Sun, Sheng
- FedCache: A Knowledge Cache-driven Federated Learning Architecture for Personalized Edge Intelligence
2023/08/15 by Wu, Zhiyuan, Sun, Sheng, Wang, Yuwei +6 · 4 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation
2022/04/14 by Wu, Zhiyuan, Sun, Sheng, Wang, Yuwei +5 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- TransDiffuser: Diverse Trajectory Generation with Decorrelated Multi-modal Representation for End-to-end Autonomous Driving
2025/05/14 by Xuefeng Jiang, Jiang, Xuefeng, Yuan Ma +16 · 10 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
- from Benign import Toxic: Jailbreaking the Language Model via Adversarial Metaphors
2025/02/25 by Yan, Yu, Sun, Sheng, Duan, Zenghao +5 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Knowledge Distillation in Federated Edge Learning: A Survey
2023/01/14 by Zhiyuan Wu, Wu, Zhiyuan, Sheng Sun +10 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data #Age of Information Optimization #IoT and Edge/Fog Computing
- Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach
2024/04/04 by Liu, Qingxiang, Sun, Sheng, Liang, Yuxuan +2 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Investigating Large Language Models for Code Vulnerability Detection: An Experimental Study
2024/12/24 by Xuefeng Jiang, Jiang, Xuefeng, L. H. Wu +13 · 3 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
- 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)
- 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)
- FedCache 2.0: Federated Edge Learning with Knowledge Caching and Dataset Distillation
2024/05/22 by Pan, Quyang, Sun, Sheng, Wu, Zhiyuan +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Peak-Controlled Logits Poisoning Attack in Federated Distillation
2024/07/25 by Aoxu Zhang, Tang, Yuhan, Zhang, Aoxu +10 · 1 citation
Engineering · #Process Optimization and Integration
- Recursive Offloading for LLM Serving in Multi-tier Networks
2025/05/22 by Wu, Zhiyuan, Sun, Sheng, Wang, Yuwei +5 · 2 citations
#Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- 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