. CVPR 2022: 13388-13398 - [c173]Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao:
Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal. ECCV (14) 2022: 1-17 - [c172]Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
Prior-Guided Adversarial Initialization for Fast Adversarial Training. ECCV (4) 2022: 567-584 - [c171]Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao:
A Large-Scale Multiple-objective Method for Black-box Attack Against Object Detection. ECCV (4) 2022: 619-636 - [c170]Xuezhi Tong, Rui Wang, Chuan Wang, Sanyi Zhang, Xiaochun Cao:
PMP-NET: Rethinking Visual Context for Scene Graph Generation. ICASSP 2022: 1940-1944 - [c169]Junyu Chen, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
A Unified Framework against Topology and Class Imbalance. ACM Multimedia 2022: 180-188 - [c168]Junyu Chen, Qianqian Xu, Zhiyong Yang, Ke Ma, Xiaochun Cao, Qingming Huang:
Recurrent Meta-Learning against Generalized Cold-start Problem in CTR Prediction. ACM Multimedia 2022: 2636-2644 - [c167]Zitai Wang, Qianqian Xu, Ke Ma, Xiaochun Cao, Qingming Huang:
Confederated Learning: Going Beyond Centralization. ACM Multimedia 2022: 2939-2947 - [c166]Liang Yang, Weihang Peng, Wenmiao Zhou, Bingxin Niu, Junhua Gu, Chuan Wang, Yuanfang Guo, Dongxiao He, Xiaochun Cao:
Difference Residual Graph Neural Networks. ACM Multimedia 2022: 3356-3364 - [c165]Siyuan Liang, Aishan Liu, Jiawei Liang, Longkang Li, Yang Bai, Xiaochun Cao:
Imitated Detectors: Stealing Knowledge of Black-box Object Detectors. ACM Multimedia 2022: 4839-4847 - [c164]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm. NeurIPS 2022 - [c163]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport. NeurIPS 2022 - [c162]Shangquan Sun, Wenqi Ren, Tao Wang, Xiaochun Cao:
Rethinking Image Restoration for Object Detection. NeurIPS 2022 - [c161]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OpenAUC: Towards AUC-Oriented Open-Set Recognition. NeurIPS 2022 - [c160]Liang Yang, Lina Kang, Qiuliang Zhang, Mengzhe Li, Bingxin Niu, Dongxiao He, Zhen Wang, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
OPEN: Orthogonal Propagation with Ego-Network Modeling. NeurIPS 2022 - [c159]Liang Yang, Wenmiao Zhou, Weihang Peng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Dongxiao He:
Graph Neural Networks Beyond Compromise Between Attribute and Topology. WWW 2022: 1127-1135 - [i69]Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao:
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection. CoRR abs/2201.08970 (2022) - [i68]Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao:
A Principled Design of Image Representation: Towards Forensic Tasks. CoRR abs/2203.00913 (2022) - [i67]Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
LAS-AT: Adversarial Training with Learnable Attack Strategy. CoRR abs/2203.06616 (2022) - [i66]Yushu Zhang, Nuo Chen, Shuren Qi, Mingfu Xue, Xiaochun Cao:
Detecting Recolored Image by Spatial Correlation. CoRR abs/2204.10973 (2022) - [i65]Zechen Liang, Yuan-Gen Wang, Wei Lu, Xiaochun Cao:
ADT-SSL: Adaptive Dual-Threshold for Semi-Supervised Learning. CoRR abs/2205.10571 (2022) - [i64]Xiao Dong, Xunlin Zhan, Yunchao Wei, Xiaoyong Wei, Yaowei Wang, Minlong Lu, Xiaochun Cao, Xiaodan Liang:
Entity-Graph Enhanced Cross-Modal Pretraining for Instance-level Product Retrieval. CoRR abs/2206.08842 (2022) - [i63]Shilong Bao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling. CoRR abs/2206.11549 (2022) - [i62]Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Two-way Partial AUC with an End-to-end Framework. CoRR abs/2206.11655 (2022) - [i61]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Geometry Interaction Knowledge Graph Embeddings. CoRR abs/2206.12418 (2022) - [i60]Sanyi Zhang, Xiaochun Cao, Guo-Jun Qi, Zhanjie Song, Jie Zhou:
AIParsing: Anchor-free Instance-level Human Parsing. CoRR abs/2207.06854 (2022) - [i59]Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao:
Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal. CoRR abs/2207.08178 (2022) - [i58]Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao:
Prior-Guided Adversarial Initialization for Fast Adversarial Training. CoRR abs/2207.08859 (2022) - [i57]Yiming Li, Linghui Zhu, Xiaojun Jia, Yang Bai, Yong Jiang, Shu-Tao Xia, Xiaochun Cao:
MOVE: Effective and Harmless Ownership Verification via Embedded External Features. CoRR abs/2208.02820 (2022) - [i56]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
Optimizing Partial Area Under the Top-k Curve: Theory and Practice. CoRR abs/2209.01398 (2022) - [i55]Ke Ma, Qianqian Xu, Jinshan Zeng, Guorong Li, Xiaochun Cao, Qingming Huang:
A Tale of HodgeRank and Spectral Method: Target Attack Against Rank Aggregation Is the Fixed Point of Adversarial Game. CoRR abs/2209.05742 (2022) - [i54]Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao:
A Large-scale Multiple-objective Method for Black-box Attack against Object Detection. CoRR abs/2209.07790 (2022) - [i53]Yushu Zhang, Jiahao Zhu, Mingfu Xue, Xinpeng Zhang, Xiaochun Cao:
Adaptive 3D Mesh Steganography Based on Feature-Preserving Distortion. CoRR abs/2209.08884 (2022) - [i52]Jiawei Liang, Siyuan Liang, Aishan Liu, Mingli Zhu, Danni Yuan, Chenye Xu, Xiaochun Cao:
Rethinking Data Augmentation in Knowledge Distillation for Object Detection. CoRR abs/2209.09841 (2022) - [i51]Yangbangyan Jiang, Xiaodan Li, Yuefeng Chen, Yuan He, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
MaxMatch: Semi-Supervised Learning with Worst-Case Consistency. CoRR abs/2209.12611 (2022) - [i50]Shilong Bao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm. CoRR abs/2209.15292 (2022) - [i49]Runmin Cong, Qinwei Lin, Chen Zhang, Chongyi Li, Xiaochun Cao, Qingming Huang, Yao Zhao:
CIR-Net: Cross-modality Interaction and Refinement for RGB-D Salient Object Detection. CoRR abs/2210.02843 (2022) - [i48]Zitai Wang, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, Qingming Huang:
OpenAUC: Towards AUC-Oriented Open-Set Recognition. CoRR abs/2210.13458 (2022) - [i47]Longkang Li, Siyuan Liang, Zihao Zhu, Xiaochun Cao, Chris Ding, Hongyuan Zha, Baoyuan Wu:
Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning. CoRR abs/2210.17178 (2022) - [i46]Tao Wang, Kaihao Zhang, Xuanxi Chen, Wenhan Luo, Jiankang Deng, Tong Lu, Xiaochun Cao, Wei Liu, Hongdong Li, Stefanos Zafeiriou:
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal. CoRR abs/2211.02831 (2022) - 2021
- [j120]Siyuan Li, Wenqi Ren, Feng Wang, Iago Breno Araujo, Eric K. Tokuda, Roberto Hirata Junior, Roberto M. Cesar Jr., Zhangyang Wang, Xiaochun Cao:
A Comprehensive Benchmark Analysis of Single Image Deraining: Current Challenges and Future Perspectives. Int. J. Comput. Vis. 129(4): 1301-1322 (2021) - [j119]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
Evaluating Visual Properties via Robust HodgeRank. Int. J. Comput. Vis. 129(5): 1732-1753 (2021) - [j118]Xiaoting Fan, Jianjun Lei, Jie Liang, Yuming Fang, Xiaochun Cao, Nam Ling:
Unsupervised stereoscopic image retargeting via view synthesis and stereo cycle consistency losses. Neurocomputing 447: 161-171 (2021) - [j117]Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul W. Fieguth, Xiaochun Cao, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi:
