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Li, Haoliang

  1. Low-Light Image Enhancement with Normalizing Flow
    2021/09/13 by Yufei Wang, Renjie Wan, Wang, Yufei +9 · 21 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Enhancement Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  2. Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization
    2020/09/27 by Li, Haoliang, Wang, YuFei, Wan, Renjie +3 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  3. Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales
    2021/07/13 by Chenqi Kong, Baoliang Chen, Kong, Chenqi +8 · 8 citations
    Computer Science · #Face recognition and analysis #Biometric Identification and Security #Adversarial Robustness in Machine Learning
  4. Pixel-Inconsistency Modeling for Image Manipulation Localization
    2023/09/30 by Chenqi Kong, Kong, Chenqi, Anwei Luo +9 · 10 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Digital Media Forensic Detection #Cell Image Analysis Techniques #Adversarial Robustness in Machine Learning
  5. Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography
    2024/05/28 by Jie Liu, Yixiao Zhang, Liu, Jie +19 · 13 citations
    Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment #AI in cancer detection
  6. Domain-invariant Feature Exploration for Domain Generalization
    2022/07/25 by Lu Wang, Jindong Wang, Lu, Wang +7 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  7. Towards Multi-Modal Sarcasm Detection via Hierarchical Congruity Modeling with Knowledge Enhancement
    2022/10/07 by Hui Liu, Wenya Wang, Liu, Hui +3 · 6 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining
  8. Rethinking Attention-Model Explainability through Faithfulness Violation Test
    2022/01/28 by Yibing Liu, Liu, Yibing, Haoliang Li +9 · 5 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
  9. MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection
    2024/04/12 by Chenqi Kong, Anwei Luo, Kong, Chenqi +9 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis
  10. Embracing the Dark Knowledge: Domain Generalization Using Regularized Knowledge Distillation
    2021/07/06 by Yufei Wang, Wang, Yufei, Haoliang Li +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
  11. Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference
    2024/02/28 by Benjamin Walker, Andrew McLeod, Walker, Benjamin +9 · 7 citations
    Computer Science · #Neural Networks and Applications
  12. Medchain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence
    2024/12/02 by Jie Liu, Wenxuan Wang, Liu, Jie +16 · 10 citations
    Immunology and Microbiology · Computer Science · Social Sciences · #Biosimilars and Bioanalytical Methods #Law, AI, and Intellectual Property #Artificial Intelligence in Law
  13. When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding
    2024/08/15 by Zhang, Pingping, Li, Jinlong, Chen, Kecheng +6 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  14. Digital and Physical Face Attacks: Reviewing and One Step Further
    2022/09/29 by Chenqi Kong, Kong, Chenqi, Shiqi Wang +3 · 4 citations
    Computer Science · #Face recognition and analysis #Biometric Identification and Security #Digital Media Forensic Detection
  15. Benchmarking the Robustness of Spatial-Temporal Models Against Corruptions
    2021/10/13 by Yi, Chenyu, Yang, Siyuan, Li, Haoliang +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Variational Disentanglement for Domain Generalization
    2021/09/13 by Yufei Wang, Wang, Yufei, Haoliang Li +5 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
  17. Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder
    2022/05/16 by Tiexin Qin, Qin, Tiexin, Shiqi Wang +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Temporal Coherent Test-Time Optimization for Robust Video Classification
    2023/02/28 by Yi, Chenyu, Yang, Siyuan, Wang, Yufei +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
    2023/06/05 by Yibing Liu, Liu, Yibing, Chris Xing Tian +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  20. Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis
    2024/09/04 by Rizhao Cai, Cai, Rizhao, Zitong Yu +8 · 5 citations
    Computer Science · #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis
  21. Domain Generalization with Small Data
    2024/02/09 by Kecheng Chen, Chen, Kecheng, Elena Gal +5 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  22. Rehearsal-Free Domain Continual Face Anti-Spoofing: Generalize More and Forget Less
    2023/03/16 by Cai, Rizhao, Cui, Yawen, Li, Zhi +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Privacy-Preserving Constrained Domain Generalization via Gradient Alignment
    2021/05/14 by Tian, Chris Xing, Li, Haoliang, Wang, Yufei +1 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  24. Disentangled Feature Representation for Few-shot Image Classification
