bdi-lab / SpoT-MambaLinks
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces (To appear in Spatio-Temporal Reasoning and Learning (STRL) Workshop at International Joint Conference on Artificial Intelligence (IJCAI), 2024)
☆40Updated 7 months ago
Alternatives and similar repositories for SpoT-Mamba
Users that are interested in SpoT-Mamba are comparing it to the libraries listed below
Sorting:
- This repository is the official implementation of "DG-Mamba: Robust and Efficient Dynamic Graph Structure Learning with Selective State S…☆17Updated 4 months ago
- [NeurIPS 2024] State Space Models on Temporal Graphs: A First-Principles Study☆16Updated 8 months ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆56Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated 2 years ago
- ☆18Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆60Updated 11 months ago
- SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning☆14Updated 2 years ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 8 months ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆49Updated 2 years ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆80Updated 11 months ago
- Code of "Totally Dynamic Hypergraph Neural Network"☆22Updated last year
- Source code for the AAAI 2025 paper "TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Mode…☆26Updated 5 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆18Updated 2 years ago
- ☆118Updated last year
- ☆26Updated 2 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆86Updated 3 months ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Updated last year
- ☆48Updated 3 years ago
- Official website for "Continual Learning on Graphs: Challenges, Solutions, and Opportunities"☆50Updated last year
- Hypergraph convolution and attention networks research☆14Updated last year
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆37Updated 2 years ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆85Updated 2 years ago
- Open-source code of TransGTR.☆12Updated last year
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆157Updated 11 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆11Updated 2 years ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆27Updated 4 months ago
- ☆50Updated last week
- Code repository of "Towards Deep Attention in Graph Neural Networks: Problems and Remedies," published in ICML 2023.☆29Updated 4 months ago
- ☆20Updated 2 years ago
- ☆35Updated 5 months ago