IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
SS-11: Graph-based Deep Learning for Communications
Wed, 11 May, 21:00 - 21:45 China Time (UTC +8)
Wed, 11 May, 13:00 - 13:45 UTC
Location: Gather Area A
Session Co-Chairs: Santiago Segarra, Rice University and Mark Eisen, Intel Corporation
Track: Special Sessions

SS-11.1: USER SCHEDULING USING GRAPH NEURAL NETWORKS FOR RECONFIGURABLE INTELLIGENT SURFACE ASSISTED MULTIUSER DOWNLINK COMMUNICATIONS
Zhongze Zhang, Tao Jiang, Wei Yu, University of Toronto (St. George), Canada

SS-11.2: SYMBOL-LEVEL ONLINE CHANNEL TRACKING FOR DEEP RECEIVERS
Ron Aharon Finish, Yoav Cohen, Tomer Raviv, Nir Shlezinger, Ben-Gurion University of the Negev, Israel

SS-11.3: DELAY-ORIENTED DISTRIBUTED SCHEDULING USING GRAPH NEURAL NETWORKS
Zhongyuan Zhao, Santiago Segarra, Rice University, United States of America; Gunjan Verma, Ananthram Swami, US Army’s DEVCOM Army Research Laboratory, United States of America

SS-11.4: FLOWDT: A FLOW-AWARE DIGITAL TWIN FOR COMPUTER NETWORKS
Miquel Ferriol-Galmés, Pere Barlet-Ros, Albert Cabellos-Aparicio, Universitat Politècnica de Catalunya, Spain; Xiangle Cheng, University of Exeter, United Kingdom of Great Britain and Northern Ireland; Xiang Shi, Shihan Xiao, Huawei Technologies, China

SS-11.5: STABLE AND TRANSFERABLE WIRELESS RESOURCE ALLOCATION POLICIES VIA MANIFOLD NEURAL NETWORKS
Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro, University of Pennsylvania, United States of America; Mark Eisen, Intel Labs, United States of America

SS-11.6: Joint Source-Channel Coding for Semantics-Aware Grant-Free Radio Access in IoT Fog Networks
Johannes Dommel, Zoran Utkovski, Slawomir Stanczak, Fraunhofer Heinrich-Hertz-Institute, Germany; Osvaldo Simeone, King’s College London, Germany