Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks

7 August 2024

Papers citing "Beyond Over-smoothing: Uncovering the Trainability Challenges in Deep Graph Neural Networks"

4 / 4 papers shown

Title
Efficient Mixed Precision Quantization in Graph Neural Networks Samir Moustafa Nils M. Kriege Wilfried Gansterer GNN MQ 71 0 0 14 May 2025
ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion Xiang Li Haobing Liu Jianpeng Qi Yuan Cao Guoqing Chao Yanwei Yu Junyu Dong Yanwei Yu GNN 104 0 0 22 Apr 2025
A Signed Graph Approach to Understanding and Mitigating Oversmoothing in GNNs Jiaqi Wang Xinyi Wu James Cheng Yifei Wang 19 0 0 17 Feb 2025
Geometric Machine Learning on EEG Signals Benjamin J. Choi 115 1 0 07 Feb 2025