Wei-Bin Kou

1. pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving
   2024/05/07 by Wei-Bin Kou, Kou, Wei-Bin, Qingfeng Lin +18 · 3 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Robotics (cs.RO) #and Cluster Computing (cs.DC)
2. FedRC: A Rapid-Converged Hierarchical Federated Learning Framework in Street Scene Semantic Understanding
   2024/07/01 by Wei-Bin Kou, Qingfeng Lin, Kou, Wei-Bin +9 · 3 citations
   Computer Science · Engineering · Social Sciences · #Computational and Text Analysis Methods #FOS: Computer and information sciences #Music and Audio Processing #Robotics (cs.RO) #Traffic Prediction and Management Techniques
3. Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving
   2024/09/29 by Wei-Bin Kou, Qingfeng Lin, Kou, Wei-Bin +11 · 3 citations
   Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Robotics (cs.RO) #Stochastic Gradient Optimization Techniques
4. Enhancing Large Vision Model in Street Scene Semantic Understanding through Leveraging Posterior Optimization Trajectory
   2025/01/03 by Wei-Bin Kou, Qingfeng Lin, Kou, Wei-Bin +12 · 1 citation
   Computer Science · #Video Surveillance and Tracking Methods
5. AirMoE: Statistic-Augmented Over-the-Air MoE for Collaborative Intelligence
   2026/07/18 by Wei-Bin Kou, Jingreng Lei, Guangxu Zhu +1
   #cs.DC
6. Route by Kinematics, Act by Observation: Kinematics-Supervised Expert Routing in MoE-Augmented VLA
   2026/07/29 by Tianhang Yang, Yanze Zheng, Junjie Wang +3
   Computer Science · #cs.RO