Yunkang Cao

79 papers A* 6B 2C 3Journal 62Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Integrated Sensing-Computing Processor for Spectral-Based Chinese Herbal Medicine Classification With Algorithm-FPGA Co-Design.
IEEE Trans. Ind. Electron.
Hui Zhang, Hai Wang, Bingrui Zhao, Tongzhi Niu, Yunkang Cao, Yaonan Wang
2026 A* conf
Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation.
AAAI
Yuxin Jiang, Wei Luo, Hui Zhang, Qiyu Chen, Haiming Yao, Weiming Shen, Yunkang Cao
2026 J jnl
Bidirectional adaptive transformers for multimodal anomaly detection.
Expert Syst. Appl.
Yuxin Jiang, Yunkang Cao, Weiming Shen
2026 J jnl
FPF: A Focused Perception Framework for Small Defect Identification in Complex Power Scenarios.
IEEE Trans. Ind. Informatics
Hui Zhang, Hang Liu, Baheti Biekezat, Rui Du, Yunkang Cao, Kaining Zhang, Tongzhi Niu, Yaonan Wang
2026 A* conf
IAD-R1: Reinforcing Consistent Reasoning in Industrial Anomaly Detection.
AAAI
Yanhui Li, Yunkang Cao, Chengliang Liu, Yuan Xiong, Xinghui Dong, Chao Huang
2026 J jnl
M3-AD: Reflection-aware Multi-modal, Multi-category, and Multi-dimensional Benchmark and Framework for Industrial Anomaly Detection.
CoRR
Chao Huang, Yanhui Li, Yunkang Cao, Wei Wang, Hongxi Huang, Jie Wen, Wenqi Ren, Xiaochun Cao
2026 J jnl
Reason-IAD: Knowledge-Guided Dynamic Latent Reasoning for Explainable Industrial Anomaly Detection.
CoRR
Peng Chen, Chao Huang, Yunkang Cao, Chengliang Liu, Wenqiang Wang, Mingbo Yang, Li Shen, Wenqi Ren, Xiaochun Cao
2026 J jnl
Rethinking Genomic Modeling Through Optical Character Recognition.
CoRR
Hongxin Xiang, Pengsen Ma, Yunkang Cao, Di Yu, Haowen Chen, Xinyu Yang, Xiangxiang Zeng
2026 J jnl
Toward Zero-Shot Point Cloud Anomaly Detection: A Multiview Projection Framework.
IEEE Trans. Syst. Man Cybern. Syst.
Yuqi Cheng, Yunkang Cao, Guoyang Xie, Zhichao Lu, Weiming Shen
2026 A* conf
Towards High-Resolution 3D Anomaly Detection: A Scalable Dataset and Real-Time Framework for Subtle Industrial Defects.
AAAI
Yuqi Cheng, Yihan Sun, Hui Zhang, Weiming Shen, Yunkang Cao
2026 J jnl
URA-Net: Uncertainty-Integrated Anomaly Perception and Restoration Attention Network for Unsupervised Anomaly Detection.
CoRR
Wei Luo, Peng Xing, Yunkang Cao, Haiming Yao, Weiming Shen, Zechao Li
2026 J jnl
URA-Net: Uncertainty-Integrated Anomaly Perception and Restoration Attention Network for Unsupervised Anomaly Detection.
IEEE Trans. Circuits Syst. Video Technol.
Wei Luo, Peng Xing, Yunkang Cao, Haiming Yao, Weiming Shen, Zechao Li
2026 J jnl
VTFusion: A Vision-Text Multimodal Fusion Network for Few-Shot Anomaly Detection.
CoRR
Yuxin Jiang, Yunkang Cao, Yuqi Cheng, Yiheng Zhang, Weiming Shen
2026 J jnl
Visual anomaly detection under complex view-illumination interplay: A large-scale benchmark.
Pattern Recognit.
Yunkang Cao, Yuqi Cheng, Yuxin Zhang, Xiaohao Xu, Yiheng Zhang, Yihan Sun, Yuxiang Tan, Xiaonan Huang, Chao Huang, Weiming Shen
2025 J jnl
A Comprehensive Survey for Real-World Industrial Defect Detection: Challenges, Approaches, and Prospects.
CoRR
Yuqi Cheng, Yunkang Cao, Haiming Yao, Wei Luo, Cheng Jiang, Hui Zhang, Weiming Shen
2025 J jnl
ADNet: A Large-Scale and Extensible Multi-Domain Benchmark for Anomaly Detection Across 380 Real-World Categories.
CoRR
Hai Ling, Jia Guo, Zhulin Tao, Yunkang Cao, Donglin Di, Hongyan Xu, Xiu Su, Yang Song, Lei Fan
2025 J jnl
Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation.