A review of uncertainty quantification in deep learning: Techniques, applications and challenges. Inf. Fusion 76: 243-297 (2021) - [j116]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 4094-4110 (2021) - [j115]Jiahao Zhu, Yushu Zhang, Xinpeng Zhang, Xiaochun Cao:
Gaussian Model for 3D Mesh Steganography. IEEE Signal Process. Lett. 28: 1729-1733 (2021) - [j114]Bing Han, Xiaoguang Han, Hua Zhang, Jingzhi Li, Xiaochun Cao:
Fighting Fake News: Two Stream Network for Deepfake Detection via Learnable SRM. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 320-331 (2021) - [j113]Sanyi Zhang, Guo-Jun Qi, Xiaochun Cao, Zhanjie Song, Jie Zhou:
Human Parsing With Pyramidical Gather-Excite Context. IEEE Trans. Circuits Syst. Video Technol. 31(3): 1016-1030 (2021) - [j112]Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, Sam Kwong:
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images. IEEE Trans. Image Process. 30: 1305-1317 (2021) - [j111]Pengwen Dai, Hua Zhang, Xiaochun Cao:
SLOAN: Scale-Adaptive Orientation Attention Network for Scene Text Recognition. IEEE Trans. Image Process. 30: 1687-1701 (2021) - [j110]Siyuan Yao, Hua Zhang, Wenqi Ren, Chao Ma, Xiaoguang Han, Xiaochun Cao:
Robust Online Tracking via Contrastive Spatio-Temporal Aware Network. IEEE Trans. Image Process. 30: 1989-2002 (2021) - [j109]Siyuan Yao, Xiaoguang Han, Hua Zhang, Xiao Wang, Xiaochun Cao:
Learning Deep Lucas-Kanade Siamese Network for Visual Tracking. IEEE Trans. Image Process. 30: 4814-4827 (2021) - [j108]Yanyang Yan, Wenqi Ren, Xiaobin Hu, Kun Li, Haifeng Shen, Xiaochun Cao:
SRGAT: Single Image Super-Resolution With Graph Attention Network. IEEE Trans. Image Process. 30: 4905-4918 (2021) - [j107]Weike Jin, Zhou Zhao, Xiaochun Cao, Jieming Zhu, Xiuqiang He, Yueting Zhuang:
Adaptive Spatio-Temporal Graph Enhanced Vision-Language Representation for Video QA. IEEE Trans. Image Process. 30: 5477-5489 (2021) - [j106]Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size. IEEE Trans. Knowl. Data Eng. 33(6): 2467-2478 (2021) - [j105]Zhaopeng Li, Qianqian Xu, Yangbangyan Jiang, Ke Ma, Xiaochun Cao, Qingming Huang:
Neural Collaborative Preference Learning With Pairwise Comparisons. IEEE Trans. Multim. 23: 1977-1989 (2021) - [j104]Bo Jiang, Yuan Zhang, Bin Luo, Xiaochun Cao, Jin Tang:
STGL: Spatial-Temporal Graph Representation and Learning for Visual Tracking. IEEE Trans. Multim. 23: 2162-2171 (2021) - [j103]Hongwei Yang, Hui He, Weizhe Zhang, Xiaochun Cao:
FedSteg: A Federated Transfer Learning Framework for Secure Image Steganalysis. IEEE Trans. Netw. Sci. Eng. 8(2): 1084-1094 (2021) - [j102]Rui Wang, Dong Liang, Xiaochun Cao, Yuanfang Guo:
Semantic Correspondence with Geometric Structure Analysis. ACM Trans. Multim. Comput. Commun. Appl. 17(3): 83:1-83:21 (2021) - [c158]Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang:
Deep Partial Rank Aggregation for Personalized Attributes. AAAI 2021: 678-688 - [c157]Yangbangyan Jiang, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models. AAAI 2021: 1708-1716 - [c156]Liang Yang, Chuan Wang, Junhua Gu, Xiaochun Cao, Bingxin Niu:
Why Do Attributes Propagate in Graph Convolutional Neural Networks? AAAI 2021: 4590-4598 - [c155]Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Dual Quaternion Knowledge Graph Embeddings. AAAI 2021: 6894-6902 - [c154]Xiao Wang, Siyuan Yao, Pengwen Dai, Rui Wang, Xiaochun Cao:
Updated Paired Regions for Shadow Detection from Single Image. BMVC 2021: Article 32 - [c153]Pengwen Dai, Sanyi Zhang, Hua Zhang, Xiaochun Cao:
Progressive Contour Regression for Arbitrary-Shape Scene Text Detection. CVPR 2021: 7393-7402 - [c152]Zhuoran Zheng, Wenqi Ren, Xiaochun Cao, Xiaobin Hu, Tao Wang, Fenglong Song, Xiuyi Jia:
Ultra-High-Definition Image Dehazing via Multi-Guided Bilateral Learning. CVPR 2021: 16185-16194 - [c151]Xiaobin Hu, Wenqi Ren, Kaicheng Yu, Kaihao Zhang, Xiaochun Cao, Wei Liu, Bjoern H. Menze:
Pyramid Architecture Search for Real-Time Image Deblurring. ICCV 2021: 4278-4287 - [c150]Zhuoran Zheng, Wenqi Ren, Xiaochun Cao, Tao Wang, Xiuyi Jia:
Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning. ICCV 2021: 4429-4438 - [c149]Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, Xiaochun Cao:
Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection. ICCV 2021: 7677-7687 - [c148]Senyou Deng, Wenqi Ren, Yanyang Yan, Tao Wang, Fenglong Song, Xiaochun Cao:
Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring. ICCV 2021: 14010-14019 - [c147]Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang:
When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC. ICML 2021: 11820-11829 - [c146]Junkun Qi, Rui Wang, Chuan Wang, Xiaochun Cao:
Coarse-to-Fine Visual Place Recognition. ICONIP (4) 2021: 28-39 - [c145]Fan Shi, Rui Wang, Sanyi Zhang, Xiaochun Cao:
Few-Shot Classification with Multi-task Self-supervised Learning. ICONIP (4) 2021: 224-236 - [c144]Yikun Xu, Pengwen Dai, Xiaochun Cao:
Less Is Better: Fooling Scene Text Recognition with Minimal Perturbations. ICONIP (6) 2021: 537-544 - [c143]Liang Yang, Fan Wu, Zichen Zheng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
Heterogeneous Graph Information Bottleneck. IJCAI 2021: 1638-1645 - [c142]Qianqian Wang, Wei Xia, Zhiqiang Tao, Quanxue Gao, Xiaochun Cao:
Deep Self-Supervised t-SNE for Multi-modal Subspace Clustering. ACM Multimedia 2021: 1748-1755 - [c141]Zitai Wang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Implicit Feedbacks are Not Always Favorable: Iterative Relabeled One-Class Collaborative Filtering against Noisy Interactions. ACM Multimedia 2021: 3070-3078 - [c140]Jingzhi Li, Lutong Han, Ruoyu Chen, Hua Zhang, Bing Han, Lili Wang, Xiaochun Cao:
Identity-Preserving Face Anonymization via Adaptively Facial Attributes Obfuscation. ACM Multimedia 2021: 3891-3899 - [c139]Liang Yang, Mengzhe Li, Liyang Liu, Bingxin Niu, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
Diverse Message Passing for Attribute with Heterophily. NeurIPS 2021: 4751-4763 - [i45]Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao:
A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation. CoRR abs/2103.14799 (2021) - [i44]Binyi Su, Zhong Zhou, Haiyong Chen, Xiaochun Cao:
SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation. CoRR abs/2104.04953 (2021) - [i43]Ke Ma, Qianqian Xu, Jinshan Zeng, Xiaochun Cao, Qingming Huang:
Poisoning Attack against Estimating from Pairwise Comparisons. CoRR abs/2107.01854 (2021) - [i42]Pengwen Dai, Xiaochun Cao:
Comprehensive Studies for Arbitrary-shape Scene Text Detection. CoRR abs/2107.11800 (2021) - [i41]Zhiyong Yang, Qianqian Xu, Shilong Bao, Xiaochun Cao, Qingming Huang:
Learning with Multiclass AUC: Theory and Algorithms. CoRR abs/2107.13171 (2021) - [i40]Xiaojun Jia, Huanqian Yan, Yonglin Wu, Xingxing Wei, Xiaochun Cao, Yong Zhang:
An Effective and Robust Detector for Logo Detection. CoRR abs/2108.00422 (2021) - [i39]Xiaojun Jia, Yong Zhang, Baoyuan Wu, Jue Wang, Xiaochun Cao:
Boosting Fast Adversarial Training with Learnable Adversarial Initialization. CoRR abs/2110.05007 (2021) - [i38]Yiming Li, Linghui Zhu, Xiaojun Jia, Yong Jiang, Shu-Tao Xia, Xiaochun Cao:
Defending against Model Stealing via Verifying Embedded External Features. CoRR abs/2112.03476 (2021) - 2020
- [j101]Wenqi Ren, Jinshan Pan, Hua Zhang, Xiaochun Cao, Ming-Hsuan Yang:
Single Image Dehazing via Multi-scale Convolutional Neural Networks with Holistic Edges. Int. J. Comput. Vis. 128(1): 240-259 (2020) - [j100]Changqing Zhang, Huazhu Fu, Jing Wang, Wen Li, Xiaochun Cao, Qinghua Hu:
