Repository associated to the paper: "Explaining the Explainers in Graph Neural Networks: a Comparative Study"
☆39Oct 4, 2023Updated 2 years ago
Alternatives and similar repositories for Explaining-the-Explainers-in-Graph-Neural-Networks
Users that are interested in Explaining-the-Explainers-in-Graph-Neural-Networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Egocentric Temporal Motifs Miner☆12Nov 9, 2021Updated 4 years ago
- Material for the hands-on tutorial on Graph Deep Learning held at the Alan Turing Institute☆60Nov 29, 2023Updated 2 years ago
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆14Aug 11, 2023Updated 2 years ago
- Official repository of GLGExplainer (ICLR2023)☆21Jun 7, 2024Updated last year
- DYnamic MOtif-NoDes (DYMOND) is a dynamic network generative model based on temporal motifs and node behavior.☆15Mar 16, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- here you can find the material used for our Tutorials☆104Jan 21, 2022Updated 4 years ago
- ☆20Jul 30, 2024Updated last year
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆44Feb 22, 2025Updated last year
- Code for paper "Towards Training GNNs using Explanation Directed Message Passing"☆16Feb 28, 2023Updated 3 years ago
- a robust metric (robust fidelity) for XGNN (ICLR24)☆12Jun 3, 2025Updated 10 months ago
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆207May 22, 2024Updated last year
- GraphFramEx: a systematic evaluation framework for explainability methods on GNNs☆50Apr 8, 2024Updated 2 years ago
- Sort & Slice: A Simple and Superior Alternative to Hash-Based Folding for Extended-Connectivity Fingerprints (ECFPs)☆10Feb 13, 2025Updated last year
- Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).☆91May 19, 2025Updated 10 months ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ☆16Dec 6, 2021Updated 4 years ago
- Code and datasets of AAAI'22 paper "TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs" . To be appear in AAAI-2022☆12Nov 17, 2023Updated 2 years ago
- Papers about explainability of GNNs☆797Mar 5, 2026Updated last month
- Source code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution categ…☆24Feb 26, 2022Updated 4 years ago
- Fast, gpu-accelerated distance transforms☆14Mar 7, 2025Updated last year
- ☆18Jul 18, 2025Updated 8 months ago
- ☆18May 27, 2021Updated 4 years ago
- ☆25Jul 15, 2021Updated 4 years ago
- Code of the all the data augmentation [ Based on our survey, that will soon be published ]☆10Jul 5, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Minimal code for extracting structured Insights from Sustainability Reports via Large Language Models☆12Jul 9, 2025Updated 9 months ago
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆13Aug 15, 2021Updated 4 years ago
- ☆14Jan 10, 2021Updated 5 years ago
- Updated code base for GlanceNets: Interpretable, Leak-proof Concept-based models☆25Jun 28, 2023Updated 2 years ago
- Variational Graph Convolutional Networks☆23Oct 16, 2020Updated 5 years ago
- Source code and additional results for GLOD issues☆12Jan 19, 2023Updated 3 years ago
- ☆18Mar 24, 2020Updated 6 years ago
- Python Interface for querying WRDS datasets (CRSP, COMPUSTAT)☆11Mar 15, 2014Updated 12 years ago
- ☆10Mar 25, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Implementation of Large Margin aware Focal (LMF) loss☆22Apr 24, 2025Updated 11 months ago
- PyTorch code of "SLAPS: Self-Supervision Improves Structure Learning for Graph Neural Networks"☆90Oct 25, 2021Updated 4 years ago
- A conda-smithy repository for ffmpeg.☆15Mar 17, 2026Updated 3 weeks ago
- Adaptive evaluation reveals that most examined adversarial defenses for GNNs show no or only marginal improvement in robustness. (NeurIPS…☆29Nov 17, 2022Updated 3 years ago
- A notebook containing implementations of different graph deep node embeddings along with benchmark graph neural network models in tensorf…☆13Jul 17, 2021Updated 4 years ago
- ☆10Jun 22, 2022Updated 3 years ago
- Code to analyze SAR datasets for Nonadditivity☆19Aug 8, 2021Updated 4 years ago