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Xue, Hui

  1. Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain
    2021/03/02 by Liu, Honggu, Li, Xiaodan, Zhou, Wenbo +5 · 32 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  2. One-Dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications
    2023/12/26 by Lyu, Mengyao, Yang, Yuhong, Hong, Haiwen +6 · 35 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking
    2023/02/28 by Chang Liu, Yinpeng Dong, Liu, Chang +17 · 16 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
  4. Understanding the Weakness of Large Language Model Agents within a Complex Android Environment
    2024/02/09 by Mingzhe Xing, Xing, Mingzhe, Rongkai Zhang +9 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE) #Topic Modeling
  5. Towards Face Encryption by Generating Adversarial Identity Masks
    2020/03/15 by Yang, Xiao, Dong, Yinpeng, Pang, Tianyu +4 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency
    2025/01/09 by Zhao, Shiji, Duan, Ranjie, Wang, Fengxiang +7 · 19 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  7. Boosting Out-of-distribution Detection with Typical Features
    2022/10/09 by Yao Zhu, YueFeng Chen, Zhu, Yao +15 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning
    2024/05/06 by Qizhou Chen, Chen, Qizhou, Taolin Zhang +11 · 11 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  9. Composite Adversarial Attacks
    2020/12/10 by Xiaofeng Mao, Yuefeng Chen, Mao, Xiaofeng +9 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  10. Beyond ImageNet Attack: Towards Crafting Adversarial Examples for Black-box Domains
    2022/01/27 by Qilong Zhang, Xiaodan Li, Zhang, Qilong +11 · 5 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Ethics and Social Impacts of AI
  11. MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue
    2024/11/06 by Wang, Fengxiang, Duan, Ranjie, Xiao, Peng +9 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  12. Unrestricted Adversarial Attacks on ImageNet Competition
    2021/10/17 by Chen, Yuefeng, Mao, Xiaofeng, He, Yuan +34 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Synthesizing Coherent Story with Auto-Regressive Latent Diffusion Models
    2022/11/20 by Xichen Pan, Pengda Qin, Pan, Xichen +7 · 5 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Human Motion and Animation
  14. Towards Robust Vision Transformer
    2021/05/17 by Mao, Xiaofeng, Qi, Gege, Chen, Yuefeng +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. Deeper Insights into Weight Sharing in Neural Architecture Search
    2020/01/06 by Yuge Zhang, Zhang, Yuge, Zejun Lin +13 · 7 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  16. S-Eval: Towards Automated and Comprehensive Safety Evaluation for Large Language Models
    2024/05/23 by Xiaohan Yuan, Yuan, Xiaohan, Jinfeng Li +19 · 7 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Safety Systems Engineering in Autonomy
  17. COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts
    2023/07/24 by Mao, Xiaofeng, Chen, Yuefeng, Zhu, Yao +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Self-Supervised Learning For Few-Shot Image Classification
    2019/11/14 by Da Chen, Yuefeng Chen, Chen, Da +9 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  19. Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts
    2024/03/08 by Zhang, Zeyang, Wang, Xin, Zhang, Ziwei +5 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. LOGO-Net: Large-scale Deep Logo Detection and Brand Recognition with Deep Region-based Convolutional Networks
    2015/11/08 by Steven C. H. Hoi, Xiongwei Wu, Hoi, Steven C. H. +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  21. Enhance the Visual Representation via Discrete Adversarial Training
    2022/09/16 by Xiaofeng Mao, Mao, Xiaofeng, Yuefeng Chen +15 · 3 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Processing Techniques and Applications
  22. Context-Aware Robust Fine-Tuning
    2022/11/29 by Mao, Xiaofeng, Chen, Yuefeng, Jia, Xiaojun +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Improving Scene Text Image Super-resolution via Dual Prior Modulation Network
    2023/02/21 by Shipeng Zhu, Zhu, Shipeng, Zuoyan Zhao +5 · 3 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
  24. The Open Brands Dataset: Unified brand detection and recognition at scale
    2020/12/14 by Xuan Jin, Wei Su, Jin, Xuan +7 · 2 citations
    Business, Management and Accounting · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Imbalanced Data Classification Techniques #Intellectual Property and Patents
  25. Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection
    2023/05/20 by Xiaomin Zeng, Zeng, Xiao-Min, Yan Song +13 · 3 citations
    Computer Science · Engineering · #Acoustic Wave Phenomena Research #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  26. RAMS-Trans: Recurrent Attention Multi-scale Transformer forFine-grained Image Recognition
    2021/07/17 by Hu, Yunqing, Jin, Xuan, Zhang, Yin +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink
    2025/01/25 by Wang, Yining, Zhang, Mi, Sun, Junjie +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Model Inversion Attack via Dynamic Memory Learning
    2023/08/24 by Gege Qi, Qi, Gege, YueFeng Chen +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital and Cyber Forensics #FOS: Computer and information sciences #Forensic and Genetic Research
