ChengtaiCao / Meta-GNNView external linksLinks
☆68Dec 14, 2022Updated 3 years ago
Alternatives and similar repositories for Meta-GNN
Users that are interested in Meta-GNN are comparing it to the libraries listed below
Sorting:
- Implementation of CIKM2020 -- Graph Prototypical Networks for Few-shot Learning on Attributed Networks☆52Apr 9, 2021Updated 4 years ago
- Source code for NeurIPS 2020 paper "Node Classification on Graphs with Few-Shot Novel Labels via Meta Transformed Network Embedding"☆10Nov 17, 2020Updated 5 years ago
- Graph meta learning via local subgraphs (NeurIPS 2020)☆126Jul 25, 2024Updated last year
- Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph☆13Nov 13, 2022Updated 3 years ago
- Meta-Learning for Few Shot Link Prediction☆50Sep 17, 2020Updated 5 years ago
- RSDNE: Exploring Relaxed Similarity and Dissimilarity from Completely-imbalanced Labels for Network Embedding. AAAI18☆13May 25, 2020Updated 5 years ago
- An index of algorithms for few-shot learning/meta-learning on graphs☆157Apr 30, 2025Updated 9 months ago
- Pytorch Implementation of LoG 22 [Oral] -- Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification☆17May 31, 2023Updated 2 years ago
- Awesome Few-Shot Learning on Graphs☆22Apr 27, 2025Updated 9 months ago
- The codes and data of paper "cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction"☆10Aug 28, 2020Updated 5 years ago
- Tail-GNN: Tail-Node Graph Neural Networks☆34Sep 5, 2021Updated 4 years ago
- The official source code for "Relational Self-Supervised Learning on Graphs"☆25Sep 6, 2022Updated 3 years ago
- A Representation Learning Framework for Property Graphs☆11Dec 21, 2019Updated 6 years ago
- [ICLR 2023] MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization☆77Apr 5, 2023Updated 2 years ago
- An official code of TAEML (Task-Adaptive Ensemble of Meta-Learners)☆13Jul 30, 2019Updated 6 years ago
- PyTorch Implementation for "Meta Propagation Networks for Graph Few-shot Semi-supervised Learning" (AAAI2022)☆29Feb 24, 2022Updated 3 years ago
- Official code for the CVPR 2020 paper "Shoestring: Graph-Based Semi-Supervised Classification with Severely Limited Labeled Data."☆10Sep 23, 2020Updated 5 years ago
- The official source code of the paper "Unsupervised Episode Generation for Graph Meta-learning" (ICML 2024)☆14Jun 25, 2024Updated last year
- 大模型意图识别☆11Aug 14, 2024Updated last year
- ☆10Jul 25, 2024Updated last year
- Code & data for ICLR'23 Spotlight paper "Learning MLPs on Graphs: A Unified View of Effectiveness, Robustness, and Efficiency".☆34Feb 28, 2023Updated 2 years ago
- Official Implementation of "TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery"☆16Mar 18, 2024Updated last year
- This is an article about using variational autoencoders for the generation of new data. It contains the code for generating the plots and…☆12Feb 15, 2021Updated 4 years ago
- WKPI: A kernel based on persistent homology☆12May 17, 2020Updated 5 years ago
- An official PyTorch implementation of "Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels" (WSDM 2022))☆34Jul 5, 2022Updated 3 years ago
- Few Shot Learning on Graphs☆33Feb 15, 2023Updated 2 years ago
- Source Code for ICML 2022 paper "Boosting Graph Structure Learning with Dummy Nodes"☆19Apr 24, 2023Updated 2 years ago
- [CIKM 2023 Short] Code for the paper "S-Mixup: Structural Mixup for Graph Neural Networks"☆18Aug 21, 2023Updated 2 years ago
- IJCAI 2022- Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering☆20Apr 24, 2023Updated 2 years ago
- Python Open Fuzzy Cognitive Maps Library (with Web API)☆19Oct 21, 2018Updated 7 years ago
- Implementation for Denoising Graph Neural Networks☆16May 8, 2019Updated 6 years ago
- A meta-learning framework for few-shot graph learning☆19Mar 1, 2023Updated 2 years ago
- The source code for Adaptive Kernel Graph Neural Network at AAAI2022☆15Feb 23, 2022Updated 3 years ago
- Source code of GResNet☆17Sep 16, 2020Updated 5 years ago
- A tree-structured neural classifier for detecting misinformation cascades☆16Feb 13, 2020Updated 6 years ago
- A curated list of awesome Mix☆72Dec 23, 2022Updated 3 years ago
- Repository for " Integrating User Representation Learning and Multiscale Modeling: A Hierarchical Framework for Information Diffusion".☆15Aug 10, 2020Updated 5 years ago
- ☆275Jun 24, 2019Updated 6 years ago
- Graph Convolutional Networks in PyTorch☆16Jul 22, 2020Updated 5 years ago