Luo, Bing
- Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling
2021/12/21 by Bing Luo, Luo, Bing, Wenli Xiao +7 · 5 citations
Computer Science · #Privacy-Preserving Technologies in Data #Wireless Networks and Protocols #Cooperative Communication and Network Coding
- Cost-Effective Federated Learning Design
2020/12/15 by Luo, Bing, Li, Xiang, Wang, Shiqiang +2 · 3 citations
#Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
- MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized Collaboration
2024/10/19 by Lu, Siyuan, Shao, Jiaqi, Luo, Bing +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Incentive Mechanism Design for Unbiased Federated Learning with Randomized Client Participation
2023/04/17 by Luo, Bing, Feng, Yutong, Wang, Shiqiang +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Ten Challenging Problems in Federated Foundation Models
2025/02/14 by Tao Fan, Hanlin Gu, Fan, Tao +61 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Machine Learning (cs.LG)
- Cost-Effective Federated Learning in Mobile Edge Networks
2021/09/12 by Bing Luo, Luo, Bing, Xiang Li +7 · 1 citation
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Advanced MIMO Systems Optimization #Stochastic Gradient Optimization Techniques
- Optimization Design for Federated Learning in Heterogeneous 6G Networks
2023/03/15 by Luo, Bing, Ouyang, Xiaomin, Sun, Peng +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- Adaptive Heterogeneous Client Sampling for Federated Learning over Wireless Networks
2024/04/22 by Luo, Bing, Xiao, Wenli, Wang, Shiqiang +2 · 1 citation
#Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent
2025/03/21 by Nusrat, Humza, Luo, Bing, Hall, Ryan +5 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Human-Computer Interaction (cs.HC) #Medical Physics (physics.med-ph)