Tensorized Multi-view Subspace Representation Learning. Int. J. Comput. Vis. 128(8): 2344-2361 (2020) - [j99]Changqing Zhang, Huazhu Fu, Qinghua Hu, Xiaochun Cao, Yuan Xie, Dacheng Tao, Dong Xu:
Generalized Latent Multi-View Subspace Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 42(1): 86-99 (2020) - [j98]Sanyi Zhang, Zhanjie Song, Xiaochun Cao, Hua Zhang, Jie Zhou:
Task-Aware Attention Model for Clothing Attribute Prediction. IEEE Trans. Circuits Syst. Video Technol. 30(4): 1051-1064 (2020) - [j97]Xiaochun Cao, Yicong Zhou, Jing-Ming Guo:
Guest Editorial Introduction to Special Section on Modern Reversible Data Hiding and Watermarking. IEEE Trans. Circuits Syst. Video Technol. 30(8): 2297-2299 (2020) - [j96]Luo Wang, Xueming Qian, Yuting Zhang, Jialie Shen, Xiaochun Cao:
Enhancing Sketch-Based Image Retrieval by CNN Semantic Re-ranking. IEEE Trans. Cybern. 50(7): 3330-3342 (2020) - [j95]Qingbo Wu, Wenqi Ren, Xiaochun Cao:
Learning Interleaved Cascade of Shrinkage Fields for Joint Image Dehazing and Denoising. IEEE Trans. Image Process. 29: 1788-1801 (2020) - [j94]Qingbo Wu, Jingang Zhang, Wenqi Ren, Wangmeng Zuo, Xiaochun Cao:
Accurate Transmission Estimation for Removing Haze and Noise From a Single Image. IEEE Trans. Image Process. 29: 2583-2597 (2020) - [j93]Chuan Wang, Huazhu Fu, Liang Yang, Xiaochun Cao:
Text Co-Detection in Multi-View Scene. IEEE Trans. Image Process. 29: 4627-4642 (2020) - [j92]Hong Mo, Wenqi Ren, Yuan Xiong, Xiaoqi Pan, Zhong Zhou, Xiaochun Cao, Wei Wu:
Background Noise Filtering and Distribution Dividing for Crowd Counting. IEEE Trans. Image Process. 29: 8199-8212 (2020) - [j91]Pengwen Dai, Hua Zhang, Xiaochun Cao:
Deep Multi-Scale Context Aware Feature Aggregation for Curved Scene Text Detection. IEEE Trans. Multim. 22(8): 1969-1984 (2020) - [c138]Qianqian Xu, Jiechao Xiong, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
Who Likes What? - SplitLBI in Exploring Preferential Diversity of Ratings. AAAI 2020: 262-269 - [c137]Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao:
Efficient Adversarial Attacks for Visual Object Tracking. ECCV (26) 2020: 34-50 - [c136]Ben Niu, Weilei Wen, Wenqi Ren, Xiangde Zhang, Lianping Yang, Shuzhen Wang, Kaihao Zhang, Xiaochun Cao, Haifeng Shen:
Single Image Super-Resolution via a Holistic Attention Network. ECCV (12) 2020: 191-207 - [c135]Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern H. Menze, Wei Liu:
Face Super-Resolution Guided by 3D Facial Priors. ECCV (4) 2020: 763-780 - [c134]Liang Yang, Junhua Gu, Chuan Wang, Xiaochun Cao, Lu Zhai, Di Jin, Yuanfang Guo:
Toward Unsupervised Graph Neural Network: Interactive Clustering and Embedding via Optimal Transport. ICDM 2020: 1358-1363 - [c133]Jingzhi Li, Lutong Han, Hua Zhang, Xiaoguang Han, Jingguo Ge, Xiaochun Cao:
Learning Disentangled Representations for Identity Preserving Surveillance Face Camouflage. ICPR 2020: 9748-9755 - [c132]Liang Yang, Yuexue Wang, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
JANE: Jointly Adversarial Network Embedding. IJCAI 2020: 1381-1387 - [c131]Zhaopeng Li, Qianqian Xu, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang:
Quaternion-Based Knowledge Graph Network for Recommendation. ACM Multimedia 2020: 880-888 - [c130]Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Xiaoguang Han:
Adv-watermark: A Novel Watermark Perturbation for Adversarial Examples. ACM Multimedia 2020: 1579-1587 - [c129]Liang Yang, Fan Wu, Junhua Gu, Chuan Wang, Xiaochun Cao, Di Jin, Yuanfang Guo:
Graph Attention Topic Modeling Network. WWW 2020: 144-154 - [i37]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction. CoRR abs/2004.13930 (2020) - [i36]Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern H. Menze, Wei Liu:
Face Super-Resolution Guided by 3D Facial Priors. CoRR abs/2007.09454 (2020) - [i35]Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao:
Efficient Adversarial Attacks for Visual Object Tracking. CoRR abs/2008.00217 (2020) - [i34]Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Xiaoguang Han:
Adv-watermark: A Novel Watermark Perturbation for Adversarial Examples. CoRR abs/2008.01919 (2020) - [i33]Ben Niu, Weilei Wen, Wenqi Ren, Xiangde Zhang, Lianping Yang, Shuzhen Wang, Kaihao Zhang, Xiaochun Cao, Haifeng Shen:
Single Image Super-Resolution via a Holistic Attention Network. CoRR abs/2008.08767 (2020) - [i32]Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul W. Fieguth, Xiaochun Cao, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi:
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges. CoRR abs/2011.06225 (2020) - [i31]Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, Sam Kwong:
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images. CoRR abs/2011.13144 (2020)
2010 – 2019
- 2019
- [j90]Fan Zhang, Wen Chen, Tao Li, Xiaochun Cao, Haipeng Peng:
An Antigen Space Triangulation Coverage Based Real-Value Negative Selection Algorithm. IEEE Access 7: 51886-51898 (2019) - [j89]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation. IEEE Trans. Pattern Anal. Mach. Intell. 41(4): 844-856 (2019) - [j88]Runmin Cong, Jianjun Lei, Huazhu Fu, Weisi Lin, Qingming Huang, Xiaochun Cao, Chunping Hou:
An Iterative Co-Saliency Framework for RGBD Images. IEEE Trans. Cybern. 49(1): 233-246 (2019) - [j87]Yanyang Yan, Wenqi Ren, Xiaochun Cao:
Recolored Image Detection via a Deep Discriminative Model. IEEE Trans. Inf. Forensics Secur. 14(1): 5-17 (2019) - [j86]Wenqi Ren, Jingang Zhang, Xiangyu Xu, Lin Ma, Xiaochun Cao, Gaofeng Meng, Wei Liu:
Deep Video Dehazing With Semantic Segmentation. IEEE Trans. Image Process. 28(4): 1895-1908 (2019) - [j85]Wenqi Ren, Sifei Liu, Lin Ma, Qianqian Xu, Xiangyu Xu, Xiaochun Cao, Junping Du, Ming-Hsuan Yang:
Low-Light Image Enhancement via a Deep Hybrid Network. IEEE Trans. Image Process. 28(9): 4364-4375 (2019) - [j84]Hua Zhang, Peng She, Yong Liu, Jianhou Gan, Xiaochun Cao, Hassan Foroosh:
Learning Structural Representations via Dynamic Object Landmarks Discovery for Sketch Recognition and Retrieval. IEEE Trans. Image Process. 28(9): 4486-4499 (2019) - [j83]Zhiyong Yang, Qianqian Xu, Weigang Zhang, Xiaochun Cao, Qingming Huang:
Split Multiplicative Multi-View Subspace Clustering. IEEE Trans. Image Process. 28(10): 5147-5160 (2019) - [j82]Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Nam Ling:
HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images. IEEE Trans. Multim. 21(7): 1660-1671 (2019) - [c128]Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao:
Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin. AAAI 2019: 2978-2985 - [c127]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Learning Personalized Attribute Preference via Multi-Task AUC Optimization. AAAI 2019: 5660-5667 - [c126]Ke Ma, Qianqian Xu, Xiaochun Cao:
Robust Ordinal Embedding from Contaminated Relative Comparisons. AAAI 2019: 7908-7915 - [c125]Xuezhi Tong, Rui Wang, Xiaochun Cao, Wenqi Ren:
Semantic Correlations Loss: Improving Model Interpretability for Multi-class Classification. IEEE BigData 2019: 5070-5079 - [c124]Cong Zou, Rui Wang, Xiaochun Cao, Feixiao Lv:
Weighted Focus-Attention Deep Network for Fine-grained Image Classification. IEEE BigData 2019: 5116-5125 - [c123]Pooyan Balouchian, Marjaneh Safaei, Xiaochun Cao, Hassan Foroosh:
