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Jin, Yaochu

  1. Federated Learning on Non-IID Data: A Survey
    2021/06/12 by Zhu, Hangyu, Xu, Jinjin, Liu, Shiqing +1 · 52 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  2. Recent Advances in Bayesian Optimization
    2022/06/07 by Wang, Xilu, Jin, Yaochu, Schmitt, Sebastian +1 · 34 citations
    #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
  3. A Survey of Deep Learning Applications to Autonomous Vehicle Control
    2019/12/23 by Kuutti, Sampo, Bowden, Richard, Jin, Yaochu +2 · 16 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Systems and Control (eess.SY) #electronic engineering #information engineering
  4. Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore
    2023/01/28 by Guoyang Xie, Xie, Guoyang, Jiaqi Liu +6 · 14 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #vaccines and immunoinformatics approaches
  5. IM-IAD: Industrial Image Anomaly Detection Benchmark in Manufacturing
    2023/01/31 by Guoyang Xie, Jinbao Wang, Xie, Guoyang +13 · 13 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
  6. When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions
    2023/06/27 by Weiming Zhuang, Zhuang, Weiming, Chen Chen +5 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  7. Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas
    2024/10/18 by Xiang Hu, Hongyu Fu, Hu, Xiang +16 · 9 citations
    Engineering · #Biomedical and Engineering Education
  8. Deep Learning Based Brain Tumor Segmentation: A Survey
    2020/07/18 by Liu, Zhihua, Tong, Lei, Jiang, Zheheng +6 · 3 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
  9. Principled Design of Translation, Scale, and Rotation Invariant Variation Operators for Metaheuristics
    2021/05/22 by Ye Tian, Xingyi Zhang, Tian, Ye +7 · 3 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Vehicle Routing Optimization Methods
  10. Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection
    2024/01/15 by Fei Ming, Ming, Fei, Wenyin Gong +5 · 4 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Metaheuristic Optimization Algorithms Research #Industrial Technology and Control Systems
  11. Real-time Federated Evolutionary Neural Architecture Search
    2020/03/04 by Zhu, Hangyu, Jin, Yaochu · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
  12. From Federated Learning to Federated Neural Architecture Search: A Survey
    2020/09/12 by Hangyu Zhu, Zhu, Hangyu, Haoyu Zhang +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  13. Distributed Additive Encryption and Quantization for Privacy Preserving Federated Deep Learning
    2020/11/25 by Hangyu Zhu, Rui Wang, Zhu, Hangyu +7 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  14. Multi-objective Evolutionary Federated Learning
    2018/12/18 by Zhu, Hangyu, Jin, Yaochu · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
    2022/08/08 by Lu, Zhichao, Cheng, Ran, Jin, Yaochu +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  16. Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)
    2019/10/11 by Cheng He, Shihua Huang, He, Cheng +7 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
  17. EvoX: A Distributed GPU-accelerated Framework for Scalable Evolutionary Computation
    2023/01/29 by Beichen Huang, Ran Cheng, Huang, Beichen +6 · 3 citations
    Computer Science · #Evolutionary Algorithms and Applications #Metaheuristic Optimization Algorithms Research #Advanced Multi-Objective Optimization Algorithms
