Graph Neural Network

Pyramid Graph Neural Network: a Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations

A pyramid Graph Neural Network that produces disentangled spectral representation via graph sampling.

GAL-VNE: Solving the VNE Problem with Global Reinforcement Learning and Local One-Shot Neural Prediction

An efficient and effective solver for VNE problem

Graph Signal Sampling for Inductive One-Bit Matrix Completion: a Closed-form Solution

inductive one-bit matrix completion, graph signal sampling

EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning

dynamic graph learning