An Unsupervised Subspace Ranking Method for Continuous Emotions in Face Images. BMVC 2019: Article 193 - [c122]Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Marcondes Cesar Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao:
Single Image Deraining: A Comprehensive Benchmark Analysis. CVPR 2019: 3838-3847 - [c121]Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Hassan Foroosh:
ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples. CVPR 2019: 6084-6092 - [c120]Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao:
Deep Robust Subjective Visual Property Prediction in Crowdsourcing. CVPR 2019: 8993-9001 - [c119]Tong Li, Chuan Wang, Xiaochun Cao:
Deep Crowd Counting In Congested Scenes Through Refine Modules. DSAA 2019: 183-192 - [c118]Wenqi Ren, Jiaolong Yang, Senyou Deng, David P. Wipf, Xiaochun Cao, Xin Tong:
Face Video Deblurring Using 3D Facial Priors. ICCV 2019: 9387-9396 - [c117]Xingxing Wei, Siyuan Liang, Ning Chen, Xiaochun Cao:
Transferable Adversarial Attacks for Image and Video Object Detection. IJCAI 2019: 954-960 - [c116]Liang Yang, Zesheng Kang, Xiaochun Cao, Di Jin, Bo Yang, Yuanfang Guo:
Topology Optimization based Graph Convolutional Network. IJCAI 2019: 4054-4061 - [c115]Zitai Wang, Qianqian Xu, Ke Ma, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang:
Adversarial Preference Learning with Pairwise Comparisons. ACM Multimedia 2019: 656-664 - [c114]Yangbangyan Jiang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Duet Robust Deep Subspace Clustering. ACM Multimedia 2019: 1596-1604 - [c113]Shilong Bao, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Collaborative Preference Embedding against Sparse Labels. ACM Multimedia 2019: 2079-2087 - [c112]Qianqian Xu, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
iSplit LBI: Individualized Partial Ranking with Ties via Split LBI. NeurIPS 2019: 3896-3906 - [c111]Zhiyong Yang, Qianqian Xu, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang:
Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer. NeurIPS 2019: 5846-5857 - [c110]Yangbangyan Jiang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
DM2C: Deep Mixed-Modal Clustering. NeurIPS 2019: 5880-5890 - [i30]Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao:
Deep Robust Subjective Visual Property Prediction in Crowdsourcing. CoRR abs/1903.03956 (2019) - [i29]Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Marcondes Cesar Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao:
Single Image Deraining: A Comprehensive Benchmark Analysis. CoRR abs/1903.08558 (2019) - [i28]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Learning Personalized Attribute Preference via Multi-task AUC Optimization. CoRR abs/1906.07341 (2019) - [i27]Xiaojun Jia, Xingxing Wei, Xiaochun Cao:
Identifying and Resisting Adversarial Videos Using Temporal Consistency. CoRR abs/1909.04837 (2019) - [i26]Qianqian Xu, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
iSplit LBI: Individualized Partial Ranking with Ties via Split LBI. CoRR abs/1910.05905 (2019) - [i25]Ke Ma, Jinshan Zeng, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size. CoRR abs/1912.00362 (2019) - 2018
- [j81]Qichuan Geng, Zhong Zhou, Xiaochun Cao:
Survey of recent progress in semantic image segmentation with CNNs. Sci. China Inf. Sci. 61(5): 051101:1-051101:18 (2018) - [j80]Chenglong Li, Xiaohao Wu, Nan Zhao, Xiaochun Cao, Jin Tang:
Fusing two-stream convolutional neural networks for RGB-T object tracking. Neurocomputing 281: 78-85 (2018) - [j79]Sanyi Zhang, Si Liu, Xiaochun Cao, Zhanjie Song, Jie Zhou:
Watch fashion shows to tell clothing attributes. Neurocomputing 282: 98-110 (2018) - [j78]Jingshu Lv, Pei Yang, Wen Chen, Xiaochun Cao, Tao Li:
基于免疫的区块链eclipse攻击的异常检测 (Abnormal Detection of Eclipse Attacks on Blockchain Based on Immunity). 计算机科学 45(2): 8-14 (2018) - [j77]Yawei An, Xiaochun Cao, Shun Luo:
面向语料的领域主题词表构建算法 (Construction Method of Domain Subject Thesaurus Based on Corpus). 计算机科学 45(6A): 396-397 (2018) - [j76]Zhiyong Chen, Si Liu, Yanlong Zhai, Jia Lin, Xiaochun Cao, Liang Yang:
Human parsing by weak structural label. Multim. Tools Appl. 77(15): 19795-19809 (2018) - [j75]Wenhuan Lu, Zonglei Chen, Ling Li, Xiaochun Cao, Jianguo Wei, Naixue Xiong, Jian Li, Jianwu Dang:
Watermarking Based on Compressive Sensing for Digital Speech Detection and Recovery. Sensors 18(7): 2390 (2018) - [j74]Wei Wang, Chunping Wang, Si Liu, Tianzhu Zhang, Xiaochun Cao:
Robust Target Tracking by Online Random Forests and Superpixels. IEEE Trans. Circuits Syst. Video Technol. 28(7): 1609-1622 (2018) - [j73]Jianjun Lei, Bo Peng, Changqing Zhang, Xuguang Mei, Xiaochun Cao, Xiaoting Fan, Xuelong Li:
Shape-Preserving Object Depth Control for Stereoscopic Images. IEEE Trans. Circuits Syst. Video Technol. 28(12): 3333-3344 (2018) - [j72]Yuanfang Guo, Xiaochun Cao, Wei Zhang, Rui Wang:
Fake Colorized Image Detection. IEEE Trans. Inf. Forensics Secur. 13(8): 1932-1944 (2018) - [j71]Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Chunping Hou:
Co-Saliency Detection for RGBD Images Based on Multi-Constraint Feature Matching and Cross Label Propagation. IEEE Trans. Image Process. 27(2): 568-579 (2018) - [j70]Yuanfang Guo, Oscar C. Au, Rui Wang, Lu Fang, Xiaochun Cao:
Halftone Image Watermarking by Content Aware Double-Sided Embedding Error Diffusion. IEEE Trans. Image Process. 27(7): 3387-3402 (2018) - [j69]Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao:
Joint Optic Disc and Cup Segmentation Based on Multi-Label Deep Network and Polar Transformation. IEEE Trans. Medical Imaging 37(7): 1597-1605 (2018) - [j68]Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao:
Disc-Aware Ensemble Network for Glaucoma Screening From Fundus Image. IEEE Trans. Medical Imaging 37(11): 2493-2501 (2018) - [j67]Le Dong, Ling He, Mengdie Mao, Gaipeng Kong, Xi Wu, Qianni Zhang, Xiaochun Cao, Ebroul Izquierdo:
CUNet: A Compact Unsupervised Network For Image Classification. IEEE Trans. Multim. 20(8): 2012-2021 (2018) - [c109]Liang Yang, Yuanfang Guo, Xiaochun Cao:
Multi-Facet Network Embedding: Beyond the General Solution of Detection and Representation. AAAI 2018: 499-506 - [c108]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions. AAAI 2018: 515-522 - [c107]Shirui Luo, Changqing Zhang, Wei Zhang, Xiaochun Cao:
Consistent and Specific Multi-View Subspace Clustering. AAAI 2018: 3730-3737 - [c106]Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size. AAAI 2018: 3738-3745 - [c105]Hua Zhang, Xiaochun Cao, Rui Wang:
Audio Visual Attribute Discovery for Fine-Grained Object Recognition. AAAI 2018: 7542-7549 - [c104]Yuanfang Guo, Xiaochun Cao, Rui Wang, Cheng Jin:
A New Data Embedding Method with a New Data Embedding Domain for JPEG Images. BigMM 2018: 1-5 - [c103]Yangbangyan Jiang, Qianqian Xu, Xiaochun Cao:
Outfit Recommendation with Deep Sequence Learning. BigMM 2018: 1-5 - [c102]Dao Wu, Rui Wang, Xiaowei Tian, Dong Liang, Xiaochun Cao:
The Keywords Spotting with Context for Multi -Oriented Chinese Scene Text. BigMM 2018: 1-5 - [c101]Wenqi Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, Xiaochun Cao, Wei Liu, Ming-Hsuan Yang:
Gated Fusion Network for Single Image Dehazing. CVPR 2018: 3253-3261 - [c100]Xiaowei Tian, Dao Wu, Rui Wang, Xiaochun Cao:
Focal Text: an Accurate Text Detection with Focal Loss. ICIP 2018: 2984-2988 - [c99]Liang Yang, Yuanfang Guo, Di Jin, Huazhu Fu, Xiaochun Cao:
