Poisson kernel: avoiding self-smoothing in graph convolutional networks

• Main Authors: Yang, Ziqing, Han, Shoudong, Zhao, Jun
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Graph Convolutional Kernel; Graph Convolutional Network
• Online Access: https://hdl.handle.net/10356/162583
• Institution: Nanyang Technological University

Graph convolutional network is now an effective tool to deal with non-Euclidean data, such as social behavior analysis, molecular structure analysis, and skeleton-based action recognition. Graph convolutional kernel is one of the most significant factors in graph convolutional networks to extract no...