CoRR
Yuxin Jiang, Wei Luo, Hui Zhang, Qiyu Chen, Haiming Yao, Weiming Shen, Yunkang Cao
2025 J jnl
AnyAD: Unified Any-Modality Anomaly Detection in Incomplete Multi-Sequence MRI.
CoRR
Changwei Wu, Yifei Chen, Yuxin Du, Mingxuan Liu, Jinying Zong, Beining Wu, Jie Dong, Feiwei Qin, Yunkang Cao, Qiyuan Tian
2025 J jnl
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection.
CoRR
Yuqi Cheng, Yunkang Cao, Dongfang Wang, Weiming Shen, Wen-long Li
2025 J jnl
Boosting Global-Local Feature Matching via Anomaly Synthesis for Multi-Class Point Cloud Anomaly Detection.
IEEE Trans Autom. Sci. Eng.
Yuqi Cheng, Yunkang Cao, Dongfang Wang, Weiming Shen, Wenlong Li
2025 — conf
Bridge Feature Matching and Cross-Modal Alignment with Mutual-Filtering for Zero-Shot Anomaly Detection.
ICCVW
Yuhu Bai, Jiangning Zhang, Yunkang Cao, Guangyuan Lu, Qingdong He, Xiangtai Li, Guanzhong Tian
2025 J jnl
Bridge Feature Matching and Cross-Modal Alignment with Mutual-filtering for Zero-shot Anomaly Detection.
CoRR
Yuhu Bai, Jiangning Zhang, Yunkang Cao, Guangyuan Lu, Qingdong He, Xiangtai Li, Guanzhong Tian
2025 J jnl
CoPS: Conditional Prompt Synthesis for Zero-Shot Anomaly Detection.
CoRR
Qiyu Chen, Zhen Qu, Wei Luo, Haiming Yao, Yunkang Cao, Yuxin Jiang, Yinan Duan, Huiyuan Luo, Chengkan Lv, Zhengtao Zhang
2025 C conf
Customizing Visual-Language Foundation Models for Multi-Modal Anomaly Detection and Reasoning.
CSCWD
Xiaohao Xu, Yunkang Cao, Huaxin Zhang, Nong Sang, Xiaonan Huang
2025 J jnl
DeltaDeno: Zero-Shot Anomaly Generation via Delta-Denoising Attribution.
CoRR
Chaoran Xu, Chengkan Lv, Qiyu Chen, Yunkang Cao, Feng Zhang, Zhengtao Zhang
2025 J jnl
Diffusion-based vision-language model for zero-shot anomaly detection in medical images.
Eng. Appl. Artif. Intell.
Yanhui Chen, Hongkang Tao, Zan Yang, Yunkang Cao, Chen Jiang, Longhua Hu, Pengwen Xiong, Haobo Qiu
2025 A* conf
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection.
CVPR
Wei Luo, Yunkang Cao, Haiming Yao, Xiaotian Zhang, Jianan Lou, Yuqi Cheng, Weiming Shen, Wenyong Yu
2025 J jnl
Exploring Intrinsic Normal Prototypes within a Single Image for Universal Anomaly Detection.
CoRR
Wei Luo, Yunkang Cao, Haiming Yao, Xiaotian Zhang, Jianan Lou, Yuqi Cheng, Weiming Shen, Wenyong Yu
2025 J jnl
Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection.
IEEE Trans. Syst. Man Cybern. Syst.
Haiming Yao, Wei Luo, Yunkang Cao, Yiheng Zhang, Wenyong Yu, Weiming Shen
2025 J jnl
IAD-R1: Reinforcing Consistent Reasoning in Industrial Anomaly Detection.
CoRR
Yanhui Li, Yunkang Cao, Chengliang Liu, Yuan Xiong, Xinghui Dong, Chao Huang
2025 J jnl
INP-Former++: Advancing Universal Anomaly Detection via Intrinsic Normal Prototypes and Residual Learning.
CoRR
Wei Luo, Haiming Yao, Yunkang Cao, Qiyu Chen, Ang Gao, Weiming Shen, Wenyong Yu
2025 J jnl
Levarging Learning Bias for Noisy Anomaly Detection.
CoRR
Yuxin Zhang, Yunkang Cao, Yuqi Cheng, Yihan Sun, Weiming Shen
2025 B conf
Leveraging Learning Bias for Noisy Anomaly Detection.
SMC
Yuxin Zhang, Yunkang Cao, Yuqi Cheng, Yihan Sun, Weiming Shen
2025 J jnl
LogiCode: An LLM-Driven Framework for Logical Anomaly Detection.