3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces. IJCAI 2018: 3613-3619 - [c98]Yangbangyan Jiang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
Who to Ask: An Intelligent Fashion Consultant. ICMR 2018: 525-528 - [c97]Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
A Margin-based MLE for Crowdsourced Partial Ranking. ACM Multimedia 2018: 591-599 - [c96]Yangbangyan Jiang, Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
When to Learn What: Deep Cognitive Subspace Clustering. ACM Multimedia 2018: 718-726 - [c95]Wenqi Ren, Jiawei Zhang, Lin Ma, Jinshan Pan, Xiaochun Cao, Wangmeng Zuo, Wei Liu, Ming-Hsuan Yang:
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation. NeurIPS 2018: 295-305 - [i24]Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao:
Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation. CoRR abs/1801.00926 (2018) - [i23]Yuanfang Guo, Xiaochun Cao, Wei Zhang, Rui Wang:
Fake Colorized Image Detection. CoRR abs/1801.02768 (2018) - [i22]Wenqi Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, Xiaochun Cao, Wei Liu, Ming-Hsuan Yang:
Gated Fusion Network for Single Image Dehazing. CoRR abs/1804.00213 (2018) - [i21]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao:
From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation. CoRR abs/1804.11177 (2018) - [i20]Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao:
Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image. CoRR abs/1805.07549 (2018) - [i19]Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao:
A Margin-based MLE for Crowdsourced Partial Ranking. CoRR abs/1807.11014 (2018) - [i18]Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Nam Ling:
HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images. CoRR abs/1811.06679 (2018) - [i17]Xingxing Wei, Siyuan Liang, Xiaochun Cao, Jun Zhu:
Transferable Adversarial Attacks for Image and Video Object Detection. CoRR abs/1811.12641 (2018) - [i16]Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Hassan Foroosh:
ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples. CoRR abs/1811.12673 (2018) - [i15]Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao:
Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin. CoRR abs/1812.01939 (2018) - [i14]Ke Ma, Qianqian Xu, Xiaochun Cao:
Robust Ordinal Embedding from Contaminated Relative Comparisons. CoRR abs/1812.01945 (2018) - 2017
- [j66]Yansheng Du, Zhihua Chen, Changqing Zhang, Xiaochun Cao:
Research on axial bearing capacity of rectangular concrete-filled steel tubular columns based on artificial neural networks. Frontiers Comput. Sci. 11(5): 863-873 (2017) - [j65]Bo Jiang, Jin Tang, Xiaochun Cao, Bin Luo:
Lagrangian relaxation graph matching. Pattern Recognit. 61: 255-265 (2017) - [j64]Zhiyong Chen, Wei Zhang, Bin Hu, Xiaochun Cao, Si Liu, Dan Meng:
Retrieving Objects by Partitioning. IEEE Trans. Big Data 3(1): 44-54 (2017) - [j63]Changqing Zhang, Huazhu Fu, Qinghua Hu, Pengfei Zhu, Xiaochun Cao:
Flexible Multi-View Dimensionality Co-Reduction. IEEE Trans. Image Process. 26(2): 648-659 (2017) - [j62]Hao Sheng, Shuo Zhang, Xiaochun Cao, Yajun Fang, Zhang Xiong:
Geometric Occlusion Analysis in Depth Estimation Using Integral Guided Filter for Light-Field Image. IEEE Trans. Image Process. 26(12): 5758-5771 (2017) - [j61]Chuan Wang, Hua Zhang, Liang Yang, Xiaochun Cao, Hongkai Xiong:
Multiple Semantic Matching on Augmented N-Partite Graph for Object Co-Segmentation. IEEE Trans. Image Process. 26(12): 5825-5839 (2017) - [j60]Tong Liu, Xiaochun Cao, Jianmin Jiang:
Visual Object Tracking With Partition Loss Schemes. IEEE Trans. Intell. Transp. Syst. 18(3): 633-642 (2017) - [c94]Changqing Zhang, Qinghua Hu, Huazhu Fu, Pengfei Zhu, Xiaochun Cao:
Latent Multi-view Subspace Clustering. CVPR 2017: 4333-4341 - [c93]Wei Zhang, Xiaochun Cao, Rui Wang, Yuanfang Guo, Zhineng Chen:
Binarized Mode Seeking for Scalable Visual Pattern Discovery. CVPR 2017: 6827-6835 - [c92]Yanyang Yan, Wenqi Ren, Yuanfang Guo, Rui Wang, Xiaochun Cao:
Image Deblurring via Extreme Channels Prior. CVPR 2017: 6978-6986 - [c91]Wenqi Ren, Jinshan Pan, Xiaochun Cao, Ming-Hsuan Yang:
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-linear Kernel. ICCV 2017: 1086-1094 - [c90]Qiguang Miao, Yunan Li, Wanli Ouyang, Zhenxin Ma, Xin Xu, Weikang Shi, Xiaochun Cao:
Multimodal Gesture Recognition Based on the ResC3D Network. ICCV Workshops 2017: 3047-3055 - [c89]Dao Wu, Rui Wang, Pengwen Dai, Yueying Zhang, Xiaochun Cao:
Deep Strip-Based Network with Cascade Learning for Scene Text Localization. ICDAR 2017: 826-831 - [c88]Jianjun Lei, Kaifu Zheng, Hua Zhang, Xiaochun Cao, Nam Ling, Yonghong Hou:
Sketch based image retrieval via image-aided cross domain learning. ICIP 2017: 3685-3689 - [c87]Hua Zhang, Rui Wang, Changqing Zhang, Xiaochun Cao:
LEAF: Latent Extended Attribute Features Discovery for Visual Classification. ACM Multimedia 2017: 979-987 - [c86]Zhengjun Liu, Hui Zhao, Wen Chen, Xiaochun Cao, Haipeng Peng, Jin Yang, Tao Yang, Ping Lin:
Double-Spending Detection for Fast Bitcoin Payment Based on Artificial Immune. NCTCS 2017: 133-143 - [c85]Wenqi Ren, Xiaochun Cao:
Deep Video Dehazing. PCM (1) 2017: 14-24 - [i13]Yuanfang Guo, Oscar C. Au, Rui Wang, Lu Fang, Xiaochun Cao:
Halftone Image Watermarking by Content Aware Double-sided Embedding Error Diffusion. CoRR abs/1707.05726 (2017) - [i12]Wenqi Ren, Jin-shan Pan, Xiaochun Cao, Ming-Hsuan Yang:
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel. CoRR abs/1708.03423 (2017) - [i11]Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Chunping Hou:
Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation. CoRR abs/1710.05172 (2017) - [i10]Runmin Cong, Jianjun Lei, Changqing Zhang, Qingming Huang, Xiaochun Cao, Chunping Hou:
Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion. CoRR abs/1710.05174 (2017) - [i9]Runmin Cong, Jianjun Lei, Huazhu Fu, Weisi Lin, Qingming Huang, Xiaochun Cao, Chunping Hou:
An Iterative Co-Saliency Framework for RGBD Images. CoRR abs/1711.01371 (2017) - [i8]Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao:
Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size. CoRR abs/1711.06446 (2017) - [i7]Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang:
From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions. CoRR abs/1711.06867 (2017) - 2016
- [j59]Ling Du, Xiaochun Cao, Wei Zhang, Xinpeng Zhang, Na Liu, Jianguo Wei:
Semi-fragile watermarking for image authentication based on compressive sensing. Sci. China Inf. Sci. 59(5): 059104:1-059104:3 (2016) - [j58]Xiaochun Cao, Feng Wang, Bao Zhang, Huazhu Fu, Chao Li:
Unsupervised pixel-level video foreground object segmentation via shortest path algorithm. Neurocomputing 172: 235-243 (2016) - [j57]Xiaochun Cao, Lihua Jing, Rui Wang, Rui Zhang, Zhenjiang Dong, Hongkai Xiong:
基于社会计算和深度学习的社交网络特定内容监控 (Specific Content Monitoring on Social Networks Based on Social Computing and Deep Learning). 计算机科学 43(10): 1-8 (2016) - [j56]Yan Yan, Hanzi Wang, Si Chen, Xiaochun Cao, David Zhang:
Quadratic projection based feature extraction with its application to biometric recognition. Pattern Recognit. 56: 40-49 (2016) - [j55]Runmin Cong, Jianjun Lei, Changqing Zhang, Qingming Huang, Xiaochun Cao, Chunping Hou:
Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion. IEEE Signal Process. Lett. 23(6): 819-823 (2016) - [j54]Le Dong, Zhiyu Lin, Yan Liang, Ling He, Ning Zhang, Qi Chen, Xiaochun Cao, Ebroul Izquierdo:
