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Pan Zhou

  1. MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
    2024/02/07 by Dongping Chen, Chen, Dongping, Ruoxi Chen +17 · 82 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Translation Studies and Practices #linguistics and terminology studies
  2. EnlightenGAN: Deep Light Enhancement without Paired Supervision
    2019/06/17 by Yifan Jiang, Jiang, Yifan, Xinyu Gong +14 · 40 citations
    Computer Science · #Image Enhancement Techniques #Advanced Image Processing Techniques #Image and Signal Denoising Methods
  3. A Survey of Model Compression and Acceleration for Deep Neural Networks
    2017/10/23 by Yu Cheng, Duo Wang, Cheng, Yu +5 · 43 citations
    Computer Science · #Advanced Data Compression Techniques #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Prototypical Contrastive Learning of Unsupervised Representations
    2020/05/11 by Junnan Li, Li, Junnan, Pan Zhou +5 · 48 citations
    Computer Science · #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 #Multimodal Machine Learning Applications
  5. MetaFormer Is Actually What You Need for Vision
    2021/11/22 by Weihao Yu, Mi Luo, Yu, Weihao +13 · 32 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  6. EnlightenGAN: Deep Light Enhancement Without Paired Supervision
    2021/01/01 by Yifan Jiang, Xinyu Gong, Ding Liu +7 · 28 citations
    Computer Science · #Advanced Image Processing Techniques #Image Enhancement Techniques #Image and Signal Denoising Methods
  7. MetaFormer is Actually What You Need for Vision
    2022/06/01 by Weihao Yu, Mi Luo, Pan Zhou +5 · 23 citations
    Neuroscience · #Visual perception and processing mechanisms
  8. MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
    2023/10/04 by Yi Huang, Jiawen Shi, Huang, Yue +19 · 29 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  9. Optimization-based Prompt Injection Attack to LLM-as-a-Judge
    2024/03/26 by Jiawen Shi, Zenghui Yuan, Shi, Jiawen +11 · 34 citations
    Computer Science · #Security and Verification in Computing #Cryptography and Data Security #Adversarial Robustness in Machine Learning
  10. Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
    2022/08/13 by Xingyu Xie, Pan Zhou, Xie, Xingyu +7 · 19 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #Optimization and Control (math.OC)
  11. Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning
    2020/10/12 by Pan Zhou, Zhou, Pan, Jiashi Feng +9 · 9 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  12. MetaFormer Baselines for Vision
    2023/11/01 by Weihao Yu, Chenyang Si, Pan Zhou +5 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
  13. Towards Understanding Convergence and Generalization of AdamW
    2024/03/27 by Pan Zhou, Xingyu Xie, Zhouchen Lin +1 · 14 citations
    Engineering · Computer Science · #Optimization and Packing Problems #Neural Networks and Applications #Face and Expression Recognition
  14. Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation
    2023/12/05 by Shanshan Zhong, Zhongzhan Huang, Zhong, Shanshan +11 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  15. LPT: Long-tailed Prompt Tuning for Image Classification
    2022/10/03 by Bowen Dong, Pan Zhou, Dong, Bowen +5 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Text and Document Classification Technologies
  16. MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning
    2023/11/22 by Yixin Liu, Chenrui Fan, Liu, Yixin +9 · 9 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  17. Memory-Guided Semantic Learning Network for Temporal Sentence Grounding
    2022/01/03 by Daizong Liu, Liu, Daizong, Xiaoye Qu +9 · 6 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  18. Friendly Sharpness-Aware Minimization
    2024/03/19 by Tao Li, Li, Tao, Pan Zhou +7 · 10 citations
    Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Jailbreaking GPT-4V via Self-Adversarial Attacks with System Prompts
    2023/11/15 by Yuanwei Wu, Wu, Yuanwei, Xiang Li +7 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Software Engineering Research #Topic Modeling
  20. GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
    2024/06/16 by Dongping Chen, Yue Huang, Chen, Dongping +37 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  21. Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction
    2024/03/27 by Qiuhong Shen, Zike Wu, Shen, Qiuhong +11 · 9 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding
    2023/01/02 by Jiahao Zhu, Daizong Liu, Zhu, Jiahao +19 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  23. CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code
