snap-stanford / neural-subgraph-learning-GNNView external linksLinks
☆366Jun 25, 2024Updated last year
Alternatives and similar repositories for neural-subgraph-learning-GNN
Users that are interested in neural-subgraph-learning-GNN are comparing it to the libraries listed below
Sorting:
- ☆27Oct 29, 2024Updated last year
- Python library assists deep learning on graphs☆568Nov 24, 2025Updated 2 months ago
- Subgraph Neural Networks (NeurIPS 2020)☆203Mar 5, 2021Updated 4 years ago
- In-Memory Subgraph Matching: An In-depth Study by Dr. Shixuan Sun and Prof. Qiong Luo☆164Oct 26, 2023Updated 2 years ago
- Python implementation of frequent subgraph mining algorithm gSpan. Directed graphs are supported.☆214Dec 2, 2020Updated 5 years ago
- Platform for designing and evaluating Graph Neural Networks (GNN)☆1,870Nov 10, 2023Updated 2 years ago
- Hierarchical Graph Pooling with Structure Learning☆344Jul 12, 2021Updated 4 years ago
- Distance Encoding for GNN Design☆188Mar 20, 2021Updated 4 years ago
- Source Code for KDD 2020 paper "Neural Subgraph Isomorphism Counting"☆53Jul 25, 2024Updated last year
- Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"☆303May 12, 2023Updated 2 years ago
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆400Jun 17, 2024Updated last year
- Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]☆156Oct 11, 2022Updated 3 years ago
- GraphGallery is a gallery for benchmarking Graph Neural Networks☆475Aug 14, 2023Updated 2 years ago
- Approximate subgraph motif mining through learnable edge contraction.☆15Aug 3, 2023Updated 2 years ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,071May 6, 2025Updated 9 months ago
- ☆56Jan 27, 2020Updated 6 years ago
- Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric☆356Jun 12, 2025Updated 8 months ago
- Strategies for Pre-training Graph Neural Networks☆1,049Jul 29, 2023Updated 2 years ago
- gnn explainer☆1,029Aug 30, 2024Updated last year
- Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric☆896Dec 20, 2023Updated 2 years ago
- Position-aware Graph Neural Networks☆402Oct 12, 2020Updated 5 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,711Feb 2, 2024Updated 2 years ago
- A PyTorch Graph Neural Network Library☆376Sep 4, 2025Updated 5 months ago
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆98Apr 25, 2022Updated 3 years ago
- ☆62Oct 24, 2020Updated 5 years ago
- ☆57Oct 29, 2021Updated 4 years ago
- Explainable Neural Subgraph Matching with Graph Learnable Multi-hop Attention Networks☆14Sep 26, 2024Updated last year
- Implementation of "Deep Graph Matching Consensus" in PyTorch☆271Sep 22, 2021Updated 4 years ago
- A library for graph deep learning research☆2,000Jul 15, 2024Updated last year
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆322Dec 9, 2024Updated last year
- An Open-Source Toolkit for Heterogeneous Information Network Embedding (HINE)☆326Mar 25, 2023Updated 2 years ago
- Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding☆435Nov 5, 2020Updated 5 years ago
- Inductive graph-based matrix completion (IGMC) from "M. Zhang and Y. Chen, Inductive Matrix Completion Based on Graph Neural Networks, IC…☆366Apr 9, 2023Updated 2 years ago
- GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models☆735Jan 20, 2022Updated 4 years ago
- ☆18Jan 18, 2026Updated 3 weeks ago
- links to conference publications in graph-based deep learning☆5,019Feb 7, 2026Updated last week
- This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification☆475Dec 7, 2022Updated 3 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,650Jun 22, 2023Updated 2 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆847Dec 13, 2021Updated 4 years ago