2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
SPCOM-9: Online and Active Learning for Communications |
| Session Type: Poster |
| Time: Friday, 11 June, 14:00 - 14:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Mingyi Hong, University of Minnesota |
| SPCOM-9.1: DEEP ACTIVE LEARNING APPROACH TO ADAPTIVE BEAMFORMING FOR MMWAVE INITIAL ALIGNMENT |
| Foad Sohrabi; University of Toronto |
| Zhilin Chen; University of Toronto |
| Wei Yu; University of Toronto |
| SPCOM-9.2: LEARNING TO CONTINUOUSLY OPTIMIZE WIRELESS RESOURCE IN EPISODICALLY DYNAMIC ENVIRONMENT |
| Haoran Sun; University of Minnesota |
| Wenqiang Pu; The Chinese University of Hong Kong, Shenzhen |
| Minghe Zhu; The Chinese University of Hong Kong, Shenzhen |
| Xiao Fu; Oregon State University |
| Tsung-Hui Chang; The Chinese University of Hong Kong, Shenzhen |
| Mingyi Hong; University of Minnesota |
| SPCOM-9.3: ADAPTIVE CONTENTION WINDOW DESIGN USING DEEP Q-LEARNING |
| Abhishek Kumar; Rice University |
| Gunjan Verma; US Army's CCDC Army Research Laboratory |
| Chirag Rao; US Army's CCDC Army Research Laboratory |
| Ananthram Swami; US Army's CCDC Army Research Laboratory |
| Santiago Segarra; Rice University |
| SPCOM-9.4: ON INFORMATION ASYMMETRY IN ONLINE REINFORCEMENT LEARNING |
| Ezra Tampubolon; Technical University of Munich |
| Haris Ceribasic; Technical University of Munich |
| Holger Boche; Technical University of Munich |
| SPCOM-9.5: JAMMING STRATEGY GENERATION FOR HIDDEN COMMUNICATION MODES VIA GRAPH CONVOLUTION NETWORKS |
| Fanxiang Kong; University of Electronic Science and Technology of China |
| Qiang Li; University of Electronic Science and Technology of China |
| Huaizong Shao; University of Electronic Science and Technology of China |
| SPCOM-9.6: CONTRASTIVE SELF-SUPERVISED LEARNING FOR WIRELESS POWER CONTROL |
| Navid Naderializadeh; HRL Laboratories, LLC |