  18. What makes a good data augmentation for few-shot unsupervised image anomaly detection?
    2023/04/06 by Zhang, Lingrui, Zhang, Shuheng, Guoyang Xie +11 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Spectroscopy Techniques in Biomedical and Chemical Research
  19. Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective
    2024/07/17 by Zhaoxin Wang, Wang, Zhaoxin, Handing Wang +5 · 3 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  20. Adaptive Prototypical Networks with Label Words and Joint Representation Learning for Few-Shot Relation Classification
    2021/01/10 by Yan Xiao, Yaochu Jin, Xiao, Yan +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Text and Document Classification Technologies #Topic Modeling
  21. ULC: A Unified and Fine-Grained Controller for Humanoid Loco-Manipulation
    2025/07/09 by Wandong Sun, Sun, Wandong, Baoshi Cao +8 · 5 citations
    Engineering · #FOS: Computer and information sciences #Human Motion and Animation #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO)
  22. A Survey on Computationally Efficient Neural Architecture Search
    2022/06/03 by Liu, Shiqing, Zhang, Haoyu, Jin, Yaochu · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  23. Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results
    2017/06/08 by Yuan Yuan, Yew-Soon Ong, Yuan, Yuan +17 · 1 citation
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Metaheuristic Optimization Algorithms Research #Evolutionary Algorithms and Applications
  24. EmoDM: A Diffusion Model for Evolutionary Multi-objective Optimization
    2024/01/29 by Yan, Xueming, Jin, Yaochu · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  25. Rethinking Individual Global Max in Cooperative Multi-Agent Reinforcement Learning
    2022/09/20 by Yitian Hong, Hong, Yitian, Yaochu Jin +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  26. Biologically Plausible Brain Graph Transformer
    2025/02/13 by Ciyuan Peng, Yi Huang, Peng, Ciyuan +9 · 3 citations
    Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Molecular Communication and Nanonetworks #Neuroscience and Neural Engineering #Photoreceptor and optogenetics research
  27. DD-Ranking: Rethinking the Evaluation of Dataset Distillation
    2025/05/19 by Li, Zekai, Zhong, Xinhao, Khaki, Samir +49 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Designing Novel Cognitive Diagnosis Models via Evolutionary Multi-Objective Neural Architecture Search
    2023/07/10 by Shangshang Yang, Haiping Ma, Yang, Shangshang +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Online Learning and Analytics
  29. Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models
    2025/05/22 by Zhaoxin Wang, Handing Wang, Wang, Zhaoxin +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  30. Diffusion Model-Based Multiobjective Optimization for Gasoline Blending Scheduling
    2024/02/04 by Fang, Wenxuan, Du, Wei, He, Renchu +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  31. Token-Level Constraint Boundary Search for Jailbreaking Text-to-Image Models
    2025/04/15 by Liu, Jiangtao, Wang, Zhaoxin, Wang, Handing +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  32. A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions
    2024/01/02 by Wei Du, Du, Wei, Wenxuan Fang +7 · 1 citation
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE)
  33. A Composite Decomposition Method for Large-Scale Global Optimization
    2024/03/02 by Maojiang Tian, Tian, Maojiang, Minyang Chen +9 · 1 citation
    Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC)
  34. Federated Incomplete Multi-View Clustering with Heterogeneous Graph Neural Networks
    2024/06/12 by Yan, Xueming, Wang, Ziqi, Jin, Yaochu · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  35. A Unified Framework for Combinatorial Optimization Based on Graph Neural Networks
    2024/06/19 by Yaochu Jin, Xueming Yan, Jin, Yaochu +5 · 1 citation
    Engineering · #Industrial Technology and Control Systems
  36. Sparse Autoencoders Bridge The Deep Learning Model and The Brain
    2025/06/10 by Mao, Ziming, Xu, Jia, Zheng, Zeqi +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC)
  37. ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models using Pareto High-quality Data
    2025/04/23 by Gu, Haoran, Wang, Handing, Mei, Yi +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. CopyJudge: Automated Copyright Infringement Identification and Mitigation in Text-to-Image Diffusion Models
    2025/02/21 by Liu, Shunchang, Shi, Zhuan, Lyu, Lingjuan +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. ZeroDiff: Solidified Visual-Semantic Correlation in Zero-Shot Learning
    2024/06/05 by Zihan Ye, Shreyank N Gowda, Ye, Zihan +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning
  40. Position Paper: Unlocking the Potential of AI Researchers in Scientific Discovery-What Is Missing?
    2025/03/05 by Hui-Chu Yu, Yu, Hengjie, Haiyun Yang +8 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence in Healthcare and Education #C.3 #Computers and Society (cs.CY) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Human-Computer Interaction (cs.HC) #I.2.1 #I.2.4 #J.2 #J.3
  41. Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning
    2025/02/07 by Yuchen Liu, Chen Chen, Liu, Yuchen +6 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
  42. Think Small, Plan Smart: Minimalist Symbolic Abstraction and Heuristic Subspace Search for LLM-Guided Task Planning
    2025/01/25 by Junfeng Tang, Tang, Junfeng, Yuping Yan +8 · 1 citation
    Engineering · #Robot Manipulation and Learning #Robotics and Automated Systems