Yaochu Jin

1. Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore
   2023/01/28 by Guoyang Xie, Xie, Guoyang, Jiaqi Liu +6 · 12 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
2. 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 · 8 citations
   Engineering · #Biomedical and Engineering Education
3. 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
4. Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection
   2024/01/15 by Fei Ming, Wenyin Gong, Ming, Fei +5 · 4 citations
   Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Metaheuristic Optimization Algorithms Research #Industrial Technology and Control Systems
5. From Federated Learning to Federated Neural Architecture Search: A Survey
   2020/09/12 by Hangyu Zhu, Haoyu Zhang, Zhu, Hangyu +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)
6. 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
7. Distributed Additive Encryption and Quantization for Privacy Preserving Federated Deep Learning
   2020/11/25 by Hangyu Zhu, Rui Wang, Zhu, Hangyu +7 · 1 citation
   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)
8. 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
9. Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective
   2024/07/17 by Zhaoxin Wang, Wang, Zhaoxin, Handing Wang +5 · 2 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
10. ULC: A Unified and Fine-Grained Controller for Humanoid Loco-Manipulation
    2025/07/09 by Wandong Sun, Sun, Wandong, Feng, Luying +8 · 5 citations
    Engineering · #FOS: Computer and information sciences #Human Motion and Animation #Robot Manipulation and Learning #Robotic Locomotion and Control #Robotics (cs.RO)
11. Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models
    2025/05/22 by Zhaoxin Wang, Wang, Zhaoxin, Handing Wang +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
12. A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions
    2024/01/02 by Wei Du, Wenxuan Fang, Du, Wei +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)
13. 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
14. Evolutionary Computation for Sparse Multi-Objective Optimization: A Survey
    2025/05/09 by Shuai Shao, Ye Tian, Yajie Zhang +5 · 1 citation
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Advanced Control Systems Optimization #Metaheuristic Optimization Algorithms Research
15. Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)
    2019/10/11 by Cheng He, He, Cheng, Shihua Huang +7 · 1 citation
    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)
16. 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
17. 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
18. Think Small, Plan Smart: Minimalist Symbolic Abstraction and Heuristic Subspace Search for LLM-Guided Task Planning
    2025/01/25 by Junfeng Tang, Yuping Yan, Tang, Junfeng +8 · 1 citation
    Engineering · #Robot Manipulation and Learning #Robotics and Automated Systems