GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification (ICLR'22)
☆83Oct 25, 2023Updated 2 years ago
Alternatives and similar repositories for GraphENS
Users that are interested in GraphENS are comparing it to the libraries listed below
Sorting:
- TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification☆71Oct 19, 2023Updated 2 years ago
- ☆36Feb 16, 2023Updated 3 years ago
- Implementations for "Trimming the ℓ₁ Regularizer: Statistical Analysis, Optimization, and Applications to Deep Learning" Published on ICM…☆34Dec 7, 2020Updated 5 years ago
- This repository is the official PyTorch implementation of "Distilling Linguistic Context for Language Model Compression" by GeondoPark, G…☆34Dec 3, 2021Updated 4 years ago
- meta learning from the initializaion induced by word embedding☆22Dec 7, 2020Updated 5 years ago
- Official Pytorch implementation of the paper Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance (accepted to …☆28May 13, 2023Updated 2 years ago
- Official PyTorch implementation of SGEM: Test-Time Adaptation for Automatic Speech Recognition via Sequential-Level Generalized Entropy M…☆37Aug 27, 2024Updated last year
- Personalized and Reliable Predictive Models for Healthcare (의료 데이터 기반 신뢰 가능한 개인화된 예측(진단) 모델)☆39Nov 23, 2018Updated 7 years ago
- Official Pytorch implementation of "Unbiased Classification Through Bias-Contrastive and Bias-Balanced Learning (NeurIPS 2021)☆37Oct 26, 2021Updated 4 years ago
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23☆33Mar 11, 2024Updated last year
- Official code implementation of "GEX: A flexible method for approximating influence via Geometric Ensemble" (NeurIPS 2023)☆14Jan 3, 2024Updated 2 years ago
- Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021☆174Sep 14, 2023Updated 2 years ago
- An official implementation of "Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encod…☆150Oct 18, 2023Updated 2 years ago
- A repository contains a collection of resources and papers on Imbalance Learning On Graphs☆96May 29, 2025Updated 9 months ago
- Code for ECML-PKDD 2022 paper "GraphMixup: Improving Class-Imbalanced Node Classification by Reinforcement Mixup and Self-supervised Cont…☆25Jun 7, 2023Updated 2 years ago
- Official Implementation of LANTERN (ICLR'25) and LANTERN++(ICLRW-SCOPE'25)☆18Mar 5, 2025Updated last year
- [NeurIPS 2023] The official implementation of "Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition…☆12Oct 25, 2025Updated 4 months ago
- Code for Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification".☆56Oct 11, 2021Updated 4 years ago
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).☆44Jan 18, 2025Updated last year
- [CIKM 2023 Short] Code for the paper "S-Mixup: Structural Mixup for Graph Neural Networks"☆18Aug 21, 2023Updated 2 years ago
- [NeurIPS 2023] "Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift" by Yongduo Sui, Qitian Wu, Jiancan Wu, Q…☆17Nov 6, 2023Updated 2 years ago
- Code for paper "Mixup for Node and Graph Classification", WWW 2021☆47Jun 3, 2021Updated 4 years ago
- DGL implementation of GRAND(Graph Random Neural Network, NeurIPS 2020)☆18Mar 19, 2021Updated 4 years ago
- Pytorch implementation of "Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labeled Nodes"☆18Jul 8, 2022Updated 3 years ago
- Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”☆21Jan 15, 2023Updated 3 years ago
- Official implementation of "Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images" (CVPR 2024) i…☆35Nov 28, 2024Updated last year
- [CIKM 2023] Code for the paper "LTE4G: Long-Tail Experts for Graph Neural Networks"☆40Sep 8, 2022Updated 3 years ago
- The official source code for "Task-Equivariant Graph Few-shot Learning (TEG)" at KDD 2023.☆25Dec 6, 2023Updated 2 years ago
- Source code of "What Makes Graph Neural Networks Miscalibrated?" (NeurIPS 2022)☆23Jun 9, 2025Updated 8 months ago
- Network Together: Node Classification via Cross-Network Deep Network Embedding☆11May 5, 2021Updated 4 years ago
- GNN模型在引文网络数据集上的代码，包括Cora、Citeseer、Pubmed、ogbn-arxiv☆10Mar 2, 2021Updated 5 years ago
- The official source code for "GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignm…☆27Sep 23, 2022Updated 3 years ago
- [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类☆27Nov 27, 2024Updated last year
- Papers about developing DL methods on disassortative graphs☆48Jul 1, 2022Updated 3 years ago
- The official source code for "Subgraph Federated Learning for Local Generalization (FedLoG)" at ICLR 2025 (Oral).☆15May 6, 2025Updated 10 months ago
- ☆11Dec 28, 2023Updated 2 years ago
- data set for node classification task☆14Jan 31, 2020Updated 6 years ago
- Ongoing project: a library for graph foundation model☆13Feb 7, 2024Updated 2 years ago
- LEAP (Learning Edges by Aggregation of Paths)☆12Feb 2, 2024Updated 2 years ago