zhengdao-chen's repositories

GNN4CD

Supervised community detection with line graph neural networks

SRNN

Symplectic Recurrent Neural Networks

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dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

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GNNPapers

Must-read papers on graph neural networks (GNN)

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nlu-winograd-1

Code and data related to final project for NYU DS-GA 1012

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pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

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Slides_NeurIPS2019_Equivalence

Slides for the paper "On the equivalence between graph isomorphism and function approximation with GNNs"

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SRNN-1

A machine learning system that captures the dynamics of physical systems on the basis of observed trajectories via Hamiltionian modeling and symplectic integration.

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