Official implementation of AAAI'22 paper "ProtGNN: Towards Self-Explaining Graph Neural Networks"
☆50Oct 25, 2022Updated 3 years ago
Alternatives and similar repositories for ProtGNN
Users that are interested in ProtGNN are comparing it to the libraries listed below
Sorting:
- Adversarial learning by utilizing model interpretation☆10Oct 19, 2018Updated 7 years ago
- Official Pytorch implementation of IJCAI'21 paper "GraphMI: Extracting Private Graph Data from Graph Neural Networks"☆13Nov 19, 2021Updated 4 years ago
- A PyTorch implementation of "Towards Self-Explainable Graph Neural Network" (CIKM 2021).☆13Nov 4, 2021Updated 4 years ago
- Pytorch implementation of XGNN☆10Jan 20, 2021Updated 5 years ago
- Papers about explainability of GNNs☆789Jan 1, 2026Updated 2 months ago
- [CVPR 2024] Official Repository for MCPNet: An Interpretable Classifier via Multi-Level Concept Prototypes☆18Jul 8, 2024Updated last year
- 布谷鸟异构图构建,对比学习☆11Jun 1, 2022Updated 3 years ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14May 30, 2021Updated 4 years ago
- Code for the experiments of the ICML 2021 Interpretability workshop paper "This Looks Like That... Does it? Shortcomings of Latent Space …☆20May 29, 2023Updated 2 years ago
- Source Code for ICML 2022 paper "Boosting Graph Structure Learning with Dummy Nodes"☆20Apr 24, 2023Updated 2 years ago
- ☆17Jun 4, 2021Updated 4 years ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Oct 26, 2021Updated 4 years ago
- This is the official implementation for "Do Transformers Really Perform Bad for Graph Representation?".☆14Aug 20, 2021Updated 4 years ago
- Official Repository for the ICML 2023 paper "BiRT: Bio-inspired Replay in Vision Transformers for Continual Learning"☆16Oct 11, 2023Updated 2 years ago
- [KDD'22] Source codes of "Graph Rationalization with Environment-based Augmentations"☆47Mar 27, 2025Updated 11 months ago
- ☆18Mar 9, 2023Updated 2 years ago
- Implementation of Quantum Graph Recurrent Neural Network (QGRNN)☆20Apr 14, 2021Updated 4 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆18Oct 12, 2023Updated 2 years ago
- Learning to Group Auxiliary Datasets for Molecule, NeurIPS2023☆18Dec 19, 2023Updated 2 years ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Apr 19, 2023Updated 2 years ago
- Official implementation of NeurIPS'21 paper"Motif-based Graph Self-Supervised Learning for Molecular Property Prediction"☆127Aug 18, 2023Updated 2 years ago
- Ratioanle-aware Graph Contrastive Learning codebase☆44Jun 15, 2023Updated 2 years ago
- Implementation of Self-supervised Graph-level Representation Learning with Local and Global Structure (ICML 2021).☆80Jun 9, 2021Updated 4 years ago
- ☆19Sep 30, 2022Updated 3 years ago
- Parameterized Explainer for Graph Neural Network☆142Feb 23, 2024Updated 2 years ago
- GraphFramEx: a systematic evaluation framework for explainability methods on GNNs☆50Apr 8, 2024Updated last year
- Findings of EMNLP'22 | Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision☆25Apr 11, 2024Updated last year
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆28Nov 23, 2022Updated 3 years ago
- ☆26Jun 18, 2024Updated last year
- The code of “Prototypical Graph Contrastive Learning”. [TNNLS 2022]☆24Aug 21, 2022Updated 3 years ago
- ☆25Jun 27, 2022Updated 3 years ago
- Papers on trustworthy anomaly detection☆28Apr 18, 2024Updated last year
- source code of KDD 2022 paper "Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN".☆28May 29, 2024Updated last year
- Codebase for the paper titled "Continual learning with local module selection"☆25Nov 15, 2021Updated 4 years ago
- A set of jupyter notebooks for the practice of TDA with the python Gudhi library together with popular machine learning and data sciences…☆29Jun 18, 2025Updated 8 months ago
- Implementation of ICML23 paper "Learning Subpocket Prototypes for Generalizable Structure-based Drug Design"☆30Feb 20, 2024Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆26May 15, 2022Updated 3 years ago
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆205May 22, 2024Updated last year
- 安卓远控,天线6.0 无限使用版☆11Sep 9, 2023Updated 2 years ago