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Kun He

  1. Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities
    2022/03/28 by Fadime Şener, Dibyadip Chatterjee, Sener, Fadime +11 · 53 citations
    Computer Science · Medicine · #Human Pose and Action Recognition #Stroke Rehabilitation and Recovery #Hand Gesture Recognition Systems
  2. Enhancing the Transferability of Adversarial Attacks through Variance Tuning
    2021/03/29 by Xiaosen Wang, Wang, Xiaosen, Kun He +1 · 36 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  3. NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs
    2022/06/10 by Jinsong Chen, Chen, Jinsong, Kaiyuan Gao +5 · 29 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Complex Network Analysis Techniques
  4. Multilevel Language and Vision Integration for Text-to-Clip Retrieval
    2018/04/13 by Huijuan Xu, Xu, Huijuan, Kun He +9 · 13 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
  5. Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem
    2023/04/19 by Yan Jin, Yuandong Ding, Jin, Yan +13 · 17 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Vehicle License Plate Recognition #Vehicle Routing Optimization Methods
  6. Single Image Reflection Removal through Cascaded Refinement
    2019/11/15 by Chao Li, Li, Chao, Yixiao Yang +7 · 9 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  7. AssemblyHands: Towards Egocentric Activity Understanding via 3D Hand Pose Estimation
    2023/04/24 by Takehiko Ohkawa, Kun He, Ohkawa, Takehiko +9 · 14 citations
    Computer Science · Medicine · #Human Pose and Action Recognition #Hand Gesture Recognition Systems #Stroke Rehabilitation and Recovery
  8. Towards Understanding Learning Representations: To What Extent Do\n Different Neural Networks Learn the Same Representation
    2018/10/27 by Liwei Wang, Lunjia Hu, Wang, Liwei +11 · 12 citations
    Computer Science · #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification
  9. Natural Language Adversarial Defense through Synonym Encoding
    2019/09/15 by Xiaosen Wang, Wang, Xiaosen, Hao Jin +5 · 10 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
  10. TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting
    2021/09/09 by Haohai Sun, Jialun Zhong, Sun, Haohai +7 · 9 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Topic Modeling #Bioinformatics and Genomic Networks
  11. All in Tokens: Unifying Output Space of Visual Tasks via Soft Token
    2023/01/05 by Ning Jia, Chen Li, Ning, Jia +11 · 11 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image Processing Techniques and Applications #Advanced Vision and Imaging
  12. Triangle Attack: A Query-efficient Decision-based Adversarial Attack
    2021/12/13 by Xiaosen Wang, Zeliang Zhang, Wang, Xiaosen +11 · 9 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
  13. Alternative route for electrochemical ammonia synthesis by reduction of nitrate on copper nanosheets
    2020/04/30 by Xianbiao Fu, Xingang Zhao, Xiaobing Hu +8 · 13 citations
    Chemical Engineering · Computer Science · Energy · #Advanced Photocatalysis Techniques #Ammonia Synthesis and Nitrogen Reduction #Caching and Content Delivery
  14. Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability
    2021/11/21 by Yifeng Xiong, Jiadong Lin, Xiong, Yifeng +7 · 8 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Improving the Generalization of Adversarial Training with Domain Adaptation
    2018/10/01 by Chuanbiao Song, Song, Chuanbiao, Kun He +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and 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 (stat.ML)
  16. Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects
    2024/03/25 by Zicong Fan, Fan, Zicong, Takehiko Ohkawa +45 · 12 citations
    Engineering · Computer Science · Psychology · #Robot Manipulation and Learning #Hand Gesture Recognition Systems #Action Observation and Synchronization
  17. FABind: Fast and Accurate Protein-Ligand Binding
    2023/09/21 by Qizhi Pei, Pei, Qizhi, Kaiyuan Gao +18 · 1 voice · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics #cs.AI #cs.LG #q-bio.BM
  18. Reinforced Lin-Kernighan-Helsgaun Algorithms for the Traveling Salesman Problems
    2022/07/08 by Jiongzhi Zheng, Zheng, Jiongzhi, Kun He +7 · 5 citations
    Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Constraint Satisfaction and Optimization #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Vehicle Routing Optimization Methods
  19. Rethinking the Backward Propagation for Adversarial Transferability
    2023/06/22 by Xiaosen Wang, Wang, Xiaosen, Kangheng Tong +3 · 7 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem
    2020/12/08 by Jiongzhi Zheng, Zheng, Jiongzhi, Kun He +7 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics #Vehicle Routing Optimization Methods
  21. Local Descriptors Optimized for Average Precision
    2018/04/15 by Kun He, He, Kun, Yan Lu +3 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Remote-Sensing Image Classification
  22. A Powerful Generative Model Using Random Weights for the Deep Image Representation
    2016/06/15 by Kun He, He, Kun, Yan Wang +3 · 4 citations
    Computer Science · Neuroscience · #Advanced Vision and Imaging #Aesthetic Perception and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  23. CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning
    2024/04/24 by Haolin Wu, Jing Chen, Wu, Haolin +13 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  24. AT-GAN: An Adversarial Generator Model for Non-constrained Adversarial Examples
    2019/04/16 by Xiaosen Wang, Kun He, Wang, Xiaosen +7 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Boosting Adversarial Transferability through Enhanced Momentum
    2021/03/19 by Xiaosen Wang, Jiadong Lin, Wang, Xiaosen +7 · 3 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
