Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals

1 July 2023

Papers citing "Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals"

5 / 5 papers shown

Title
Simplifying Graph Convolutional Networks with Redundancy-Free Neighbors Jielong Lu Zhihao Wu Zhiling Cai Yueyang Pi Shiping Wang GNN 49 0 0 18 Apr 2025
Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations Jiaqi Ding Tingting Dan Ziquan Wei Hyuna Cho Paul J. Laurienti Won Hwa Kim Guorong Wu 39 0 0 17 Sep 2024
From Continuous Dynamics to Graph Neural Networks: Neural Diffusion and Beyond Andi Han Dai Shi Lequan Lin Junbin Gao AI4CE GNN 35 20 0 16 Oct 2023
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 179 1,940 0 02 Feb 2020
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 264 1,944 0 09 Jun 2018