A Hierarchical Distributed Processing Framework for Big Image Data. IEEE Trans. Big Data 2(4): 297-309 (2016) - [j53]Xiaochun Cao, Liang Yang, Xiaojie Guo:
Total Variation Regularized RPCA for Irregularly Moving Object Detection Under Dynamic Background. IEEE Trans. Cybern. 46(4): 1014-1027 (2016) - [j52]Xiaochun Cao, Ling Du, Xingxing Wei, Dan Meng, Xiaojie Guo:
High Capacity Reversible Data Hiding in Encrypted Images by Patch-Level Sparse Representation. IEEE Trans. Cybern. 46(5): 1132-1143 (2016) - [j51]Liang Lin, Wei Yang, Chenglong Li, Jin Tang, Xiaochun Cao:
Inference With Collaborative Model for Interactive Tumor Segmentation in Medical Image Sequences. IEEE Trans. Cybern. 46(12): 2796-2809 (2016) - [j50]Wenqi Ren, Xiaochun Cao, Jin-shan Pan, Xiaojie Guo, Wangmeng Zuo, Ming-Hsuan Yang:
Image Deblurring via Enhanced Low-Rank Prior. IEEE Trans. Image Process. 25(7): 3426-3437 (2016) - [j49]Wei Zhang, Chong-Wah Ngo, Xiaochun Cao:
Hyperlink-Aware Object Retrieval. IEEE Trans. Image Process. 25(9): 4186-4198 (2016) - [j48]Le Dong, Yan Liang, Gaipeng Kong, Qianni Zhang, Xiaochun Cao, Ebroul Izquierdo:
Holons Visual Representation for Image Retrieval. IEEE Trans. Multim. 18(4): 714-725 (2016) - [j47]Xiaochun Cao, Changqing Zhang, Huazhu Fu, Xiaojie Guo, Qi Tian:
Saliency-Aware Nonparametric Foreground Annotation Based on Weakly Labeled Data. IEEE Trans. Neural Networks Learn. Syst. 27(6): 1253-1265 (2016) - [c84]Xiao Wang, Di Jin, Xiaochun Cao, Liang Yang, Weixiong Zhang:
Semantic Community Identification in Large Attribute Networks. AAAI 2016: 265-271 - [c83]Qi Chen, Yuchen Zhang, Xiaochun Cao, Yunfei Zhang, Hongkai Xiong:
Depth map estimation with 4D light fields using confocal stereo. APSIPA 2016: 1-4 - [c82]Chaoting Xiao, Jianhou Gan, Bin Wen, Wei Zhang, Xiaochun Cao:
Research on Micro-blog New Word Recognition Based on MapReduce. BIC-TA (2) 2016: 379-387 - [c81]Hua Zhang, Si Liu, Changqing Zhang, Wenqi Ren, Rui Wang, Xiaochun Cao:
SketchNet: Sketch Classification with Web Images. CVPR 2016: 1105-1113 - [c80]Si Liu, Tianzhu Zhang, Xiaochun Cao, Changsheng Xu:
Structural Correlation Filter for Robust Visual Tracking. CVPR 2016: 4312-4320 - [c79]Wenqi Ren, Si Liu, Hua Zhang, Jin-shan Pan, Xiaochun Cao, Ming-Hsuan Yang:
Single Image Dehazing via Multi-scale Convolutional Neural Networks. ECCV (2) 2016: 154-169 - [c78]Xinyu Ou, Zhen Wei, Hefei Ling, Si Liu, Xiaochun Cao:
Deep multi-context Network for FINE-GRAINED VISUAL RECOGNITION. ICME Workshops 2016: 1-4 - [c77]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking. ICML 2016: 1282-1291 - [c76]Liang Yang, Xiaochun Cao, Dongxiao He, Chuan Wang, Xiao Wang, Weixiong Zhang:
Modularity Based Community Detection with Deep Learning. IJCAI 2016: 2252-2258 - [c75]Si Liu, Xinyu Ou, Ruihe Qian, Wei Wang, Xiaochun Cao:
Makeup Like a Superstar: Deep Localized Makeup Transfer Network. IJCAI 2016: 2568-2575 - [c74]Daojuan Zhang, Rui Wang, Zimin Lin, Dianjie Guo, Xiaochun Cao:
IacDroid: Preventing Inter-App Communication capability leaks in Android. ISCC 2016: 443-449 - [c73]Rui Wang, Dong Liang, Wei Zhang, Xiaochun Cao:
MatchDR: Image Correspondence by Leveraging Distance Ratio Constraint. ACM Multimedia 2016: 606-610 - [c72]Xinyu Ou, Si Liu, Xiaochun Cao, Hefei Ling:
Beauty eMakeup: A Deep Makeup Transfer System. ACM Multimedia 2016: 701-702 - [c71]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation. ACM Multimedia 2016: 841-850 - [c70]Hua Zhang, Xiaochun Cao:
Magic pencil: generalized sketch inversion via generative adversarial nets. SIGGRAPH Asia Posters 2016: 42 - [c69]Jian Li, Wenhuan Lu, Chen Zhang, Jianguo Wei, Xiaochun Cao, Jianwu Dang:
A Study on Detection and Recovery of Speech Signal Tampering. Trustcom/BigDataSE/ISPA 2016: 678-682 - [i6]Yan Yan, Hanzi Wang, Si Chen, Xiaochun Cao, David Zhang:
Quadratic Projection Based Feature Extraction with Its Application to Biometric Recognition. CoRR abs/1603.07797 (2016) - [i5]Si Liu, Xinyu Ou, Ruihe Qian, Wei Wang, Xiaochun Cao:
Makeup like a superstar: Deep Localized Makeup Transfer Network. CoRR abs/1604.07102 (2016) - [i4]Le Dong, Zhiyu Lin, Yan Liang, Ling He, Ning Zhang, Qi Chen, Xiaochun Cao, Ebroul Izquierdo:
A Hierarchical Distributed Processing Framework for Big Image Data. CoRR abs/1607.00577 (2016) - [i3]Le Dong, Ling He, Gaipeng Kong, Qianni Zhang, Xiaochun Cao, Ebroul Izquierdo:
CUNet: A Compact Unsupervised Network for Image Classification. CoRR abs/1607.01577 (2016) - [i2]Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao:
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation. CoRR abs/1607.03401 (2016) - 2015
- [j46]Xiaochun Cao, Handong Zhao, Chuan Wang, Wei Zhang:
Image composite authentication using a single shadow observation. Sci. China Inf. Sci. 58(9): 1-13 (2015) - [j45]Xiaochun Cao, Meili Ma, Xiaojie Guo, Ling Du, Dongdai Lin:
A new encryption scheme for surveillance videos. Frontiers Comput. Sci. 9(5): 765-777 (2015) - [j44]Handong Zhao, Jingjing Chen, Yahong Han, Xiaochun Cao:
Image aesthetics enhancement using composition-based saliency detection. Multim. Syst. 21(2): 159-168 (2015) - [j43]Changqing Zhang, Zhiqiang Tao, Xingxing Wei, Xiaochun Cao:
A flexible framework of adaptive method selection for image saliency detection. Pattern Recognit. Lett. 63: 66-70 (2015) - [j42]Xingxing Wei, Zhiqiang Tao, Changqing Zhang, Xiaochun Cao:
Structured Saliency Fusion Based on Dempster-Shafer Theory. IEEE Signal Process. Lett. 22(9): 1345-1349 (2015) - [j41]Xiaochun Cao, Xingxing Wei, Yahong Han, Xiaowu Chen:
An Object-Level High-Order Contextual Descriptor Based on Semantic, Spatial, and Scale Cues. IEEE Trans. Cybern. 45(7): 1327-1339 (2015) - [j40]Xiaochun Cao, Xingxing Wei, Yahong Han, Dongdai Lin:
Robust Face Clustering Via Tensor Decomposition. IEEE Trans. Cybern. 45(11): 2546-2557 (2015) - [j39]Liang Yang, Xiaochun Cao, Di Jin, Xiao Wang, Dan Meng:
A Unified Semi-Supervised Community Detection Framework Using Latent Space Graph Regularization. IEEE Trans. Cybern. 45(11): 2585-2598 (2015) - [j38]Xiaochun Cao, Wenqi Ren, Wangmeng Zuo, Xiaojie Guo, Hassan Foroosh:
Scene Text Deblurring Using Text-Specific Multiscale Dictionaries. IEEE Trans. Image Process. 24(4): 1302-1314 (2015) - [j37]Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu, Dan Meng:
SLED: Semantic Label Embedding Dictionary Representation for Multilabel Image Annotation. IEEE Trans. Image Process. 24(9): 2746-2759 (2015) - [j36]Xiaochun Cao, Changqing Zhang, Chengju Zhou, Huazhu Fu, Hassan Foroosh:
Constrained Multi-View Video Face Clustering. IEEE Trans. Image Process. 24(11): 4381-4393 (2015) - [j35]Si Liu, Xiaodan Liang, Luoqi Liu, Ke Lu, Liang Lin, Xiaochun Cao, Shuicheng Yan:
Fashion Parsing With Video Context. IEEE Trans. Multim. 17(8): 1347-1358 (2015) - [c68]Qingbo Wu, Hua Zhang, Si Liu, Xiaochun Cao:
Multimedia Analysis with Deep Learning. BigMM 2015: 20-23 - [c67]Xiaochun Cao, Changqing Zhang, Huazhu Fu, Si Liu, Hua Zhang:
Diversity-induced Multi-view Subspace Clustering. CVPR 2015: 586-594 - [c66]Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan:
Matching-CNN meets KNN: Quasi-parametric human parsing. CVPR 2015: 1419-1427 - [c65]Changqing Zhang, Huazhu Fu, Si Liu, Guangcan Liu, Xiaochun Cao:
Low-Rank Tensor Constrained Multiview Subspace Clustering. ICCV 2015: 1582-1590 - [c64]Chengju Zhou, Changqing Zhang, Huazhu Fu, Rui Wang, Xiaochun Cao:
Multi-cue Augmented Face Clustering. ACM Multimedia 2015: 1095-1098 - [c63]Chuan Wang, Hua Zhang, Liang Yang, Si Liu, Xiaochun Cao:
Deep People Counting in Extremely Dense Crowds. ACM Multimedia 2015: 1299-1302 - [i1]Si Liu, Xiaodan Liang, Luoqi Liu, Xiaohui Shen, Jianchao Yang, Changsheng Xu, Liang Lin, Xiaochun Cao, Shuicheng Yan:
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing. CoRR abs/1504.01220 (2015) - 2014
- [j34]Xiaochun Cao, Yujie Zhang, Xiaojie Guo, Yiu-ming Cheung:
Video color conceptualization using optimization. Sci. China Inf. Sci. 57(7): 1-11 (2014) - [j33]Yuexian Hou, Bo Wang, Dawei Song, Xiaochun Cao, Wenjie Li:
Quadratic Tsallis Entropy Bias and generalized Maximum Entropy Models. Comput. Intell. 30(2): 233-262 (2014) - [j32]Yahong Han, Jingjing Chen, Xiaochun Cao, Congfu Xu, Haoquan Shen:
Feature selection with spatial path coding for multimedia analysis. Inf. Sci. 281: 523-535 (2014) - [j31]Xiaochun Cao, Hua Zhang, Chao Deng, Qiguang Liu, Hanyu Liu:
Action recognition using 3D DAISY descriptor. Mach. Vis. Appl. 25(1): 159-171 (2014) - [j30]Huazhu Fu, Xiaochun Cao, Zhuowen Tu, Dongdai Lin:
Symmetry Constraint for Foreground Extraction. IEEE Trans. Cybern. 44(5): 644-654 (2014) - [j29]Yiu-ming Cheung, Meng Li, Xiaochun Cao, Xinge You:
Lip Segmentation under MAP-MRF Framework with Automatic Selection of Local Observation Scale and Number of Segments. IEEE Trans. Image Process. 23(8): 3397-3411 (2014) - [j28]Xiaochun Cao, Zhiqiang Tao, Bao Zhang, Huazhu Fu, Wei Feng:
Self-Adaptively Weighted Co-Saliency Detection via Rank Constraint. IEEE Trans. Image Process. 23(9): 4175-4186 (2014) - [j27]Huazhu Fu, Xiaochun Cao, Dai Tang, Yahong Han, Dong Xu:
Regularity Preserved Superpixels and Supervoxels. IEEE Trans. Multim. 16(4): 1165-1175 (2014) - [j26]Yahong Han, Xingxing Wei, Xiaochun Cao, Yi Yang, Xiaofang Zhou:
Augmenting Image Descriptions Using Structured Prediction Output. IEEE Trans. Multim. 16(6): 1665-1676 (2014) - [c62]Xiaochun Cao, Na Liu, Ling Du, Chao Li:
Preserving privacy for video surveillance via visual cryptography. ChinaSIP 2014: 607-610 - [c61]Xiaojie Guo, Xiaochun Cao, Yi Ma:
Robust Separation of Reflection from Multiple Images. CVPR 2014: 2195-2202 - [c60]Xiaowu Chen, Dongqing Zou, Jianwei Li, Xiaochun Cao, Qinping Zhao, Hao Zhang:
Sparse Dictionary Learning for Edit Propagation of High-Resolution Images. CVPR 2014: 2854-2861 - [c59]Xiaojie Guo, Xinggang Wang, Liang Yang, Xiaochun Cao, Yi Ma:
Robust Foreground Detection Using Smoothness and Arbitrariness Constraints. ECCV (7) 2014: 535-550 - [c58]Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu, Xiaowu Chen:
Image Retrieval and Ranking via Consistently Reconstructing Multi-attribute Queries. ECCV (1) 2014: 569-583 - [c57]Changqing Zhang, Yahong Han, Xiaojie Guo, Xiaochun Cao:
Output Feature Augmented Lasso. ICDM 2014: 680-686 - [c56]Yupeng Cheng, Huazhu Fu, Xingxing Wei, Jiangjian Xiao, Xiaochun Cao:
Depth Enhanced Saliency Detection Method. ICIMCS 2014: 23 - [c55]Binbin Ma, Changqing Zhang, Jingjing Chen, Ri Qu, Jiangjian Xiao, Xiaochun Cao:
Human Skin Detection via Semantic Constraint. ICIMCS 2014: 181 - [c54]Xiaojie Guo, Xiaochun Cao:
Speeding uplow rank matrix recovery for foreground separation in surveillance videos. ICME 2014: 1-6 - [c53]Chengju Zhou, Changqing Zhang, Xuewei Li, Gaotao Shi, Xiaochun Cao:
Video Face Clustering via Constrained Sparse Representation. ICME 2014: 1-6 - [c52]Xiaobo Wang, Xiaochun Cao, Xiaojie Guo, Zhanjie Song:
Beautifying Fisheye Images using Orientation and Shape Cues. ACM Multimedia 2014: 829-832 - [c51]Xiaochun Cao, Yupeng Cheng, Zhiqiang Tao, Huazhu Fu:
Co-Saliency Detection via Base Reconstruction. ACM Multimedia 2014: 997-1000 - [c50]Xiaochun Cao, Xingxing Wei, Xiaojie Guo, Yahong Han, Jinhui Tang:
Augmented Image Retrieval using Multi-order Object Layout with Attributes. ACM Multimedia 2014: 1093-1096 - [c49]Xiaochun Cao, Xiao Wang, Di Jin, Yixin Cao, Dongxiao He:
The (un)supervised detection of overlapping communities as well as hubs and outliers via (bayesian) NMF. WWW (Companion Volume) 2014: 233-234 - 2013
- [j25]Nazim Ashraf, Yuping Shen, Xiaochun Cao, Hassan Foroosh:
View invariant action recognition using weighted fundamental ratios. Comput. Vis. Image Underst. 117(6): 587-602 (2013) - [j24]Xiaochun Cao, Xingxing Wei, Yahong Han, Yi Yang, Nicu Sebe, Alexander G. Hauptmann:
Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation. Comput. Vis. Image Underst. 117(8): 934-946 (2013) - [j23]Xiangui Kang, Anjie Peng, Xianyu Xu, Xiaochun Cao:
Performing scalable lossy compression on pixel encrypted images. EURASIP J. Image Video Process. 2013: 32 (2013) - [j22]Xuejuan Zhang, Xiaochun Cao, Jingjie Li:
Geometric attack resistant image watermarking based on MSER. Frontiers Comput. Sci. 7(1): 145-156 (2013) - [j21]Yiu-ming Cheung, Meng Li, Xiaochun Cao:
Lip segmentation and tracking under MAP-MRF framework with unknown segment number. Neurocomputing 104: 155-169 (2013) - [j20]Yiguang Liu, Xiaochun Cao, Jian Guo Liu:
Classification using distances from samples to linear manifolds. Pattern Anal. Appl. 16(3): 417-430 (2013) - [j19]Ri Qu, Zong-shang Li, Juan Wang, Yanru Bao, Xiaochun Cao:
Computing hypergraph Ramsey numbers by using quantum circuit. Quantum Inf. Process. 12(7): 2487-2496 (2013) - [j18]Huazhu Fu, Xiaochun Cao, Zhuowen Tu:
Cluster-Based Co-Saliency Detection. IEEE Trans. Image Process. 22(10): 3766-3778 (2013) - [c48]Xiaochun Cao, Siyuan Li, Feng Jiang, Hua Zhang, Ling Du, Xiangui Kang:
Device identification based on H.264 cues. ChinaSIP 2013: 452-455 - [c47]Xiaojie Guo, Xiaochun Cao, Xiaowu Chen, Yi Ma:
Video Editing with Temporal, Spatial and Appearance Consistency. CVPR 2013: 2283-2290 - [c46]Xiaochun Cao, Hua Zhang, Si Liu, Xiaojie Guo, Liang Lin:
SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor. ICCV 2013: 313-320 - [c45]Jingjing Chen, Handong Zhao, Yahong Han, Xiaochun Cao:
Visual saliency detection based on photographic composition. ICIMCS 2013: 13-16 - [c44]Xiaochun Cao, Feng Jiang, Siyuan Li, Xiaojie Guo:
Horizon matters: Image re-targeting using horizon cues. ICME 2013: 1-6 - [c43]Xiaochun Cao, Zhiqiang Tao, Bao Zhang, Huazhu Fu, Xuewei Li:
Saliency map fusion based on rank-one constraint. ICME 2013: 1-6 - [c42]Xiaochun Cao, Xingxing Wei, Yahong Han, Yi Yang, Dongdai Lin:
Robust Tensor Clustering with Non-Greedy Maximization. IJCAI 2013: 1254-1259 - [c41]Jingjing Chen, Yahong Han, Xiaochun Cao, Qi Tian:
Object coding on the semantic graph for scene classification. ACM Multimedia 2013: 493-496 - [c40]Xiaojie Guo, Siyuan Li, Xiaochun Cao:
Motion matters: a novel framework for compressing surveillance videos. ACM Multimedia 2013: 549-552 - 2012
- [j17]Shuyi Zhu, Xiaochun Cao, Handong Zhao:
Photographic composite detection using circles. Frontiers Comput. Sci. 6(6): 741-755 (2012) - [j16]Xiaojie Guo, Xiaochun Cao:
MIFT: A framework for feature descriptors to be mirror reflection invariant. Image Vis. Comput. 30(8): 546-556 (2012) - [j15]Lin Wu, Xiaochun Cao, Wei Zhang, Yang Wang:
Detecting image forgeries using metrology. Mach. Vis. Appl. 23(2): 363-373 (2012) - [j14]Xiaojie Guo, Xiaochun Cao:
Good match exploration using triangle constraint. Pattern Recognit. Lett. 33(7): 872-881 (2012) - [j13]Huazhu Fu, Xiaochun Cao:
Forgery Authentication in Extreme Wide-Angle Lens Using Distortion Cue and Fake Saliency Map. IEEE Trans. Inf. Forensics Secur. 7(4): 1301-1314 (2012) - [c39]Qiguang Liu, Xiaochun Cao:
Action Recognition Using Subtensor Constraint. ECCV (3) 2012: 764-777 - [c38]Yawen Xue, Xiaojie Guo, Xiaochun Cao:
Motion saliency detection using low-rank and sparse decomposition. ICASSP 2012: 1485-1488 - [c37]Dai Tang, Huazhu Fu, Xiaochun Cao:
Topology Preserved Regular Superpixel. ICME 2012: 765-768 - [c36]Xiaojing Zhang, Hua Zhang, Xiaochun Cao:
Action recognition based on spatial-temporal pyramid sparse coding. ICPR 2012: 1455-1458 - [c35]Jingjing Chen, Xiaochun Cao, Bao Zhang:
Object clique representation for scene classification. ICPR 2012: 2829-2832 - [c34]Ling Du, Xiaochun Cao, Muhua Zhang, Huazhu Fu:
Blind Robust Watermarking Mechanism Based on Maxima Curvature of 3D Motion Data. Information Hiding 2012: 110-124 - [c33]Bao Zhang, Handong Zhao, Xiaochun Cao:
Video object segmentation with shortest path. ACM Multimedia 2012: 801-804 - 2011
- [j12]Huazhu Fu, Zuoliang Cao, Xiaochun Cao:
Embedded omni-vision navigator based on multi-object tracking. Mach. Vis. Appl. 22(2): 349-358 (2011) - [j11]Qiguang Liu, Xiaochun Cao, Chao Deng, Xiaojie Guo:
Identifying Image Composites Through Shadow Matte Consistency. IEEE Trans. Inf. Forensics Secur. 6(3-2): 1111-1122 (2011) - [j10]Jiawan Zhang, Liang Li, Yi Zhang, Guoqiang Yang, Xiaochun Cao, Jizhou Sun:
Video dehazing with spatial and temporal coherence. Vis. Comput. 27(6-8): 749-757 (2011) - [c32]Shuyi Zhu, Xiaochun Cao, Handong Zhao:
Photographic Composite Detection Using Two Circles. ICIG 2011: 858-863 - [c31]Yuan Li, Xiaochun Cao:
Visual Word Pairs for Similar Image Search. ICIG 2011: 987-992 - 2010
- [j9]Lin Wu, Xiaochun Cao, Hassan Foroosh:
Camera calibration and geo-location estimation from two shadow trajectories. Comput. Vis. Image Underst. 114(8): 915-927 (2010) - [j8]Xiaochun Cao, Lin Wu, Zeeshan Rasheed, Haiying Liu, Tae Eun Choe, Feng Guo, Niels Haering:
Automatic Geo-Registration for Port Surveillance. Int. J. Pattern Recognit. Artif. Intell. 24(4): 531-555 (2010) - [j7]Xiaochun Cao, Lin Wu, Jiangjian Xiao, Hassan Foroosh, Jigui Zhu, Xiaohong Li:
Video synchronization and its application to object transfer. Image Vis. Comput. 28(1): 92-100 (2010) - [j6]Wei Zhang, Xiaochun Cao, Yanling Qu, Yuexian Hou, Handong Zhao, Chenyang Zhang:
Detecting and extracting the photo composites using planar homography and graph cut. IEEE Trans. Inf. Forensics Secur. 5(3): 544-555 (2010) - [c30]Lin Wu, Xiaochun Cao:
Geo-location estimation from two shadow trajectories. CVPR 2010: 585-590 - [c29]Xiaojie Guo, Xiaochun Cao:
FIND: A Neat Flip Invariant Descriptor. ICPR 2010: 515-518 - [c28]Hua Zhang, Xiaojie Guo, Xiaochun Cao:
Water Reflection Detection Using a Flip Invariant Shape Detector. ICPR 2010: 633-636 - [c27]Xiaojie Guo, Xiaochun Cao:
Triangle-Constraint for Finding More Good Features. ICPR 2010: 1393-1396 - [c26]Chao Deng, Xiaochun Cao, Hanyu Liu, Jian Chen:
A Global Spatio-Temporal Representation for Action Recognition. ICPR 2010: 1816-1819 - [c25]Chenyang Zhang, Xiaojie Guo, Xiaochun Cao:
Duplication Localization and Segmentation. PCM (1) 2010: 578-589
2000 – 2009
- 2009
- [c24]Xiaojie Guo, Xiaochun Cao, Jiawan Zhang, Xuewei Li:
MIFT: A Mirror Reflection Invariant Feature Descriptor. ACCV (2) 2009: 536-545 - [c23]Wei Zhang, Xiaochun Cao, Jiawan Zhang, Jigui Zhu, Ping Wang:
Detecting photographic composites using shadows. ICME 2009: 1042-1045 - [c22]Wei Zhang, Xiaochun Cao, Zhiyong Feng, Jiawan Zhang, Ping Wang:
Detecting photographic composites using two-view geometrical constraints. ICME 2009: 1078-1081 - 2008
- [c21]Zeeshan Rasheed, Xiaochun Cao, Khurram Shafique, Haiying Liu, Li Yu, Mun Wai Lee, Krishnan Ramnath, Tae Eun Choe, Omar Javed, Niels Haering:
Automated visual analysis in large scale sensor networks. ICDSC 2008: 1-10 - [c20]Xiaochun Cao, Zeeshan Rasheed, Haiying Liu, Niels Haering:
Automatic geo-registration of maritime video feeds. ICPR 2008: 1-4 - 2007
- [j5]Xiaochun Cao, Hassan Foroosh:
Camera calibration and light source orientation from solar shadows. Comput. Vis. Image Underst. 105(1): 60-72 (2007) - [j4]Imran N. Junejo, Xiaochun Cao, Hassan Foroosh:
Autoconfiguration of a Dynamic Nonoverlapping Camera Network. IEEE Trans. Syst. Man Cybern. Part B 37(4): 803-816 (2007) - 2006
- [j3]Xiaochun Cao, Jiangjian Xiao, Hassan Foroosh, Mubarak Shah:
Self-calibration from turn-table sequences in presence of zoom and focus. Comput. Vis. Image Underst. 102(3): 227-237 (2006) - [j2]Xiaochun Cao, Hassan Foroosh:
Camera Calibration Using Symmetric Objects. IEEE Trans. Image Process. 15(11): 3614-3619 (2006) - [c19]Imran N. Junejo, Xiaochun Cao, Hassan Foroosh:
Geometry of a Non-Overlapping Multi-Camera Network. AVSS 2006: 43 - [c18]Fei Lu, Xiaochun Cao, Yuping Shen, Hassan Foroosh:
Camera Calibration from Two Shadow Trajectories. ICPR (2) 2006: 1-4 - [c17]Xiaochun Cao, Jiangjian Xiao, Hassan Foroosh:
Camera Motion Quantification and Alignment. ICPR (2) 2006: 13-16 - [c16]Yuping Shen, Fei Lu, Xiaochun Cao, Hassan Foroosh:
Video Completion for Perspective Camera Under Constrained Motion. ICPR (3) 2006: 63-66 - [c15]Xiaochun Cao, Jiangjian Xiao, Hassan Foroosh:
Self-Calibration Using Constant Camera Motion. ICPR (1) 2006: 595-598 - [c14]Imran N. Junejo, Xiaochun Cao, Hassan Foroosh:
Calibrating Freely Moving Cameras. ICPR (4) 2006: 880-883 - [c13]Imran N. Junejo, Xiaochun Cao, Hassan Foroosh:
Configuring Mixed Reality Environment. ICPR (4) 2006: 884-887 - [c12]Xiaochun Cao, Hassan Foroosh:
Synthesizing Reflections of Inserted Objects. ICPR (2) 2006: 1225-1228 - [c11]Jiangjian Xiao, Xiaochun Cao, Hassan Foroosh:
A new framework for video cut and paste. MMM 2006 - [c10]Jiangjian Xiao, Xiaochun Cao, Hassan Foroosh:
3D Object Transfer Between Non-Overlapping Videos. VR 2006: 127-134 - 2005
- [j1]Xiaochun Cao, Yuping Shen, Mubarak Shah, Hassan Foroosh:
Single view compositing with shadows. Vis. Comput. 21(8-10): 639-648 (2005) - [c9]Xiaochun Cao, Mubarak Shah:
Camera Calibration and Light Source Estimation from Images with Shadows. CVPR (2) 2005: 918-923 - [c8]Hassan Foroosh, Murat Balci, Xiaochun Cao:
Self-calibrated reconstruction of partially viewed symmetric objects. ICASSP (2) 2005: 869-872 - [c7]Hassan Foroosh, Xiaochun Cao, Murat Balci:
Metrology in uncalibrated images given one vanishing point. ICIP (3) 2005: 361-364 - [c6]Yun Zhai, Jingen Liu, Xiaochun Cao, Arslan Basharat, Asaad Hakeem, Saad Ali, Mubarak Shah, Constantino Grana, Rita Cucchiara:
Video Understanding and Content-Based Retrieval. TRECVID 2005 - [c5]Xiaochun Cao, Mubarak Shah:
Creating Realistic Shadows of Composited Objects. WACV/MOTION 2005: 294-299 - 2004
- [c4]Xiaochun Cao, Hassan Foroosh:
Metrology from Vertical Objects. BMVC 2004: 1-10 - [c3]Xiaochun Cao, Hassan Foroosh:
Easy Camera Calibration From Inter-Image Homographies. CVPR Workshops 2004: 171 - [c2]Xiaochun Cao, Hassan Foroosh:
Camera calibration without metric information using 1D objects. ICIP 2004: 1349-1352 - [c1]Xiaochun Cao, Hassan Foroosh:
Simple Calibration Without Metric Information Using an Isoceles Trapezoid. ICPR (1) 2004: 104-107
Coauthor Index
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