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Joey Tianyi Zhou

  1. Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
    2019/07/27 by Di Jin, Jin, Di, Zhijing Jin +5 · 82 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  2. Contrastive Clustering
    2020/09/21 by Yunfan Li, Peng Hu, Li, Yunfan +9 · 28 citations
    Computer Science · #Advanced Clustering Algorithms Research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  3. Trusted Multi-View Classification with Dynamic Evidential Fusion
    2022/04/25 by Zongbo Han, Changqing Zhang, Han, Zongbo +5 · 31 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
    2025/02/20 by Tian Xie, Zitian Gao, Xie, Tian +14 · 114 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  5. Span-based Localizing Network for Natural Language Video Localization
    2020/04/29 by Hao Zhang, Aixin Sun, Zhang, Hao +5 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  6. Efficient Sharpness-aware Minimization for Improved Training of Neural Networks
    2021/10/07 by Jiawei Du, Hanshu Yan, Du, Jiawei +11 · 21 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  7. Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation
    2022/11/20 by Jiawei Du, Du, Jiawei, Yidi Jiang +7 · 24 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  8. Deep Partial Multi-View Learning
    2020/11/12 by Changqing Zhang, Yajie Cui, Zhang, Changqing +9 · 15 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
  9. Sharpness-Aware Training for Free
    2022/05/27 by Jiawei Du, Daquan Zhou, Du, Jiawei +7 · 16 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Provable Dynamic Fusion for Low-Quality Multimodal Data
    2023/06/03 by Qingyang Zhang, Haitao Wu, Zhang, Qingyang +11 · 18 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
  11. Trusted Multi-View Classification
    2021/02/03 by Zongbo Han, Changqing Zhang, Han, Zongbo +5 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
  12. Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
    2023/11/22 by Xin Zhang, Zhang, Xin, Jiawei Du +7 · 16 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
  13. Noisy-Correspondence Learning for Text-to-Image Person Re-identification
    2023/08/19 by Qin Yang, Qin, Yang, Yingke Chen +9 · 12 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Gait Recognition and Analysis #Multimedia (cs.MM) #Video Surveillance and Tracking Methods
  14. You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network
    2020/06/30 by Boyun Li, Li, Boyun, Yuanbiao Gou +8 · 7 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods
  15. You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network
    2021/03/04 by Boyun Li, Yuanbiao Gou, Shuhang Gu +3 · 7 citations
    Computer Science · Engineering · #Image Enhancement Techniques #Advanced Image Processing Techniques #Advanced Image Fusion Techniques
  16. Exploit Bounding Box Annotations for Multi-label Object Recognition
    2015/04/22 by Hao Yang, Joey Tianyi Zhou, Yang, Hao +9 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Remote-Sensing Image Classification
  17. Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions
    2021/11/11 by Huan Ma, Ma, Huan, Zongbo Han +9 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Machine Learning and Data Classification
  18. Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment
    2024/09/26 by Jiawei Du, Xin Zhang, Du, Jiawei +7 · 12 citations
    Energy · Engineering · #Electrocatalysts for Energy Conversion #Fuel Cells and Related Materials
  19. 3DV: 3D Dynamic Voxel for Action Recognition in Depth Video
    2020/05/12 by Yancheng Wang, Wang, Yancheng, Yang Xiao +11 · 4 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Hand Gesture Recognition Systems #Gait Recognition and Analysis
  20. Word2Pix: Word to Pixel Cross Attention Transformer in Visual Grounding
    2021/07/31 by Heng Zhao, Zhao, Heng, Joey Tianyi Zhou +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  21. One-shot Entropy Minimization
    2025/05/26 by Gao, Zitian, Li Chen, Chen, Lynx +4 · 1 voice · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Reinforcement Learning in Robotics #Topic Modeling
  22. Sequential Subset Matching for Dataset Distillation
    2023/11/02 by Jiawei Du, Du, Jiawei, Qin Shi +3 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  23. Identifying and Mitigating Social Bias Knowledge in Language Models
    2024/08/07 by Ruizhe Chen, Chen, Ruizhe, Yichen Li +7 · 8 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  24. MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information
    2017/02/28 by Hao Yang, Joey Tianyi Zhou, Yang, Hao +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Text and Document Classification Technologies
  25. Towards Distribution-Agnostic Generalized Category Discovery
    2023/10/02 by Jianhong Bai, Bai, Jianhong, Zuozhu Liu +17 · 4 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 #Multimodal Machine Learning Applications
  26. Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges
    2024/06/11 by Ping Liu, Liu, Ping, Qiqi Tao +3 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  27. A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image
    2019/08/27 by Fu Xiong, Xiong, Fu, Boshen Zhang +11 · 2 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
  28. You Only Condense Once: Two Rules for Pruning Condensed Datasets
    2023/10/21 by Yang He, Lingao Xiao, He, Yang +3 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  29. Cross-modal Active Complementary Learning with Self-refining Correspondence
    2023/10/26 by Qin Yang, Qin, Yang, Sun Yuan +9 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  30. A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image
    2023/04/07 by Changlong Jiang, Jiang, Changlong, Xiao Yang +11 · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Stroke Rehabilitation and Recovery
  31. Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator
    2024/08/13 by Xin Zhang, Jiawei Du, Zhang, Xin +5 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM
  32. Direct Distillation between Different Domains
    2024/01/12 by Jialiang Tang, Tang, Jialiang, Shuo Chen +11 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Machine Learning and ELM
  33. Active Simultaneously Transmitting and Reflecting (STAR)-RISs: Modelling and Analysis
    2023/02/09 by Jiaqi Xu, Xu, Jiaqi, Jiakuo Zuo +5 · 2 citations
    Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #FOS: Electrical engineering #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
  34. Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection
    2023/08/31 by Kairui Hu, Ming Yan, Hu, Kairui +9 · 2 citations
    Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
  35. Data-independent Module-aware Pruning for Hierarchical Vision Transformers
    2024/04/21 by Yang He, He, Yang, Joey Tianyi Zhou +1 · 3 citations
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Multi-graph Fusion for Multi-view Spectral Clustering
    2019/09/16 by Zhao Kang, Guoxin Shi, Kang, Zhao +11 · 1 citation
    Computer Science · Engineering · Social Sciences · #Advanced Computing and Algorithms #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote-Sensing Image Classification
  37. Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition
    2020/08/26 by Ping Liu, Yuewei Lin, Liu, Ping +11 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Neural Networks and Applications
  38. A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation
    2020/01/22 by Di Jin, Jin, Di, Zhijing Jin +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  39. CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner
    2024/03/15 by Tingbing Yan, Yan, Tingbing, Wenzheng Zeng +13 · 2 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Gait Recognition and Analysis
  40. PointBA: Towards Backdoor Attacks in 3D Point Cloud
    2021/03/30 by Xinke Li, Zhirui Chen, Li, Xinke +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
  41. Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation
    2021/06/08 by Gabriel Tjio, Tjio, Gabriel, Ping Liu +5 · 1 citation
    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 #Infectious Diseases and Tuberculosis
  42. Towards Debiasing Temporal Sentence Grounding in Video
    2021/11/08 by Hao Zhang, Zhang, Hao, Aixin Sun +4 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  43. Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding
    2025/10/09 by Songtao Jiang, Jiang, Songtao, Sibo Song +45 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications
  44. Perceiving the World: Question-guided Reinforcement Learning for Text-based Games
    2022/03/20 by Yunqiu Xu, Meng Fang, Xu, Yunqiu +9 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Reinforcement Learning in Robotics
  45. Meta Knowledge Condensation for Federated Learning
    2022/09/29 by Ping Liu, Xin Yu, Liu, Ping +3 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  46. DD-Ranking: Rethinking the Evaluation of Dataset Distillation
    2025/05/19 by Zekai Li, Xinhao Zhong, Li, Zekai +100 · 5 citations
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning and Data Classification
  47. Video Set Distillation: Information Diversification and Temporal Densification
    2024/11/28 by Yinjie Zhao, Heng Zhao, Zhao, Yinjie +7 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  48. Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification
    2018/07/29 by Fu Xiong, Xiong, Fu, Yang Xiao +9 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Video Surveillance and Tracking Methods
  49. Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering
    2023/09/18 by Chi Zhang, Zhang, Chi, Wei Yin +13 · 1 citation
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Optical measurement and interference techniques
  50. Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation
    2025/05/16 by Xin Zhang, Zhang, Xin, Jiawei Du +6 · 2 citations
    Computer Science · #Semantic Web and Ontologies
  51. TokenSwap: Backdoor Attack on the Compositional Understanding of Large Vision-Language Models
    2025/09/29 by Zhifang Zhang, Zhang, Zhifang, Qiqi Tao +9 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling #cs.CV