Efficient Link Prediction via GNN Layers Induced by Negative Sampling

31 December 2024

Papers citing "Efficient Link Prediction via GNN Layers Induced by Negative Sampling"

7 / 7 papers shown

Title
A Generative Graph Contrastive Learning Model with Global Signal Xiaofan Wei Binyan Zhang 44 0 0 25 Apr 2025
Reconsidering the Performance of GAE in Link Prediction Weishuo Ma Yanbo Wang X. Wang Muhan Zhang 34 1 0 06 Nov 2024
SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning Haoteng Yin Muhan Zhang Jianguo Wang Pan Li 55 9 0 06 Mar 2023
Geodesic Graph Neural Network for Efficient Graph Representation Learning Lecheng Kong Yixin Chen Muhan Zhang GNN AI4CE 77 21 0 06 Oct 2022
Graph Neural Networks for Link Prediction with Subgraph Sketching B. Chamberlain S. Shirobokov Emanuele Rossi Fabrizio Frasca Thomas Markovich Nils Y. Hammerla Michael M. Bronstein Max Hansmire 35 75 0 30 Sep 2022
Elastic Graph Neural Networks Xiaorui Liu W. Jin Yao Ma Yaxin Li Hua Liu Yiqi Wang Ming Yan Jiliang Tang 74 106 0 05 Jul 2021
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 217 1,726 0 09 Jun 2018