Code for AAAI-2024 paper: Graph Contrastive Invariant Learning from the Causal Perspective
☆30Mar 11, 2024Updated 2 years ago
Alternatives and similar repositories for GCIL
Users that are interested in GCIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The implementation of "Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization" (NeurIPS…☆22Nov 4, 2024Updated last year
- [WWW2024 Oral] "Graph Out-of-Distribution Generalization via Causal Intervention”.☆26Oct 23, 2024Updated last year
- StableGNN-Generalizing Graph Neural Networks on Out-Of-Distribution Graphs☆26Oct 22, 2023Updated 2 years ago
- source code of AAAI 2024 paper "Graph Invariant Learning with Subgraph Co-mixup for Out-Of-Distribution Generalization".☆18Apr 29, 2024Updated 2 years ago
- Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"☆14Mar 19, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR 2024] Improving out-of-distribution generalization in graphs via hierarchical semantic environments☆13Apr 17, 2025Updated last year
- Reimplementation of AAAI21 paper "Beyond Low-frequency Information in Graph Convolutional Networks" based on PyTorch and PyTorch Geometri…☆24Sep 27, 2022Updated 3 years ago
- WWW2021: Interpreting and Unifying Graph Neural Networks with An Optimization Framework☆14Jun 23, 2021Updated 5 years ago
- [AAAI 2024] Official repository for "Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective"☆14Dec 8, 2024Updated last year
- Neighbor Contrastive Learning on Learnable Graph Augmentation☆39Jun 25, 2024Updated 2 years ago
- Code of CVPR 2023 paper Meta-causal Learning for Single Domain Generalization☆23Oct 7, 2023Updated 2 years ago
- ☆16Sep 29, 2024Updated last year
- ☆50Jan 28, 2023Updated 3 years ago
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated last year
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ICCV 2023☆12May 20, 2024Updated 2 years ago
- M-band Wavelet Network for Anomaly Detection from a Frequency Perspective☆14May 14, 2025Updated last year
- [WSDM'23] GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection☆45Mar 2, 2023Updated 3 years ago
- The official implementation of DiG-In-GNN (AAAI 2024)☆26Mar 26, 2024Updated 2 years ago
- Official pytorch implementation of Contrastive Single Domain Generalization via Unsupervised Diversity Augmentatio☆11Oct 16, 2024Updated last year
- ☆20Sep 4, 2025Updated 11 months ago
- [ECCV 2024] Official Implementation of "Disentangling Masked Autoencoders for Unsupervised Domain Generalization"☆14Jul 31, 2024Updated 2 years ago
- MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks☆22Jan 29, 2024Updated 2 years ago
- [KDD 2022] "Causal Attention for Interpretable and Generalizable Graph Classification" by Yongduo Sui, Xiang Wang, Jiancan Wu, Min Lin, X…☆96Nov 16, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- PyTorch implementation of paper "StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization" in ICML 2024.☆16Jun 4, 2024Updated 2 years ago
- The source code of SpCo☆35May 17, 2023Updated 3 years ago
- Pytorch implementation of EvenNet.☆21Oct 25, 2022Updated 3 years ago
- [AAAI 2024] G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection☆22Jul 9, 2024Updated 2 years ago
- Rethinking Multi-domain Generalization with A General Learning Objective, accepted by cvpr24☆21Nov 18, 2024Updated last year
- The implementation for DropMessage.☆23Mar 9, 2023Updated 3 years ago
- Awesome Graph Condensation Papers, [TKDE 25] Graph Condensation: A Survey.☆51Jul 1, 2025Updated last year
- Official code for the ICCV23 paper: "Domain Generalization via Rationale Invariance"☆19Jan 18, 2025Updated last year
- ☆19Dec 12, 2023Updated 2 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.
- Official implementation of MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning☆19Jan 27, 2024Updated 2 years ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 3 years ago
- ☆19Jul 10, 2023Updated 3 years ago
- [KDD'23] Learning Strong Graph Neural Networks with Weak Information☆44May 24, 2023Updated 3 years ago
- ☆12May 12, 2025Updated last year
- Official Repository for "Towards Generalizing to Unseen Domains with Few Labels". (CVPR-24)☆24Sep 3, 2024Updated last year
- The official source code for Similarity Preserving Adversarial Graph Contrastive Learning (SP-AGCL) at KDD 2023.☆23Jan 18, 2024Updated 2 years ago