A curated list of awesome graph representation learning.
☆70Oct 13, 2020Updated 5 years ago
Alternatives and similar repositories for awesome-graph-representation-learning
Users that are interested in awesome-graph-representation-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- "Explainable classification of brain networks via contrast subgraphs" - T. Lanciano, F. Bonchi, A. Gionis☆21Mar 23, 2022Updated 4 years ago
- Source code of "NeurIPS21 - Universal Graph Convolutional Networks"☆20Nov 18, 2021Updated 4 years ago
- Awesome Graph Embedding Techinques☆60Nov 26, 2018Updated 7 years ago
- Implementation of the paper "Certifiable Robustness and Robust Training for Graph Convolutional Networks".☆42Dec 7, 2020Updated 5 years ago
- ☆29Jul 12, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Representation-Learning-on-Heterogeneous-Graph☆441Mar 13, 2020Updated 6 years ago
- source code of KDD 2022 paper "Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN".☆28May 29, 2024Updated 2 years ago
- Unifying probabilistic models for time-frequency analysis. Spectral Mixture Gaussian processes in state space form.☆19May 30, 2019Updated 7 years ago
- Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"☆310May 12, 2023Updated 3 years ago
- Adversarial Attacks on Node Embeddings via Graph Poisoning☆59Dec 23, 2019Updated 6 years ago
- ☆11Dec 1, 2020Updated 5 years ago
- Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)☆130Jul 16, 2022Updated 4 years ago
- Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper☆37Jun 11, 2020Updated 6 years ago
- code for paper "Attributed Network Embedding via Subspace Discovery"☆21Jan 12, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆406Nov 6, 2022Updated 3 years ago
- https://arxiv.org/abs/2005.06935☆12Feb 2, 2023Updated 3 years ago
- Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs☆35Feb 20, 2020Updated 6 years ago
- Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]☆68Oct 11, 2022Updated 3 years ago
- Graph Feature Representation/Vector Based On The Family Of Graph Spectral Distances (NIPS 2017).☆24Mar 21, 2020Updated 6 years ago
- [ICML 2020] "When Does Self-Supervision Help Graph Convolutional Networks?" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen☆112Jun 10, 2021Updated 5 years ago
- ☆16Oct 13, 2020Updated 5 years ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,094May 6, 2025Updated last year
- Implementation of the paper "Adversarial Attacks on Neural Networks for Graph Data".☆226May 31, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Hubness analysis and removal functions☆19Apr 11, 2023Updated 3 years ago
- Final Solution for MAG240M dataset of OGB-LSC@KDDCUP2021☆11Jun 17, 2021Updated 5 years ago
- Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry …☆317Oct 18, 2019Updated 6 years ago
- slides for deep learning courses☆19Nov 27, 2020Updated 5 years ago
- A fork of Sebastian Nowozin's and Koji Tsuda's gboost code☆16Mar 5, 2013Updated 13 years ago
- This is a TensorFlow implementation of the Adversarially Regularized Graph Autoencoder(ARGA) model as described in our paper: Pan, S., …☆185Feb 28, 2022Updated 4 years ago
- A curated list of graph learning papers, articles, tutorials, slides and projects☆31Sep 29, 2020Updated 5 years ago
- ☆13Apr 2, 2025Updated last year
- Normal Mode Analysis for Macromolecules☆18Apr 1, 2017Updated 9 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Repository of Benchmark Graph Datasets for Graph Classification (31 Graph Datasets In Total).☆300Feb 28, 2022Updated 4 years ago
- Attention over nodes in Graph Neural Networks using PyTorch [NeurIPS 2019]☆290Oct 25, 2020Updated 5 years ago
- ☆12Sep 4, 2019Updated 6 years ago
- An implementation of the self-tuning spectral clustering algorithm described in Zelnik-Manor and Perona (2004)☆12Mar 27, 2018Updated 8 years ago
- ☆16May 20, 2020Updated 6 years ago
- The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).☆258Nov 6, 2022Updated 3 years ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,801Mar 18, 2023Updated 3 years ago