Wang, Heqiang

1. Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective
   2020/04/09 by Jie Xu, Xu, Jie, Heqiang Wang +1 · 10 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
2. Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks
   2021/01/10 by Jie Xu, Heqiang Wang, Xu, Jie +3 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
3. On the Local Cache Update Rules in Streaming Federated Learning
   2023/03/28 by Heqiang Wang, Wang, Heqiang, Jieming Bian +3 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
4. Online Vertical Federated Learning for Cooperative Spectrum Sensing
   2023/12/18 by Heqiang Wang, Jie Xu, Wang, Heqiang +1 · 2 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cognitive Radio Networks and Spectrum Sensing #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
5. Combating Client Dropout in Federated Learning via Friend Model Substitution
   2022/05/26 by Heqiang Wang, Jie Xu, Wang, Heqiang +1 · 1 citation
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Distributed Sensor Networks and Detection Algorithms
6. Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things
   2025/01/03 by Heqiang Wang, Wang, Heqiang, Xiaoxiong Zhong +7 · 2 citations
   Computer Science · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)