Few Shot Learning on Graphs
☆33Feb 15, 2023Updated 3 years ago
Alternatives and similar repositories for GraphsFewShot
Users that are interested in GraphsFewShot are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A meta-learning framework for few-shot graph learning☆20Mar 1, 2023Updated 3 years ago
- Few-Shot Graph Classification via distance metric learning.☆24Mar 20, 2024Updated 2 years ago
- The code of “Prototypical Graph Contrastive Learning”. [TNNLS 2022]☆24Aug 21, 2022Updated 3 years ago
- This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)☆88Jul 23, 2018Updated 7 years ago
- [CVPR 2020] DPGN: Distribution Propagation Graph Network for Few-shot Learning.☆178Jul 25, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- Code and data for the CIKM2021 paper "Learning Ideological Embeddings From Information Cascades"☆10Sep 8, 2021Updated 4 years ago
- List of various interesting papers☆15Apr 9, 2018Updated 8 years ago
- Implementation of CIKM2020 -- Graph Prototypical Networks for Few-shot Learning on Attributed Networks☆53Apr 9, 2021Updated 5 years ago
- PyTorch Implementation for "Meta Propagation Networks for Graph Few-shot Semi-supervised Learning" (AAAI2022)☆28Feb 24, 2022Updated 4 years ago
- Graph meta learning via local subgraphs (NeurIPS 2020)☆128Jul 25, 2024Updated last year
- Repo for Bigdata 2019 paper☆14Sep 28, 2021Updated 4 years ago
- A curated list of Heterophilous Graph Self-Supervised Learning papers.☆15Apr 6, 2023Updated 3 years ago
- Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs☆35Feb 20, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23☆33Mar 11, 2024Updated 2 years ago
- The official source code for "Task-Equivariant Graph Few-shot Learning (TEG)" at KDD 2023.☆25Dec 6, 2023Updated 2 years ago
- Custom graph/network/multi-weighted network class based on storing list of neighbors for each nodes (as opposed to edge list) for scalabl…☆11Jan 18, 2024Updated 2 years ago
- ☆14Nov 21, 2023Updated 2 years ago
- ☆10Oct 7, 2023Updated 2 years ago
- [MIPR 2022 & TMM 2023] "Attentive Graph Neural Networks for Few-shot Learning" with its extension version☆16Apr 17, 2023Updated 3 years ago
- How Powerful are Spectral Graph Neural Networks☆75Jul 26, 2023Updated 2 years ago
- Awesome Few-Shot Learning on Graphs☆25Apr 27, 2025Updated last year
- Collect and Select: Semantic Alignment Metric Learning for Few-shot Learning☆20Dec 24, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Hypergraph convolution and attention networks research☆15Jul 31, 2024Updated last year
- Open source code for paper "EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks".☆28Jul 8, 2022Updated 3 years ago
- Pytorch Implementation of LoG 22 [Oral] -- Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification☆17May 31, 2023Updated 3 years ago
- [ICML2023] InfoOT: Information Maximizing Optimal Transport☆41Apr 27, 2023Updated 3 years ago
- awesome few shot / meta learning papers☆53May 27, 2021Updated 5 years ago
- ☆36Jun 29, 2022Updated 3 years ago
- SSGC: Synergistic Similarity Graph Construction for Steel Plate Fault Diagnosis with Graph Attention Networks☆22Dec 5, 2024Updated last year
- A paper list of vulnerability detection using deep learning (updating)☆14Apr 26, 2024Updated 2 years ago
- This is a release code of the paper "Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation"☆17May 5, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆22Mar 10, 2021Updated 5 years ago
- BERT for few_shot_learning, provided siamese net, match net, prototypical net☆12Jan 6, 2020Updated 6 years ago
- Meta-Learning for Few Shot Link Prediction☆50Sep 17, 2020Updated 5 years ago
- An index of algorithms for few-shot learning/meta-learning on graphs☆160Apr 30, 2025Updated last year
- Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)☆45Oct 26, 2022Updated 3 years ago
- ☆17Jul 5, 2021Updated 4 years ago
- Code for our ICLR19 paper "Wasserstein Barycenters for Model Ensembling", Pierre Dognin, Igor Melnyk, Youssef Mroueh, Jarret Ross, Cicero…☆24Nov 18, 2019Updated 6 years ago