    2021/09/26 by Cheng, Hao, Wang, Yufei, Li, Haoliang +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. One-Class Knowledge Distillation for Face Presentation Attack Detection
    2022/05/08 by Li, Zhi, Cai, Rizhao, Li, Haoliang +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. TELLER: A Trustworthy Framework for Explainable, Generalizable and Controllable Fake News Detection
    2024/02/12 by Liu, Hui, Wang, Wenya, Li, Haoru +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. Exposing AI-generated Videos: A Benchmark Dataset and a Local-and-Global Temporal Defect Based Detection Method
    2024/05/07 by Peisong He, Leyao Zhu, He, Peisong +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-Identification
    2018/07/04 by Lin, Shan, Li, Haoliang, Li, Chang-Tsun +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning
    2024/06/14 by Hui Liu, Liu, Hui, Wenya Wang +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  30. Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems
    2020/09/15 by Li, Haoliang, Wang, Yufei, Xie, Xiaofei +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  31. Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture
    2024/08/23 by Chenqi Kong, Anwei Luo, Kong, Chenqi +13 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  32. S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens
    2023/09/07 by Rizhao Cai, Cai, Rizhao, Zitong Yu +11 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Biometric Identification and Security #Face recognition and analysis #Forensic and Genetic Research
  33. Efficient Nonlinear Function Approximation in Analog Resistive Crossbars for Recurrent Neural Networks
    2024/11/27 by Yang, Junyi, Mao, Ruibin, Jiang, Mingrui +9 · 3 citations
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
  34. Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems
    2024/07/12 by Ziyuan Luo, Boxin Shi, Luo, Ziyuan +5 · 2 citations
    Computer Science · Mathematics · Physics and Astronomy · #Color Science and Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Numerical methods in inverse problems #electronic engineering #information engineering
  35. Two-branch Multi-scale Deep Neural Network for Generalized Document Recapture Attack Detection
    2022/11/30 by Li, Jiaxing, Kong, Chenqi, Wang, Shiqi +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Enhancing General Face Forgery Detection via Vision Transformer with Low-Rank Adaptation
    2023/03/02 by Chenqi Kong, Kong, Chenqi, Haoliang Li +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  37. M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System
    2023/01/30 by Kong, Chenqi, Zheng, Kexin, Liu, Yibing +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  38. Interpretable Multimodal Misinformation Detection with Logic Reasoning
    2023/05/10 by Hui Liu, Liu, Hui, Wenya Wang +3 · 1 citation
    Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimedia (cs.MM) #Topic Modeling
  39. NPVForensics: Jointing Non-critical Phonemes and Visemes for Deepfake Detection
    2023/06/12 by Yu Chen, Yang Yu, Chen, Yu +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Speech and Audio Processing
  40. Event Trojan: Asynchronous Event-based Backdoor Attacks
    2024/07/09 by Ruofei Wang, Qing Guo, Wang, Ruofei +5 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptographic Implementations and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security
  41. The NeRF Signature: Codebook-Aided Watermarking for Neural Radiance Fields
    2025/02/26 by Ziyuan Luo, Anderson Rocha, Luo, Ziyuan +9 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  42. Target-agnostic Source-free Domain Adaptation for Regression Tasks
    2023/12/01 by He, Tianlang, Xia, Zhiqiu, Chen, Jierun +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  43. Temporal Unlearnable Examples: Preventing Personal Video Data from Unauthorized Exploitation by Object Tracking
    2025/07/10 by Wu, Qiangqiang, Yu, Yi, Kong, Chenqi +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  44. Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates
    2025/04/02 by Chen, Kecheng, Luo, Xinyu, Qin, Tiexin +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM)
  45. Learning Dynamic Graph Embeddings with Neural Controlled Differential Equations
    2023/02/22 by Tiexin Qin, Benjamin Walker, Qin, Tiexin +7 · 1 citation
    Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Human Mobility and Location-Based Analysis
  46. Image Provenance Analysis via Graph Encoding with Vision Transformer
    2024/08/26 by Keyang Zhang, Chenqi Kong, Zhang, Keyang +6 · 1 citation
    Decision Sciences · Computer Science · Biochemistry, Genetics and Molecular Biology · #Scientific Computing and Data Management #Research Data Management Practices #Genetics, Bioinformatics, and Biomedical Research
  47. Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need
    2024/11/19 by Chen, Kecheng, Zhang, Pingping, Liu, Hui +6 · 1 citation
    #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