Popular GitHub Repositories for Subgraph Isomorphism

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

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML 2023)

Inductive relation prediction by subgraph reasoning, ICML'20

Subgraph Neural Networks (NeurIPS 2020)

Play, learn, solve, and analyze No-Limit Texas Hold Em. Implementation follows from Monte Carlo counter-factual regret minimization over with hierarchical K-means imperfect recall abstractions.

Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxiv.org/abs/2006.09252

Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)

[Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization'.

A NFT Marketplace powered by Generative AI for creating NFT assets using Stable Diffusion, DALL-E and Midjourney.

A PyTorch Geometric implementation of SimGNN with some extensions.

Code & data accompanying the paper "Toward Subgraph Guided Knowledge Graph Question Generation with Graph Neural Networks"

Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)

Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"

Implementation code for GraphMIX: Graph Convolutional Value Decomposition in Multi-Agent Reinforcement Learning

A NFT Marketplace powered by Generative AI for creating NFT assets using Stable Diffusion, DALL-E and Midjourney.

This repository contains PyTorch implementation of the following paper: "Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation"

Accurate and Interpretable Drug-drug Interaction Prediction Enabled by Knowledge Subgraph Learning. Nature Communications (Medicine).

Exploring QSAR Models for Activity-Cliff Prediction

BioGITOM: Matching Biomedical Ontologies with Graph Isomorphism Transformer

Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)