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
SPTM-18: Adaptation and Learning Over Graphs
Thu, 12 May, 21:00 - 21:45 China Time (UTC +8)
Thu, 12 May, 13:00 - 13:45 UTC
Location: Gather Area M
Session Chair: Stefan Vlaski, Imperial College London
Track: Signal Processing Theory and Methods

SPTM-18.1: OPTIMAL COMBINATION POLICIES FOR ADAPTIVE SOCIAL LEARNING
Ping Hu, Virginia Bordignon, Ali H. Sayed, EPFL, Switzerland; Stefan Vlaski, Imperial College London, United Kingdom of Great Britain and Northern Ireland

SPTM-18.2: SEISMIC FAULT IDENTIFICATION USING GRAPH HIGH-FREQUENCY COMPONENTS AS INPUT TO GRAPH CONVOLUTIONAL NETWORK
Patitapaban Palo, Aurobinda Routray, IIT Kharagpur, India

SPTM-18.3: DISTRIBUTED GRAPH LEARNING WITH SMOOTH DATA PRIORS
Isabela Cunha Maia Nobre, Pascal Frossard, EPFL, Switzerland; Mireille El Gheche, Sony AI, Switzerland

SPTM-18.4: ADVERSPARSE: AN ADVERSARIAL ATTACK FRAMEWORK FOR DEEP SPATIAL-TEMPORAL GRAPH NEURAL NETWORKS
Jiayu Li, Shengmin Jin, Makan Fardad, Reza Zafarani, Syracuse University, United States of America; Tianyun Zhang, Cleveland State University, United States of America

SPTM-18.5: MULTIMODAL GRAPH SIGNAL DENOISING VIA TWOFOLD GRAPH SMOOTHNESS REGULARIZATION WITH DEEP ALGORITHM UNROLLING
Masatoshi Nagahama, Yuichi Tanaka, Tokyo University of Agriculture and Technology, Japan

SPTM-18.6: Heterogeneous Graph Node Classification with Multi-Hops Relation Features
Xiaolong Xu, Lingjuan Lyu, Hong Jin, Weiqiang Wang, Shuo Jia, ANT GROUP, China