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- 2026
[j26]Yuxin Jiang
, Yunkang Cao, Weiming Shen:
Bidirectional adaptive transformers for multimodal anomaly detection. Expert Syst. Appl. 320: 132129 (2026)- [j25]Yunkang Cao, Yuqi Cheng, Yuxin Zhang, Xiaohao Xu, Yiheng Zhang, Yihan Sun, Yuxiang Tan, Xiaonan Huang, Chao Huang, Weiming Shen:
Visual anomaly detection under complex view-illumination interplay: A large-scale benchmark. Pattern Recognit. 179: 113666 (2026) - [j24]Yunkang Cao, Haiming Yao, Yu Cai, Yuxin Zhang, Hao Chen, Hui Zhang, Weiming Shen:
Cross-source medical anomaly detection via prompt-guided diffusion representations. Pattern Recognit. 180: 113985 (2026) - [j23]Wei Luo, Peng Xing, Yunkang Cao, Haiming Yao, Weiming Shen, Zechao Li:
URA-Net: Uncertainty-Integrated Anomaly Perception and Restoration Attention Network for Unsupervised Anomaly Detection. IEEE Trans. Circuits Syst. Video Technol. 36(2): 2464-2477 (2026) - [j22]Yuxin Jiang, Yunkang Cao, Yuqi Cheng, Yiheng Zhang, Weiming Shen:
VTFusion: A Vision-Text Multimodal Fusion Network for Few-Shot Anomaly Detection. IEEE Trans. Cybern. 56(6): 3406-3415 (2026) - [j21]Hui Zhang, Hai Wang, Bingrui Zhao, Tongzhi Niu, Yunkang Cao, Yaonan Wang:
An Integrated Sensing-Computing Processor for Spectral-Based Chinese Herbal Medicine Classification With Algorithm-FPGA Co-Design. IEEE Trans. Ind. Electron. 73(5): 7995-8006 (2026) - [j20]Hui Zhang, Hang Liu, Baheti Biekezat, Rui Du, Yunkang Cao, Kaining Zhang, Tongzhi Niu, Yaonan Wang:
FPF: A Focused Perception Framework for Small Defect Identification in Complex Power Scenarios. IEEE Trans. Ind. Informatics 22(4): 2793-2804 (2026) - [j19]Hui Zhang, Youyuan Tang, Rui Du, Yihong Cao, Kaining Zhang, Yunkang Cao, Tongzhi Niu, Jianxu Mao, Yaonan Wang:
SAF: A Structure-Aware Framework for Radial Ice Thickness Detection on Overhead Transmission Lines. IEEE Trans. Ind. Informatics 22(5): 4581-4592 (2026) - [j18]Yuqi Cheng, Yunkang Cao, Guoyang Xie, Zhichao Lu, Weiming Shen:
Toward Zero-Shot Point Cloud Anomaly Detection: A Multiview Projection Framework. IEEE Trans. Syst. Man Cybern. Syst. 56(3): 1747-1760 (2026) - [c17]Yuqi Cheng, Yihan Sun, Hui Zhang, Weiming Shen, Yunkang Cao:
Towards High-Resolution 3D Anomaly Detection: A Scalable Dataset and Real-Time Framework for Subtle Industrial Defects. AAAI 2026: 3327-3334 - [c16]Yuxin Jiang, Wei Luo, Hui Zhang, Qiyu Chen, Haiming Yao, Weiming Shen, Yunkang Cao:
Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation. AAAI 2026: 5485-5493 - [c15]Yanhui Li, Yunkang Cao, Chengliang Liu, Yuan Xiong, Xinghui Dong, Chao Huang:
IAD-R1: Reinforcing Consistent Reasoning in Industrial Anomaly Detection. AAAI 2026: 6583-6591 - [i42]Yuxin Jiang, Yunkang Cao, Yuqi Cheng, Yiheng Zhang, Weiming Shen:
VTFusion: A Vision-Text Multimodal Fusion Network for Few-Shot Anomaly Detection. CoRR abs/2601.16381 (2026) - [i41]Hongxin Xiang, Pengsen Ma, Yunkang Cao, Di Yu, Haowen Chen, Xinyu Yang, Xiangxiang Zeng:
Rethinking Genomic Modeling Through Optical Character Recognition. CoRR abs/2602.02014 (2026) - [i40]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) - [i39]Chao Huang, Yanhui Li, Yunkang Cao, Wei Wang, Hongxi Huang, Jie Wen, Wenqi Ren, Xiaochun Cao:
M3-AD: Reflection-aware Multi-modal, Multi-category, and Multi-dimensional Benchmark and Framework for Industrial Anomaly Detection. CoRR abs/2603.00055 (2026) - [i38]Wei Luo, Peng Xing, Yunkang Cao, Haiming Yao, Weiming Shen, Zechao Li:
URA-Net: Uncertainty-Integrated Anomaly Perception and Restoration Attention Network for Unsupervised Anomaly Detection. CoRR abs/2603.22840 (2026) - [i37]Yihan Sun, Yuqi Cheng, Junjie Zu, Yuxiang Tan, Guoyang Xie, Yucheng Wang, Yunkang Cao, Weiming Shen:
Synthesis4AD: Synthetic Anomalies are All You Need for 3D Anomaly Detection. CoRR abs/2604.04658 (2026) - [i36]Yuan Zhao, Youwei Pang, Jiaming Zuo, Wei Ji, Kailai Zhou, Bin Fan, Yunkang Cao, Lihe Zhang, Xiaofeng Liu, Huchuan Lu, Weisi Lin, Dacheng Tao, Xiaoqi Zhao:
ConceptSeg-R1: Segment Any Concept via Meta-Reinforcement Learning. CoRR abs/2605.20385 (2026) - [i35]Jiaxuan Liu, Yunkang Cao, Yufeng Chen, Chunyang Li, Yuhuan Du, Hui Zhang:
Towards Active Real-to-Twin Inspection: A New Paradigm for Zero-Shot Anomaly Detection. CoRR abs/2605.25407 (2026) - 2025
- [j17]Yanhui Chen, Hongkang Tao, Zan Yang, Yunkang Cao, Chen Jiang, Longhua Hu, Pengwen Xiong, Haobo Qiu:
Diffusion-based vision-language model for zero-shot anomaly detection in medical images. Eng. Appl. Artif. Intell. 161: 112181 (2025) - [j16]Yiheng Zhang, Yunkang Cao, Xiaohao Xu, Weiming Shen:
LogiCode: An LLM-Driven Framework for Logical Anomaly Detection. IEEE Trans Autom. Sci. Eng. 22: 7712-7723 (2025) - [j15]Yuqi Cheng, Yunkang Cao, Dongfang Wang, Weiming Shen, Wenlong Li:
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection. IEEE Trans Autom. Sci. Eng. 22: 12560-12571 (2025) - [j14]Yunkang Cao, Xiaohao Xu, Yuqi Cheng, Chen Sun, Zongwei Du, Liang Gao, Weiming Shen:
Personalizing Vision-Language Models With Hybrid Prompts for Zero-Shot Anomaly Detection. IEEE Trans. Cybern. 55(4): 1917-1929 (2025) - [j13]Yunkang Cao, Haiming Yao, Wei Luo, Weiming Shen:
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling. IEEE Trans. Ind. Informatics 21(4): 3246-3255 (2025) - [j12]Yuxin Jiang, Yunkang Cao, Weiming Shen:
Prototypical Learning Guided Context-Aware Segmentation Network for Few-Shot Anomaly Detection. IEEE Trans. Neural Networks Learn. Syst. 36(7): 12016-12026 (2025) - [j11]Haiming Yao, Wei Luo, Yunkang Cao, Yiheng Zhang, Wenyong Yu, Weiming Shen:
Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection. IEEE Trans. Syst. Man Cybern. Syst. 55(10): 7510-7525 (2025) - [c14]Xiaohao Xu, Yunkang Cao, Huaxin Zhang, Nong Sang, Xiaonan Huang:
Customizing Visual-Language Foundation Models for Multi-Modal Anomaly Detection and Reasoning. CSCWD 2025: 1443-1448 - [c13]Wei Luo, Yunkang Cao, Haiming Yao, Xiaotian Zhang, Jianan Lou, Yuqi Cheng, Weiming Shen, Wenyong Yu:
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection. CVPR 2025: 9974-9983 - [c12]Han Sun, Yunkang Cao, Hao Dong, Olga Fink:
Unseen Visual Anomaly Generation. CVPR 2025: 25508-25517 - [c11]Yuhu Bai, Jiangning Zhang, Yunkang Cao, Guangyuan Lu, Qingdong He, Xiangtai Li, Guanzhong Tian:
Bridge Feature Matching and Cross-Modal Alignment with Mutual-Filtering for Zero-Shot Anomaly Detection. ICCVW 2025: 3584-3593 - [c10]Weichao Cai, Weiliang Huang, Yunkang Cao, Chao Huang, Fei Yuan, Bob Zhang, Jie Wen:
Towards VLM-based Hybrid Explainable Prompt Enhancement for Zero-Shot Industrial Anomaly Detection. IJCAI 2025: 711-719 - [c9]Yihan Sun, Yuqi Cheng, Yunkang Cao, Yuxin Zhang, Weiming Shen:
Multi-View Reconstruction with Global Context for 3D Anomaly Detection*. SMC 2025: 6397-6402 - [c8]Yuxin Zhang, Yunkang Cao, Yuqi Cheng, Yihan Sun, Weiming Shen:
Leveraging Learning Bias for Noisy Anomaly Detection. SMC 2025: 6403-6408 - [i34]Wei Luo, Yunkang Cao, Haiming Yao, Xiaotian Zhang, Jianan Lou, Yuqi Cheng, Weiming Shen, Wenyong Yu:
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection. CoRR abs/2503.02424 (2025) - [i33]Yuqi Cheng, Yunkang Cao, Dongfang Wang, Weiming Shen, Wen-Long Li:
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection. CoRR abs/2505.07375 (2025) - [i32]Yunkang Cao, Yuqi Cheng, Xiaohao Xu, Yiheng Zhang, Yihan Sun, Yuxiang Tan, Yuxin Zhang, Xiaonan Huang, Weiming Shen:
Visual Anomaly Detection under Complex View-Illumination Interplay: A Large-Scale Benchmark. CoRR abs/2505.10996 (2025) - [i31]Wei Luo, Haiming Yao, Yunkang Cao, Qiyu Chen, Ang Gao, Weiming Shen, Wenyong Yu:
INP-Former++: Advancing Universal Anomaly Detection via Intrinsic Normal Prototypes and Residual Learning. CoRR abs/2506.03660 (2025) - [i30]Yuqi Cheng, Yihan Sun, Hui Zhang, Weiming Shen, Yunkang Cao:
Towards High-Resolution 3D Anomaly Detection: A Scalable Dataset and Real-Time Framework for Subtle Industrial Defects. CoRR abs/2507.07435 (2025) - [i29]Yuhu Bai, Jiangning Zhang, Yunkang Cao, Guangyuan Lu, Qingdong He, Xiangtai Li, Guanzhong Tian:
Bridge Feature Matching and Cross-Modal Alignment with Mutual-filtering for Zero-shot Anomaly Detection. CoRR abs/2507.11003 (2025) - [i28]Yuqi Cheng, Yunkang Cao, Haiming Yao, Wei Luo, Cheng Jiang, Hui Zhang, Weiming Shen:
A Comprehensive Survey for Real-World Industrial Defect Detection: Challenges, Approaches, and Prospects. CoRR abs/2507.13378 (2025) - [i27]Yihan Sun, Yuqi Cheng, Yunkang Cao, Yuxin Zhang, Weiming Shen:
Multi-View Reconstruction with Global Context for 3D Anomaly Detection. CoRR abs/2507.21555 (2025) - [i26]Qiyu Chen, Zhen Qu, Wei Luo, Haiming Yao, Yunkang Cao, Yuxin Jiang, Yinan Duan, Huiyuan Luo, Chengkan Lv, Zhengtao Zhang:
CoPS: Conditional Prompt Synthesis for Zero-Shot Anomaly Detection. CoRR abs/2508.03447 (2025) - [i25]Yuxin Zhang, Yunkang Cao, Yuqi Cheng, Yihan Sun, Weiming Shen:
Levarging Learning Bias for Noisy Anomaly Detection. CoRR abs/2508.07441 (2025) - [i24]Yanhui Li, Yunkang Cao, Chengliang Liu, Yuan Xiong, Xinghui Dong, Chao Huang:
IAD-R1: Reinforcing Consistent Reasoning in Industrial Anomaly Detection. CoRR abs/2508.09178 (2025) - [i23]Yuxin Jiang, Wei Luo, Hui Zhang, Qiyu Chen, Haiming Yao, Weiming Shen, Yunkang Cao:
Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation. CoRR abs/2511.10020 (2025) - [i22]Chaoran Xu, Chengkan Lv, Qiyu Chen, Yunkang Cao, Feng Zhang, Zhengtao Zhang:
DeltaDeno: Zero-Shot Anomaly Generation via Delta-Denoising Attribution. CoRR abs/2511.16920 (2025) - [i21]Hai Ling, Jia Guo, Zhulin Tao, Yunkang Cao, Donglin Di, Hongyan Xu, Xiu Su, Yang Song, Lei Fan:
ADNet: A Large-Scale and Extensible Multi-Domain Benchmark for Anomaly Detection Across 380 Real-World Categories. CoRR abs/2511.20169 (2025) - [i20]Yuxin Jiang, Yunkang Cao, Weiming Shen:
Prototypical Learning Guided Context-Aware Segmentation Network for Few-Shot Anomaly Detection. CoRR abs/2512.15319 (2025) - [i19]Changwei Wu, Yifei Chen, Yuxin Du, Mingxuan Liu, Jinying Zong, Beining Wu, Jie Dong, Feiwei Qin, Yunkang Cao, Qiyuan Tian:
AnyAD: Unified Any-Modality Anomaly Detection in Incomplete Multi-Sequence MRI. CoRR abs/2512.21264 (2025) - 2024
- [j10]Zhaoge Liu, Xiaohao Xu, Yunkang Cao, Weiming Shen:
Generative Denoise Distillation: Simple stochastic noises induce efficient knowledge transfer for dense prediction. Knowl. Based Syst. 302: 112365 (2024) - [j9]Yuhu Bai, Jiangning Zhang, Zhaofeng Chen, Yuhang Dong, Yunkang Cao, Guanzhong Tian:
Dual-path Frequency Discriminators for few-shot anomaly detection. Knowl. Based Syst. 302: 112397 (2024) - [j8]Yunkang Cao, Xiaohao Xu, Weiming Shen:
Complementary pseudo multimodal feature for point cloud anomaly detection. Pattern Recognit. 156: 110761 (2024) - [j7]Haiming Yao, Yunkang Cao, Wei Luo, Weihang Zhang, Wenyong Yu, Weiming Shen:
Prior Normality Prompt Transformer for Multiclass Industrial Image Anomaly Detection. IEEE Trans. Ind. Informatics 20(10): 11866-11876 (2024) - [j6]Qian Wan, Yunkang Cao, Liang Gao, Xinyu Li, Yiping Gao:
Deep Feature Contrasting for Industrial Image Anomaly Segmentation. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j5]Yunkang Cao, Xiaohao Xu, Chen Sun, Liang Gao, Weiming Shen:
BiaS: Incorporating Biased Knowledge to Boost Unsupervised Image Anomaly Localization. IEEE Trans. Syst. Man Cybern. Syst. 54(4): 2342-2353 (2024) - [c7]Yuqi Cheng, Yunkang Cao, Rui Chen, Weiming Shen:
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection. CASE 2024: 2123-2128 - [c6]Yiheng Zhang, Yunkang Cao, Tianhang Zhang, Weiming Shen:
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection. CASE 2024: 2134-2139 - [c5]Yunkang Cao, Jiangning Zhang, Luca Frittoli, Yuqi Cheng, Weiming Shen, Giacomo Boracchi:
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection. ECCV (35) 2024: 55-72 - [i18]Zhaoge Liu, Xiaohao Xu, Yunkang Cao, Weiming Shen:
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense Prediction. CoRR abs/2401.08332 (2024) - [i17]Yunkang Cao, Xiaohao Xu, Jiangning Zhang, Yuqi Cheng, Xiaonan Huang, Guansong Pang, Weiming Shen:
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect. CoRR abs/2401.16402 (2024) - [i16]Yuhu Bai, Jiangning Zhang, Yuhang Dong, Guanzhong Tian, Liang Liu, Yunkang Cao, Yabiao Wang, Chengjie Wang:
Dual-path Frequency Discriminators for Few-shot Anomaly Detection. CoRR abs/2403.04151 (2024) - [i15]Xiaohao Xu, Yunkang Cao, Yongqi Chen, Weiming Shen, Xiaonan Huang:
Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning. CoRR abs/2403.11083 (2024) - [i14]Han Sun, Yunkang Cao, Olga Fink:
CUT: A Controllable, Universal, and Training-Free Visual Anomaly Generation Framework. CoRR abs/2406.01078 (2024) - [i13]Yiheng Zhang, Yunkang Cao, Tianhang Zhang, Weiming Shen:
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection. CoRR abs/2406.04573 (2024) - [i12]Yiheng Zhang, Yunkang Cao, Xiaohao Xu, Weiming Shen:
LogiCode: an LLM-Driven Framework for Logical Anomaly Detection. CoRR abs/2406.04687 (2024) - [i11]Yuqi Cheng, Yunkang Cao, Rui Chen, Weiming Shen:
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection. CoRR abs/2406.07176 (2024) - [i10]Haiming Yao, Wei Luo, Yunkang Cao, Yiheng Zhang, Wenyong Yu, Weiming Shen:
Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection. CoRR abs/2406.07333 (2024) - [i9]Haiming Yao, Yunkang Cao, Wei Luo, Weihang Zhang, Wenyong Yu, Weiming Shen:
Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection. CoRR abs/2406.11507 (2024) - [i8]Yunkang Cao, Jiangning Zhang, Luca Frittoli, Yuqi Cheng, Weiming Shen, Giacomo Boracchi:
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection. CoRR abs/2407.15795 (2024) - [i7]Yuqi Cheng, Yunkang Cao, Guoyang Xie, Zhichao Lu, Weiming Shen:
Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework. CoRR abs/2409.13162 (2024) - [i6]Yunkang Cao, Haiming Yao, Wei Luo, Weiming Shen:
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling. CoRR abs/2412.17263 (2024) - 2023
- [j4]Yuxin Jiang, Yunkang Cao, Weiming Shen:
A masked reverse knowledge distillation method incorporating global and local information for image anomaly detection. Knowl. Based Syst. 280: 110982 (2023) - [j3]Yunkang Cao, Xiaohao Xu, Zhaoge Liu, Weiming Shen:
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization. IEEE Trans. Ind. Informatics 19(11): 10674-10683 (2023) - [c4]Yunkang Cao, Yiheng Zhang, Weiming Shen:
High-Resolution Image Anomaly Detection via Spatiotemporal Consistency Incorporated Knowledge Distillation. CASE 2023: 1-6 - [i5]Yunkang Cao, Xiaohao Xu, Zhaoge Liu, Weiming Shen:
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization. CoRR abs/2302.08769 (2023) - [i4]Yunkang Cao, Xiaohao Xu, Weiming Shen:
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection. CoRR abs/2303.13194 (2023) - [i3]Yunkang Cao, Xiaohao Xu, Chen Sun, Yuqi Cheng, Zongwei Du, Liang Gao, Weiming Shen:
Segment Any Anomaly without Training via Hybrid Prompt Regularization. CoRR abs/2305.10724 (2023) - [i2]Yunkang Cao, Xiaohao Xu, Chen Sun, Yuqi Cheng, Liang Gao, Weiming Shen:
Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection. CoRR abs/2306.09067 (2023) - [i1]Yunkang Cao, Xiaohao Xu, Chen Sun, Xiaonan Huang, Weiming Shen:
Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead. CoRR abs/2311.02782 (2023) - 2022
- [j2]Yunkang Cao, Qian Wan, Weiming Shen, Liang Gao:
Informative knowledge distillation for image anomaly segmentation. Knowl. Based Syst. 248: 108846 (2022) - [j1]Chuan Liu, Jingwei Wang, Yunkang Cao, Min Liu, Weiming Shen:
GON: End-to-end optimization framework for constraint graph optimization problems. Knowl. Based Syst. 254: 109697 (2022) - [c3]Qian Wan, Yunkang Cao, Liang Gao, Weiming Shen, Xinyu Li:
Position Encoding Enhanced Feature Mapping for Image Anomaly Detection. CASE 2022: 876-881 - [c2]Yunkang Cao, Yanan Song, Xiaohao Xu, Shuya Li, Yuhao Yu, Yifeng Zhang, Weiming Shen:
Semi-supervised Knowledge Distillation for Tiny Defect Detection. CSCWD 2022: 1010-1015 - [c1]Chuan Liu, Yunkang Cao, Chen Sun, Weiming Shen, Xinyu Li, Liang Gao:
An Outlier-Aware Method for UWB Indoor Positioning in NLoS Situations. CSCWD 2022: 1504-1509
Coauthor Index
[j26] [j25] [j24] [j23] [j22] [j18] [c17] [c16] [i42] [i38] [i37] [j16] [j15] [j14] [j13] [j12] [j11] [c13] [c9] [c8] [i34] [i33] [i32] [i31] [i30] [i28] [i27] [i25] [i23] [i20] [j10] [j8] [j7] [j5] [c7] [c6] [c5] [i18] [i17] [i15] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [j4] [j3] [c4] [i5] [i4] [i3] [i2] [i1] [j2] [j1] [c3] [c2] [c1]
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