  26. Perfect Sampling for (Atomic) Lovász Local Lemma
    2021/07/08 by Kun He, Xiaoming Sun, He, Kun +3 · 3 citations
    Mathematics · #Mathematical Analysis and Transform Methods #Limits and Structures in Graph Theory #Mathematical Approximation and Integration
  27. Farsighted Probabilistic Sampling: A General Strategy for Boosting Local Search MaxSAT Solvers
    2021/08/23 by Jiongzhi Zheng, Kun He, Zheng, Jiongzhi +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Advanced biosensing and bioanalysis techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Optimization and Search Problems
  28. Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
    2024/06/27 by Jinsong Chen, Chen, Jinsong, Hanpeng Liu +5 · 4 citations
    Computer Science · Engineering · Neuroscience · #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices #Brain Tumor Detection and Classification
  29. Hidden Community Detection in Social Networks
    2017/02/24 by Kun He, He, Kun, Yingru Li +5 · 2 citations
    Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  30. Deterministic counting Lovász local lemma beyond linear programming
    2022/12/30 by Kun He, Chunyang Wang, He, Kun +3 · 2 citations
    Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Complexity and Algorithms in Graphs #Bayesian Modeling and Causal Inference
  31. KD-Club: An Efficient Exact Algorithm with New Coloring-based Upper Bound for the Maximum k-Defective Clique Problem
    2023/08/14 by Mingming Jin, Jiongzhi Zheng, Jin, Mingming +3 · 2 citations
    Computer Science · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning and Algorithms #Optimization and Search Problems
  32. Hashing as Tie-Aware Learning to Rank
    2017/05/23 by Kun He, He, Kun, Fatih Çakir +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Surveillance and Tracking Methods
  33. An efficient thermal lattice Boltzmann method for simulating three-dimensional liquid-vapor phase change
    2022/06/02 by Jiangxu Huang, Lei Wang, Huang, Jiangxu +5 · 2 citations
    Engineering · #Lattice Boltzmann Simulation Studies #Aerosol Filtration and Electrostatic Precipitation #Nanofluid Flow and Heat Transfer
  34. Quantum Lovász Local Lemma: Shearer's Bound is Tight
    2018/04/19 by Kun He, Qian Li, He, Kun +5 · 1 citation
    Computer Science · Mathematics · #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Graph theory and applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
  35. On the Complexity of Bayesian Generalization
    2022/11/20 by Yu-Zhe Shi, Manjie Xu, Shi, Yu-Zhe +15 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  36. Rethinking the Soft Conflict Pseudo Boolean Constraint on MaxSAT Local Search Solvers
    2024/01/19 by Jiongzhi Zheng, Zheng, Jiongzhi, Zhuo Chen +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Formal Methods in Verification
  37. CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay
    2024/02/02 by Jianshu Zhang, Zhang, Jianshu, Yankai Fu +7 · 2 citations
    Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Cognitive Science and Education Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Memory Processes and Influences #Psychological and Educational Research Studies
  38. Robust Local Features for Improving the Generalization of Adversarial Training
    2019/09/23 by Chuanbiao Song, Song, Chuanbiao, Kun He +7 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Rethinking Membership Inference Attacks Against Transfer Learning
    2025/01/20 by Cong Wu, Wu, Cong, Jing Chen +15 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Machine Learning in Healthcare
  40. Robust Textual Embedding against Word-level Adversarial Attacks
    2022/02/28 by Yichen Yang, Yang, Yichen, Xiaosen Wang +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Vulseye: Detect Smart Contract Vulnerabilities via Stateful Directed Graybox Fuzzing
    2024/08/19 by Ruichao Liang, Jing Chen, Liang, Ruichao +15 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Software Engineering (cs.SE)
  42. Two New Upper Bounds for the Maximum k-plex Problem
    2023/01/18 by Jiongzhi Zheng, Zheng, Jiongzhi, Mingming Jin +3 · 1 citation
    Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Packing Problems
  43. Improved Bounds for Sampling Solutions of Random CNF Formulas
    2022/07/25 by Kun He, Kewen Wu, He, Kun +3 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #Cryptography and Data Security #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Logic, Reasoning, and Knowledge #Probability (math.PR)
  44. Sampling Constraint Satisfaction Solutions in the Local Lemma Regime
    2020/11/08 by Weiming Feng, Feng, Weiming, Kun He +3 · 1 citation
    Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Machine Learning and Algorithms #Bayesian Modeling and Causal Inference
  45. Knowledge Distillation via Token-level Relationship Graph
    2023/06/20 by Shuoxi Zhang, Zhang, Shuoxi, Hanpeng Liu +3 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Retinal Imaging and Analysis
  46. VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models
    2025/05/26 by Bingrui Sima, Sima, Bingrui, Cong, Linhua +4 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  47. TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack
    2022/01/20 by Zhen Yu, Yu, Zhen, Xiaosen Wang +5 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Spam and Phishing Detection
  48. Intra-task Mutual Attention based Vision Transformer for Few-Shot Learning
    2024/05/06 by Weihao Jiang, Chang Liu, Jiang, Weihao +3 · 1 citation
    Computer Science · Neuroscience · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Brain Tumor Detection and Classification
  49. Boosting Meta-Training with Base Class Information for Few-Shot Learning
    2024/03/06 by Weihao Jiang, Guodong Liu, Jiang, Weihao +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)