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 |