output
20162026
most citedDomain-adaptive Message Passing Graph Neural Network

30 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2024Show all

2 papers · 1 filter

cs.LG2024★ 4 cited

Toward Fair Graph Neural Networks Via Dual-Teacher Knowledge Distillation

Chengyu Li, Debo Cheng, Guixian Zhang +2

Graph Neural Networks (GNNs) have demonstrated strong performance in graph representation learning across various real-world applications. However, they often produce biased predic…

cs.LG2024★ 1 cited

Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent

Mohit Kumar, Alexander Valentinitsch, Magdalena Fuchs +5

This paper develops a novel mathematical framework for collaborative learning by means of geometrically inspired kernel machines which includes statements on the bounds of generali…