Official website for "Continual Learning on Graphs: Challenges, Solutions, and Opportunities"
☆54Mar 5, 2024Updated 2 years ago
Alternatives and similar repositories for Survey-of-Continual-Learning-on-Graphs
Users that are interested in Survey-of-Continual-Learning-on-Graphs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repo contians a list of paper related to graph incremental learning☆17Sep 26, 2023Updated 2 years ago
- ☆19Jan 25, 2026Updated 6 months ago
- Streaming Graph Neural Networks via Continual Learning (CIKM 2020)☆42Feb 18, 2021Updated 5 years ago
- This github contains the implementation of the method proposed in MDGNN_BS paper☆13May 9, 2024Updated 2 years ago
- [IJCAI 2024] Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"☆144Oct 10, 2025Updated 10 months 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.
- [NeurIPS 2025] Official website for code and models of Time Series RAG (TS-RAG)☆80Apr 15, 2026Updated 3 months ago
- GOODAT: Towards Test-time Graph Out-of-Distribution Detection☆12Mar 18, 2024Updated 2 years ago
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- [NeurIPS 2023] "Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift" by Yongduo Sui, Qitian Wu, Jiancan Wu, Q…☆16Nov 6, 2023Updated 2 years ago
- ☆16Sep 10, 2023Updated 2 years ago
- Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"☆14Mar 19, 2024Updated 2 years ago
- ☆19Dec 12, 2023Updated 2 years ago
- [KDD 2025] Awesome Multi-modal Time Series Analysis☆129Oct 15, 2025Updated 9 months 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.
- Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting, (ICCV'21)☆14Aug 4, 2022Updated 4 years ago
- ☆39Mar 27, 2024Updated 2 years ago
- ☆51May 24, 2022Updated 4 years ago
- The implementation of "Joint Learning of Label and Environment Causal Independence for Graph Out-of-Distribution Generalization" (NeurIPS…☆22Nov 4, 2024Updated last year
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆188Feb 25, 2026Updated 5 months ago
- Pytorch implementation for ICLR24:"Online GNN Evaluation Under Test-Time Graph Distribution Shifts"☆16Mar 23, 2024Updated 2 years ago
- ☆10Jun 11, 2023Updated 3 years ago
- This repository is for the implementation of SGWN.☆14Oct 12, 2024Updated last year
- Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs, AAAI 2023☆34Nov 30, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2025] Official implementation of "Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting"☆31Oct 30, 2025Updated 9 months ago
- Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"☆15Oct 1, 2023Updated 2 years ago
- ☆18Jun 30, 2023Updated 3 years ago
- iFS-RCNN: An Incremental Few-shot Instance Segmenter (CVPR 2022)☆19Nov 12, 2024Updated last year
- ☆10Nov 23, 2020Updated 5 years ago
- Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"☆17Sep 20, 2024Updated last year
- Python code for TCTL method☆13Jun 22, 2024Updated 2 years ago
- ☆19Sep 12, 2025Updated 10 months ago
- Code for AAAI-2024 paper: Graph Contrastive Invariant Learning from the Causal Perspective☆30Mar 11, 2024Updated 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.
- [ICLR 2023 Oral] Towards Open Temporal Graph Neural Networks☆35Jun 3, 2023Updated 3 years ago
- A curated list of publications and code about data augmentaion for graphs.☆64Jun 22, 2022Updated 4 years ago
- Official implementation of MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning☆19Jan 27, 2024Updated 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
- CIKM 2023, the code and datasets for PKEF.☆13Aug 28, 2023Updated 2 years ago
- Official reponsitory for "S^2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting"☆59Jul 17, 2024Updated 2 years ago
- The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS☆27Jul 10, 2024Updated 2 years ago