    2024/04/24 by Batu Guan, Yao Wan, Guan, Batu +11 · 7 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Internet Traffic Analysis and Secure E-voting #Digital Rights Management and Security
  24. The Landscape of Deep Learning Algorithms
    2017/05/19 by Pan Zhou, Jiashi Feng, Zhou, Pan +1 · 6 citations
    Computer Science · Mathematics · #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods
  25. Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos
    2021/09/14 by Daizong Liu, Liu, Daizong, Xiaoye Qu +5 · 4 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
  26. Virtual Context: Enhancing Jailbreak Attacks with Special Token Injection
    2024/06/28 by Yuqi Zhou, Zhou, Yuqi, Lu Lin +7 · 6 citations
    Computer Science · #Advanced Malware Detection Techniques #Digital and Cyber Forensics #Adversarial Robustness in Machine Learning
  27. Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment
    2024/11/26 by Dongping Chen, Ruoxi Chen, Chen, Dongping +19 · 8 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimodal Machine Learning Applications #Video Analysis and Summarization
  28. LOVA3: Learning to Visual Question Answering, Asking and Assessment
    2024/05/23 by Henry Hengyuan Zhao, Zhao, Henry Hengyuan, Pan Zhou +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Multimodal Machine Learning Applications
  29. Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos
    2020/08/06 by Xiaoye Qu, Qu, Xiaoye, Pengwei Tang +9 · 3 citations
    Computer Science · #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
  30. DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing
    2021/03/02 by Wenxiao Wang, Wang, Wenxiao, Tianhao Wang +11 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Stochastic Gradient Optimization Techniques
  31. BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
    2025/05/22 by Xueyang Zhou, Guiyao Tie, Zhou, Xueyang +9 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
  32. The Impact of Large Language Models in Academia: from Writing to Speaking
    2024/09/20 by Mingmeng Geng, C.-Y. Doris and Lily Li-juang Liu Chen, Geng, Mingmeng +9 · 5 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Second Language Learning and Teaching
  33. F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation
    2020/12/04 by Daizong Liu, Dongdong Yu, Liu, Daizong +5 · 2 citations
    Computer Science · #Visual Attention and Saliency Detection #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
  34. Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph
    2024/11/28 by Yutong Zhang, Zhang, Yutong, Lixing Chen +15 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies
  35. Towards Understanding Why Mask-Reconstruction Pretraining Helps in Downstream Tasks
    2022/06/08 by Jiachun Pan, Pan, Jiachun, Pan Zhou +3 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  36. What Makes Good Collaborative Views? Contrastive Mutual Information Maximization for Multi-Agent Perception
    2024/03/15 by Wanfang Su, Lixing Chen, Su, Wanfang +11 · 3 citations
    Computer Science · #Visual Attention and Saliency Detection
  37. Zeroth-Order Fine-Tuning of LLMs in Random Subspaces
    2024/10/11 by Ziming Yu, Yu, Ziming, Pan Zhou +7 · 4 citations
    Computer Science · Engineering · #Advanced Data Compression Techniques #Advanced Wireless Communication Techniques #Artificial Intelligence (cs.AI) #Digital Filter Design and Implementation #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Position-guided Text Prompt for Vision-Language Pre-training
    2022/12/19 by Alex Jinpeng Wang, Pan Zhou, Wang, Alex Jinpeng +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  39. Contrastive Video Question Answering via Video Graph Transformer
    2023/02/27 by Junbin Xiao, Pan Zhou, Xiao, Junbin +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  40. Optimal Repair Layering for Erasure-Coded Data Centers: From Theory to Practice
    2017/04/12 by Yuchong Hu, Hu, Yuchong, Xiaolu Li +11 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  41. Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval
    2022/09/23 by Xiang Fang, Fang, Xiang, Daizong Liu +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  42. Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks
    2018/01/17 by Jie Xu, Lixing Chen, Xu, Jie +3 · 1 citation
    Computer Science · #Caching and Content Delivery #IoT and Edge/Fog Computing #Opportunistic and Delay-Tolerant Networks
  43. Genixer: Empowering Multimodal Large Language Models as a Powerful Data Generator
    2023/12/11 by Henry Hengyuan Zhao, Zhao, Henry Hengyuan, Pan Zhou +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  44. How Important is the Train-Validation Split in Meta-Learning?
