https://github.com/Lin-Yijie/Graph-Matching-Networks

PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (COMMON, ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (GMN, ICML 2019).
https://github.com/Lin-Yijie/Graph-Matching-Networks

deep-learning gnn graph-neural-networks pytorch

Last synced: 26 days ago
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PyTorch implementation of Graph Matching Networks, e.g., Graph Matching with Bi-level Noisy Correspondence (COMMON, ICCV 2023), Graph Matching Networks for Learning the Similarity of Graph Structured Objects (GMN, ICML 2019).

• Host: GitHub
• URL: https://github.com/Lin-Yijie/Graph-Matching-Networks
• Owner: Lin-Yijie
• License: other
• Created: 2020-11-24T07:55:17.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-07-30T08:29:46.000Z (11 months ago)
• Last Synced: 2024-02-23T10:35:20.443Z (4 months ago)
• Topics: deep-learning, gnn, graph-neural-networks, pytorch
• Language: Python
• Homepage:
• Size: 19.8 MB
• Stars: 256
• Watchers: 3
• Forks: 51
• Open Issues: 2
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• awesome-biochem-ai - Graph Matching Network (ICML 2019) - learning model based for approximated graph matching. However, we need to train the model to perform this task. (Molecule Similarity Metrics)

README

        
# Graph Matching Networks

[![LICENSE](https://img.shields.io/badge/license-MIT-green)](https://github.com/Lin-Yijie/Graph-Matching-Networks/blob/main/LICENSE)

![last commit](https://img.shields.io/github/last-commit/Lin-Yijie/Graph-Matching-Networks)

In this repo, a number of implementations of Graph Matching algorithms are provided. 

 

> Yijie Lin, Mouxing Yang, Jun Yu, Peng Hu, Changqing Zhang, Xi Peng. *Graph Matching with Bi-level Noisy Correspondence*. ICCV, 2023.  [[paper]](https://arxiv.org/pdf/2212.04085.pdf) [[code\]](https://github.com/Lin-Yijie/Graph-Matching-Networks/tree/main/COMMON).

> Yujia Li, Chenjie Gu, Thomas Dullien, Oriol Vinyals, Pushmeet Kohli. *Graph Matching Networks for Learning the Similarity of Graph Structured Objects*. ICML 2019. [[paper\]](https://arxiv.org/abs/1904.12787) [[code\]](https://github.com/Lin-Yijie/Graph-Matching-Networks/tree/main/GMN).