84 citations · 84 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Diffusion-Assisted Distillation for Self-Supervised Graph Representation Learning with MLPs
Seong Jin Ahn, Myoung-Ho Kim
For large-scale applications, there is growing interest in replacing Graph Neural Networks (GNNs) with lightweight Multi-Layer Perceptrons (MLPs) via knowledge distillation. Howeve…
cs.LG2021★ 84 cited
Variational Graph Normalized Auto-Encoders
Seong Jin Ahn, Myoung Ho Kim
Link prediction is one of the key problems for graph-structured data. With the advancement of graph neural networks, graph autoencoders (GAEs) and variational graph autoencoders (V…