    2020/10/12 by Yu Bai, Minshuo Chen, Bai, Yu +13 · 2 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Sparse and Compressive Sensing Techniques
  45. 3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack
    2023/08/15 by Yunbo Tao, Tao, Yunbo, Daizong Liu +9 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  46. LIBERO-PRO: Towards Robust and Fair Evaluation of Vision-Language-Action Models Beyond Memorization
    2025/10/04 by Xueyang Zhou, Y. P. Xu, Zhou, Xueyang +12 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO)
  47. Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond
    2018/04/05 by Xi Ouyang, Ouyang, Xi, Yu Cheng +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
  48. Exploring Optical-Flow-Guided Motion and Detection-Based Appearance for Temporal Sentence Grounding
    2022/03/06 by Daizong Liu, Liu, Daizong, Xiang Fang +5 · 1 citation
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Hand Gesture Recognition Systems
  49. A Causality-aware Paradigm for Evaluating Creativity of Multimodal Large Language Models
    2025/01/25 by Zhongzhan Huang, Shanshan Zhong, Huang, Zhongzhan +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Speech and dialogue systems
  50. Stateful Serverless Application Placement in MEC With Function and State Dependencies
    2023/03/29 by Zichuan Xu, Lizhen Zhou, Weifa Liang +5 · 2 citations
    Computer Science · #IoT and Edge/Fog Computing #Age of Information Optimization #Blockchain Technology Applications and Security
  51. Multi-Pair Temporal Sentence Grounding via Multi-Thread Knowledge Transfer Network
    2024/12/20 by Xiang Fang, Fang, Xiang, Wanlong Fang +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  52. Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding
    2019/11/01 by Pan Zhou, Zhou, Pan, Ruchao Fan +5 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis #electronic engineering #information engineering
  53. Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World
    2024/04/30 by Wen Yin, Jian Lou, Yin, Wen +13 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security #Security and Verification in Computing
  54. SoPo: Text-to-Motion Generation Using Semi-Online Preference Optimization
    2024/12/06 by Xiaofeng Tan, Tan, Xiaofeng, H Wang +5 · 2 citations
    Engineering · Social Sciences · Computer Science · #Human Motion and Animation #Multimedia Communication and Technology #Video Analysis and Summarization
  55. LoCo: Low-Bit Communication Adaptor for Large-scale Model Training
    2024/07/05 by Xingyu Xie, Zhijie Lin, Xie, Xingyu +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Parallel Computing and Optimization Techniques
  56. Provably Efficient Action-Manipulation Attack Against Continuous Reinforcement Learning
    2024/11/20 by Zhi Luo, Xiyuan Yang, Luo, Zhi +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  57. Two are better than one: Context window extension with multi-grained self-injection
    2024/10/25 by Wei Han, Han, Wei, Pan Zhou +5 · 1 citation
    Computer Science · #Data Visualization and Analytics #Advanced Database Systems and Queries #Data Stream Mining Techniques
  58. From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors
    2025/10/20 by Zhengshen Zhang, Zhang, Zhengshen, Hao Li +23 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  59. RFMSR: Residual Flow Matching for Image Super-Resolution
    2026/07/30 by Shuwei Huang, Tianyao Luo, Jicheng Liu +1
    Computer Science · #cs.CV
  60. Layer Edelstein Effect
    2026/07/19 by Binchang Zhou, Pan Zhou, Baoru Pan +3
    Physics and Astronomy · #cond-mat.mes-hall #cond-mat.mtrl-sci