IEEE Trans Autom. Sci. Eng.
Yiheng Zhang, Yunkang Cao, Xiaohao Xu, Weiming Shen
2025 B conf
Multi-View Reconstruction with Global Context for 3D Anomaly Detection
SMC
Yihan Sun, Yuqi Cheng, Yunkang Cao, Yuxin Zhang, Weiming Shen
2025 J jnl
Multi-View Reconstruction with Global Context for 3D Anomaly Detection.
CoRR
Yihan Sun, Yuqi Cheng, Yunkang Cao, Yuxin Zhang, Weiming Shen
2025 J jnl
Personalizing Vision-Language Models With Hybrid Prompts for Zero-Shot Anomaly Detection.
IEEE Trans. Cybern.
Yunkang Cao, Xiaohao Xu, Yuqi Cheng, Chen Sun, Zongwei Du, Liang Gao, Weiming Shen
2025 J jnl
Prototypical Learning Guided Context-Aware Segmentation Network for Few-Shot Anomaly Detection.
CoRR
Yuxin Jiang, Yunkang Cao, Weiming Shen
2025 J jnl
Prototypical Learning Guided Context-Aware Segmentation Network for Few-Shot Anomaly Detection.
IEEE Trans. Neural Networks Learn. Syst.
Yuxin Jiang, Yunkang Cao, Weiming Shen
2025 J jnl
Towards High-Resolution 3D Anomaly Detection: A Scalable Dataset and Real-Time Framework for Subtle Industrial Defects.
CoRR
Yuqi Cheng, Yihan Sun, Hui Zhang, Weiming Shen, Yunkang Cao
2025 A* conf
Towards VLM-based Hybrid Explainable Prompt Enhancement for Zero-Shot Industrial Anomaly Detection.
IJCAI
Weichao Cai, Weiliang Huang, Yunkang Cao, Chao Huang, Fei Yuan, Bob Zhang, Jie Wen
2025 A* conf
Unseen Visual Anomaly Generation.
CVPR
Han Sun, Yunkang Cao, Hao Dong, Olga Fink
2025 J jnl
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling.
IEEE Trans. Ind. Informatics
Yunkang Cao, Haiming Yao, Wei Luo, Weiming Shen
2025 J jnl
Visual Anomaly Detection under Complex View-Illumination Interplay: A Large-Scale Benchmark.
CoRR
Yunkang Cao, Yuqi Cheng, Xiaohao Xu, Yiheng Zhang, Yihan Sun, Yuxiang Tan, Yuxin Zhang, Xiaonan Huang, Weiming Shen
2024 J jnl
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect.
CoRR
Yunkang Cao, Xiaohao Xu, Jiangning Zhang, Yuqi Cheng, Xiaonan Huang, Guansong Pang, Weiming Shen
2024 — conf
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection.
ECCV (35)
Yunkang Cao, Jiangning Zhang, Luca Frittoli, Yuqi Cheng, Weiming Shen, Giacomo Boracchi
2024 J jnl
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection.
CoRR
Yunkang Cao, Jiangning Zhang, Luca Frittoli, Yuqi Cheng, Weiming Shen, Giacomo Boracchi
2024 — conf
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection.
CASE
Yiheng Zhang, Yunkang Cao, Tianhang Zhang, Weiming Shen
2024 J jnl
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection.
CoRR
Yiheng Zhang, Yunkang Cao, Tianhang Zhang, Weiming Shen
2024 J jnl
BiaS: Incorporating Biased Knowledge to Boost Unsupervised Image Anomaly Localization.
IEEE Trans. Syst. Man Cybern. Syst.
Yunkang Cao, Xiaohao Xu, Chen Sun, Liang Gao, Weiming Shen
2024 J jnl
CUT: A Controllable, Universal, and Training-Free Visual Anomaly Generation Framework.
CoRR
Han Sun, Yunkang Cao, Olga Fink
2024 J jnl
Complementary pseudo multimodal feature for point cloud anomaly detection.
Pattern Recognit.
Yunkang Cao, Xiaohao Xu, Weiming Shen
2024 J jnl
Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning.
CoRR
Xiaohao Xu, Yunkang Cao, Yongqi Chen, Weiming Shen, Xiaonan Huang
2024 J jnl
Deep Feature Contrasting for Industrial Image Anomaly Segmentation.
IEEE Trans. Instrum. Meas.
Qian Wan, Yunkang Cao, Liang Gao, Xinyu Li, Yiping Gao
2024 J jnl
Dual-path Frequency Discriminators for Few-shot Anomaly Detection.
