Lei Yuan

1. A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations
   2022/04/29 by Lei Yuan, Yi-Qing Ni, Yi‐Qing Ni +3 · 16 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Nanofluid Flow and Heat Transfer #Fluid Dynamics and Turbulent Flows
2. A Survey of Progress on Cooperative Multi-agent Reinforcement Learning in Open Environment
   2023/12/02 by Lei Yuan, Yuan, Lei, Ziqian Zhang +7 · 9 citations
   Computer Science · #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
3. Multi-agent Dynamic Algorithm Configuration
   2022/10/13 by Ke Xue, Xue, Ke, Jiacheng Xu +11 · 4 citations
   Business, Management and Accounting · Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE)
4. Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters
   2021/11/10 by Xiangru Lian, Lian, Xiangru, Binhang Yuan +51 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
5. Multi-Agent Policy Transfer via Task Relationship Modeling
   2022/03/09 by Rongjun Qin, Qin, Rongjun, Feng Chen +13 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
6. Generalist Reward Models: Found Inside Large Language Models
   2025/06/29 by Yichen Li, Tianmin Xu, Li, Yi-Chen +14 · 11 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications #Topic Modeling
7. LPFS: Learnable Polarizing Feature Selection for Click-Through Rate Prediction
   2022/06/01 by Yi Guo, Guo, Yi, Zhaocheng Liu +15 · 2 citations
   Engineering · Materials Science · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Information Retrieval (cs.IR) #Machine Learning in Materials Science
8. Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers
   2023/05/10 by Lei Yuan, Yuan, Lei, Ziqian Zhang +15 · 2 citations
   Agricultural and Biological Sciences · Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Insect and Pesticide Research #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE)
9. Fast Teammate Adaptation in the Presence of Sudden Policy Change
   2023/05/10 by Ziqian Zhang, Zhang, Ziqian, Lei Yuan +13 · 2 citations
   Computer Science · #Reinforcement Learning in Robotics
10. Dictionary LASSO: Guaranteed Sparse Recovery under Linear Transformation
    2013/04/30 by Ji Liu, Liu, Ji, Lei Yuan +3 · 2 citations
    Engineering · #Sparse and Compressive Sensing Techniques #Microwave Imaging and Scattering Analysis #Photoacoustic and Ultrasonic Imaging
11. Comparison of oxidative stress induced by clarithromycin in two freshwater microalgae Raphidocelis subcapitata and Chlorella vulgaris
    2019/12/05 by Jiahua Guo, Jianglin Peng, Lei Yuan +6 · 1 citation
    Environmental Science · #Pharmaceutical and Antibiotic Environmental Impacts #Water Quality Monitoring and Analysis #Environmental Toxicology and Ecotoxicology
12. Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation
    2024/07/04 by Yi-Chen Li, Fuxiang Zhang, Li, Yi-Chen +12 · 2 citations
    Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. Self-Motivated Multi-Agent Exploration
    2023/01/05 by Shaowei Zhang, Zhang, Shaowei, Jiahan Cao +7 · 1 citation
    Computer Science · #Multi-Agent Systems and Negotiation #Mobile Crowdsensing and Crowdsourcing #Data Visualization and Analytics
14. Robust Multi-agent Communication via Multi-view Message Certification
    2023/05/07 by Lei Yuan, Tao Jiang, Yuan, Lei +9 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning
15. Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation
    2023/05/09 by Lei Yuan, Feng Chen, Yuan, Lei +5 · 1 citation
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Hate Speech and Cyberbullying Detection #Opinion Dynamics and Social Influence
16. A comprehensive review and future perspectives of simulation approaches in wire arc additive manufacturing (WAAM)
    2024/12/17 by Zhonghao Chen, Lei Yuan, Zengxi Pan +4 · 1 voice · 1 citation
    Engineering · #Additive Manufacturing Materials and Processes #Additive Manufacturing and 3D Printing Technologies #Manufacturing Process and Optimization
17. Stable Continual Reinforcement Learning via Diffusion-based Trajectory Replay
    2024/11/16 by Feng Chen, Fuguang Han, Chen, Feng +11 · 1 citation
    Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic control and management
18. DAUPNet: Domain-Aware Uncertainty Modeling for Reliable Prototype Discrimination in Cross-Domain Few-Shot Semantic Segmentation
    2026/07/14 by Lei Yuan, Zhongxu Hu, Jingyi Wen +1
    #cs.CV #cs.AI