  29. Deep Features Analysis with Attention Networks
    2019/01/20 by Xie, Shipeng, Chen, Da, Zhang, Rong +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  30. Text Image Inpainting via Global Structure-Guided Diffusion Models
    2024/01/26 by Shipeng Zhu, Zhu, Shipeng, Pengfei Fang +9 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques
  31. Self-supervised Adversarial Training
    2019/11/15 by Chen, Kejiang, Zhou, Hang, Chen, Yuefeng +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network
    2020/02/07 by Zhe Ma, Jianfeng Dong, Ma, Zhe +11 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  33. DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models
    2024/05/31 by Taolin Zhang, Zhang, Taolin, Qizhou Chen +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  34. QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval
    2021/03/04 by Xiaodan Li, Jinfeng Li, Li, Xiaodan +13 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Traumatic Brain Injury and Neurovascular Disturbances
  35. Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning
    2025/06/13 by Ge, Chendi, Wang, Xin, Zhang, Zeyang +5 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Weakly Supervised Lesion Localization With Probabilistic-CAM Pooling
    2020/05/29 by Ye, Wenwu, Yao, Jin, Xue, Hui +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Reviving DSP for Advanced Theorem Proving in the Era of Reasoning Models
    2025/06/13 by Cao, Chenrui, Song, Liangcheng, Li, Zenan +4 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  38. Adversarial Attacks on ML Defense Models Competition
    2021/10/15 by Dong, Yinpeng, Fu, Qi-An, Yang, Xiao +25 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Towards Few-Shot Learning in the Open World: A Review and Beyond
    2024/08/19 by Hui Xue, Xue, Hui, Yuexuan An +13 · 2 citations
    Social Sciences · #Education and Critical Thinking Development #FOS: Computer and information sciences #Innovative Teaching Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Problem and Project Based Learning
  40. D2ETR: Decoder-Only DETR with Computationally Efficient Cross-Scale Attention
    2022/03/02 by Lin, Junyu, Mao, Xiaofeng, Chen, Yuefeng +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  41. Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
    2024/08/20 by Tianyi Xu, Xu, Tianyi, Kaixun Huang +11 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Sound (cs.SD) #electronic engineering #information engineering
  42. Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation
    2022/10/17 by Song, Xiaohui, Huang, Longtao, Xue, Hui +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  43. FairRec: Fairness Testing for Deep Recommender Systems
    2023/04/14 by Huizhong Guo, Jinfeng Li, Guo, Huizhong +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  44. Recurrent Inference Machine for Medical Image Registration
    2024/06/19 by Zhang, Yi, Zhao, Yidong, Xue, Hui +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  45. TransAudio: Towards the Transferable Adversarial Audio Attack via Learning Contextualized Perturbations
    2023/03/28 by Qi Gege, Gege, Qi, Yuefeng Chen +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  46. Oyster-I: Beyond Refusal -- Constructive Safety Alignment for Responsible Language Models
    2025/09/02 by Duan, Ranjie, Liu, Jiexi, Jia, Xiaojun +27 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Symbolic Computation (cs.SC)
  47. Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training
    2023/07/24 by Qi, Gege, Chen, Yuefeng, Mao, Xiaofeng +4 · 1 citation
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  48. PEAN: A Diffusion-Based Prior-Enhanced Attention Network for Scene Text Image Super-Resolution
    2023/11/29 by Zuoyan Zhao, Hui Xue, Zhao, Zuoyan +5 · 1 citation
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
  49. AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset
    2025/04/04 by Bingxiang He, Wenbin Zhang, He, Bingxiang +24 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  50. On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models
    2024/06/24 by Dongyang Li, Junbing Yan, Li, Dongyang +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  51. Zippo: Zipping Color and Transparency Distributions into a Single Diffusion Model
    2024/03/17 by Xie, Kangyang, Yang, Binbin, Chen, Hao +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  52. KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration
    2025/01/07 by Chengyuan Li, Suyang Zhou, Li, Chengyuan +7 · 1 citation
    Computer Science · Engineering · #Advanced Data Processing Techniques #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Seismology and Earthquake Studies
  53. SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning
    2024/12/12 by Wenqian Li, Pengfei Fang, Li, Wenqian +3 · 1 citation
    Computer Science · Engineering · #Speech Recognition and Synthesis #Fire Detection and Safety Systems #Domain Adaptation and Few-Shot Learning
  54. VRSA: Jailbreaking Multimodal Large Language Models through Visual Reasoning Sequential Attack
    2025/12/05 by Zhao, Shiji, Xiong, Shukun, Huang, Yao +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences