MLSP-P18: Graph Neural Networks III
Wed, 17 Apr, 16:30 - 18:30 (UTC +9)
Location: Poster Zone 3B
Session Type: Poster
Session Chair: Saeid Sanei, Imperial College London
Track: Machine Learning for Signal Processing
Click the to view the manuscript on IEEE Xplore Open Preview
 

MLSP-P18.1: F2GNN: AN ADAPTIVE FILTER WITH FEATURE SEGMENTATION FOR GRAPH-BASED FRAUD DETECTION
Guanghui Hu, Henan Institute of Advanced Technology, Zhengzhou University, China; Yang Liu, Qing He, Xiang Ao, Institute of Computing Technology, Chinese Academy of Sciences, China
 

MLSP-P18.2: AUTOFGNN: A FRAMEWORK FOR EXTRACTING ALL FREQUENCY INFORMATION FROM LARGE-SCALE GRAPHS
Qi Zhang, Yanfeng Sun, Beijing University of Technology, China; Jipeng Guo, Beijing University of Chemical Technology, China; Shaofan Wang, Jinghua Li, Beijing University of Technology, China; Junbin Gao, The University of Sydney, Australia; Baocai Yin, Beijing University of Technology, China
 

MLSP-P18.3: MAXIMAL CODING RATE REDUCTION FOR GRAPH EMBEDDINGS
Zhengyang Chi, Junbin Gao, The University of Sydney, Australia
 

MLSP-P18.4: FASTGAT: SIMPLE AND EFFICIENT GRAPH ATTENTION NEURAL NETWORK WITH GLOBAL-AWARE ADAPTIVE COMPUTATIONAL NODE ATTENTION
Shenzhi Yang, Li Zhang, Xiaofang Zhang, Soochow University, China
 

MLSP-P18.5: WAVELET-INSPIRED MULTISCALE GRAPH CONVOLUTIONAL RECURRENT NETWORK FOR TRAFFIC FORECASTING
Qipeng Qian, University of Arizona, United States of America; Tanwi Mallick, Argonne National Laboratory, United States of America
 

MLSP-P18.6: A Novel Contrastive Diffusion Graph Convolutional Network for Few-Shot Skeleton-Based Action Recognition
Chao Wei, Zhidong Deng, Tsinghua University, China
 

MLSP-P18.7: HIM: DISCOVERING IMPLICIT RELATIONSHIPS IN HETEROGENEOUS SOCIAL NETWORKS
Bo Xu, Jinpeng Wang, Zhehuan Zhao, Hongfei Lin, Dalian University of Technology, China; Feng Xia, Royal Melbourne Institute of Technology University, China
 

MLSP-P18.8: TRAJECTORY SET EMPOWERED HYPERGRAPH TRANSFORMER FOR MOBILE SENSOR BASED TRAFFIC PREDICTION
Hanyuan Zhang, Xinyu Zhang, Qize Jiang, Liang Li, Fudan University, China; Baihua Zheng, Singapore Management University, Singapore; Weiwei Sun, Fudan University, China
 

MLSP-P18.9: Pareto Graph Self-Supervised Learning
Zhengyu Chen, Westlake University, China; Teng Xiao, The Pennsylvania State University, United States of America; Donglin Wang, Min Zhang, Westlake University, China
 

MLSP-P18.10: Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification
Xu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang, University of Science and Technology of China, China
 

MLSP-P18.11: UNSUPERVISED OPTIMAL POWER FLOW USING GRAPH NEURAL NETWORKS
Damian Owerko, Fernando Gama, Alejandro Ribeiro, University of Pennsylvania, United States of America
 

MLSP-P18.12: META STRUCTURE SEARCH FOR LINK WEIGHT PREDICTION IN HETEROGENEOUS GRAPH
Xiaoou Zhang, Institute of Information Engineering, Chinese Academy of Sciences, China; Yang Gao, College of Computer Science and Technology, Zhejiang University, China; Yang Liu, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, China; Yujia Zhu, Institute of Information Engineering, Chinese Academy of Sciences, China; Peng Zhang, Cyberspace Institude of Advanced Technology, Guangzhou University, China; Chuan Zhou, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, China; Qingyun Liu, Institute of Information Engineering, Chinese Academy of Sciences, China; Hongyang Chen, Research Center for Graph Computing, Zhejiang Lab, China