On the Two Sides of Redundancy in Graph Neural Networks

6 October 2023

Samir Moustafa

Johannes Langguth

Wilfried N. Gansterer

Nils M. Kriege

Papers citing "On the Two Sides of Redundancy in Graph Neural Networks"

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Title
SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training Xizhi Gu Hongzheng Li Shihong Gao Xinyan Zhang Lei Chen Yingxia Shao GNN 23 0 0 07 Jun 2024
SPAGAN: Shortest Path Graph Attention Network Yiding Yang Xinchao Wang Mingli Song Junsong Yuan Dacheng Tao GNN 136 96 0 10 Jan 2021
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 267 1,944 0 09 Jun 2018