Technical Program

MO3-1: Machine Learning for Wireless Resource Allocation

Session Type: Virtual
Time: Monday, November 2, 14:50 - 16:30
Virtual Session: View on Virtual Platform
Location: Room 1
Session Chairs: Alejandro Ribeiro, University of Pennsylvania and Mark Eisen, Intel
 
MO3-1-1: Deep Learning for Scalable Wireless Resource Allocation: Which Model to Use?
         Yifei Shen; The Hong Kong University of Science and Technology
         Jun Zhang; The Hong Kong Polytechnic University
         Shenghui Song; The Hong Kong University of Science and Technology
         B. Khaled Letaief; The Hong Kong University of Science and Technology
 
MO3-1-2: Importance- and Channel-Aware Scheduling in Cellular Federated Edge Learning
         Jinke Ren; Zhejiang University
         Yinghui He; Zhejiang University
         Dingzhu Wen; The University of Hong Kong
         Guanding Yu; Zhejiang University
         Kaibin Huang; The University of Hong Kong
         Dongning Guo; Northwestern University
 
MO3-1-3: Decentralized Wireless Resource Allocation with Graph Neural Networks
         Zhiyang Wang; University of Pennsylvania
         Mark Eisen; Intel Corporation
         Alejandro Ribeiro; University of Pennsylvania
 
MO3-1-4: A Combinatorial Bandit Approach to UAV-aided Edge Computing
         Bochun Wu; Fudan University
         Tianyi Chen; Rensselaer Polytechnic Institute
         Xin Wang; Fudan University