Sheng Sun

1. Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation
   2022/04/14 by Zhiyuan Wu, Sheng Sun, Wu, Zhiyuan +9 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Traffic Prediction and Management Techniques
2. TransDiffuser: Diverse Trajectory Generation with Decorrelated Multi-modal Representation for End-to-end Autonomous Driving
   2025/05/14 by Xuefeng Jiang, Yuan Ma, Jiang, Xuefeng +16 · 11 citations
   Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
3. Knowledge Distillation in Federated Edge Learning: A Survey
   2023/01/14 by Zhiyuan Wu, Sheng Sun, Wu, Zhiyuan +10 · 2 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Age of Information Optimization #IoT and Edge/Fog Computing
4. Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study
   2024/12/24 by Xuefeng Jiang, Jiang, Xuefeng, L. H. Wu +13 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Software Reliability and Analysis Research #Web Application Security Vulnerabilities
5. FedTrip: A Resource-Efficient Federated Learning Method with Triplet Regularization
   2023/04/12 by Xujing Li, Li, Xujing, Min Liu +9 · 1 citation
   Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
6. The Better You Learn, The Smarter You Prune: Towards Efficient Vision-language-action Models via Differentiable Token Pruning
   2025/09/16 by Titong Jiang, X. S. Jiang, Jiang, Titong +16 · 7 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO)
7. Peak-Controlled Logits Poisoning Attack in Federated Distillation
   2024/07/25 by Tang, Yuhan, Aoxu Zhang, Zhang, Aoxu +10 · 1 citation
   Engineering · #Process Optimization and Integration
8. Learnable Sparse Customization in Heterogeneous Edge Computing
   2024/12/10 by Jingjing Xue, Xue, Jingjing, Sheng Sun +9 · 1 citation
   Health Professions · Social Sciences · #Innovation in Digital Healthcare Systems #Advanced Computing and Algorithms #Multimedia Communication and Technology
9. FoMoVLA: Bridging Visual Foresight and Motion Guidance for Vision-Language-Action Models
   2026/07/16 by Wei Li, Peijin Jia, Yuan Ma +9
   #cs.CV #cs.AI