CoRR
Yuhu Bai, Jiangning Zhang, Yuhang Dong, Guanzhong Tian, Liang Liu, Yunkang Cao, Yabiao Wang, Chengjie Wang
2024 J jnl
Dual-path Frequency Discriminators for few-shot anomaly detection.
Knowl. Based Syst.
Yuhu Bai, Jiangning Zhang, Zhaofeng Chen, Yuhang Dong, Yunkang Cao, Guanzhong Tian
2024 J jnl
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense Prediction.
CoRR
Zhaoge Liu, Xiaohao Xu, Yunkang Cao, Weiming Shen
2024 J jnl
Generative Denoise Distillation: Simple stochastic noises induce efficient knowledge transfer for dense prediction.
Knowl. Based Syst.
Zhaoge Liu, Xiaohao Xu, Yunkang Cao, Weiming Shen
2024 J jnl
Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection.
CoRR
Haiming Yao, Wei Luo, Yunkang Cao, Yiheng Zhang, Wenyong Yu, Weiming Shen
2024 J jnl
LogiCode: an LLM-Driven Framework for Logical Anomaly Detection.
CoRR
Yiheng Zhang, Yunkang Cao, Xiaohao Xu, Weiming Shen
2024 J jnl
Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection.
CoRR
Haiming Yao, Yunkang Cao, Wei Luo, Weihang Zhang, Wenyong Yu, Weiming Shen
2024 J jnl
Prior Normality Prompt Transformer for Multiclass Industrial Image Anomaly Detection.
IEEE Trans. Ind. Informatics
Haiming Yao, Yunkang Cao, Wei Luo, Weihang Zhang, Wenyong Yu, Weiming Shen
2024 — conf
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection.
CASE
Yuqi Cheng, Yunkang Cao, Rui Chen, Weiming Shen
2024 J jnl
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection.
CoRR
Yuqi Cheng, Yunkang Cao, Rui Chen, Weiming Shen
2024 J jnl
Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework.
CoRR
Yuqi Cheng, Yunkang Cao, Guoyang Xie, Zhichao Lu, Weiming Shen
2024 J jnl
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling.
CoRR
Yunkang Cao, Haiming Yao, Wei Luo, Weiming Shen
2023 J jnl
A masked reverse knowledge distillation method incorporating global and local information for image anomaly detection.
Knowl. Based Syst.
Yuxin Jiang, Yunkang Cao, Weiming Shen
2023 J jnl
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization.
CoRR
Yunkang Cao, Xiaohao Xu, Zhaoge Liu, Weiming Shen
2023 J jnl
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization.
IEEE Trans. Ind. Informatics
Yunkang Cao, Xiaohao Xu, Zhaoge Liu, Weiming Shen
2023 J jnl
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection.
CoRR
Yunkang Cao, Xiaohao Xu, Weiming Shen
2023 — conf
High-Resolution Image Anomaly Detection via Spatiotemporal Consistency Incorporated Knowledge Distillation.
CASE
Yunkang Cao, Yiheng Zhang, Weiming Shen
2023 J jnl
Segment Any Anomaly without Training via Hybrid Prompt Regularization.
CoRR
Yunkang Cao, Xiaohao Xu, Chen Sun, Yuqi Cheng, Zongwei Du, Liang Gao, Weiming Shen
2023 J jnl
Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead.
CoRR
Yunkang Cao, Xiaohao Xu, Chen Sun, Xiaonan Huang, Weiming Shen
2023 J jnl
Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection.
CoRR
Yunkang Cao, Xiaohao Xu, Chen Sun, Yuqi Cheng, Liang Gao, Weiming Shen
2022 C conf
An Outlier-Aware Method for UWB Indoor Positioning in NLoS Situations.
CSCWD
Chuan Liu, Yunkang Cao, Chen Sun, Weiming Shen, Xinyu Li, Liang Gao
2022 J jnl
GON: End-to-end optimization framework for constraint graph optimization problems.
Knowl. Based Syst.
Chuan Liu, Jingwei Wang, Yunkang Cao, Min Liu, Weiming Shen
2022 J jnl
Informative knowledge distillation for image anomaly segmentation.
Knowl. Based Syst.
Yunkang Cao, Qian Wan, Weiming Shen, Liang Gao
2022 — conf
Position Encoding Enhanced Feature Mapping for Image Anomaly Detection.
CASE
Qian Wan, Yunkang Cao, Liang Gao, Weiming Shen, Xinyu Li
2022 C conf
Semi-supervised Knowledge Distillation for Tiny Defect Detection.
CSCWD
Yunkang Cao, Yanan Song, Xiaohao Xu, Shuya Li, Yuhao Yu, Yifeng Zhang, Weiming Shen