Implementation and experiments of graph embedding algorithms.

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• Updated Apr 26, 2026
• Python

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

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• Updated Mar 18, 2023
• Python

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

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• Updated Nov 6, 2022
• Python

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

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• Updated Apr 14, 2020
• Python

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

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• Updated Mar 18, 2023
• Python

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

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• Updated Nov 6, 2022
• Python

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

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• Updated Nov 6, 2022
• Python

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

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• Updated Nov 6, 2022
• Python

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

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• Updated Nov 6, 2022
• Python

Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".

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• Updated Apr 27, 2020
• Python

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

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• Updated Sep 19, 2022
• Python

Graph representation, GNN, and some graph algorithms

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• Updated Oct 13, 2020
• Java