Litcius/Paper detail

Mitigating over-smoothing in Graph Neural Networks for node classification through Adaptive Early Embedding and Biased DropEdge procedures

Fateme Hoseinnia, Mehdi Ghatee, Mostafa Haghir Chehreghani

2025Knowledge-Based Systems12 citationsDOI

Topics & Concepts

SmoothingArtificial neural networkEmbeddingComputer scienceGraphNode (physics)Artificial intelligenceMachine learningTheoretical computer scienceEngineeringStructural engineeringComputer visionAdvanced Graph Neural NetworksAdversarial Robustness in Machine LearningAdvanced Neural Network Applications
Mitigating over-smoothing in Graph Neural Networks for node classification through Adaptive Early Embedding and Biased DropEdge procedures | Litcius