ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"
☆16Jan 26, 2026Updated last month
Alternatives and similar repositories for TGCRN
Users that are interested in TGCRN are comparing it to the libraries listed below
Sorting:
- Time Series Forecasting with Dynamic Graph Modeling☆15Aug 31, 2025Updated 6 months ago
- ☆24Aug 3, 2024Updated last year
- ☆50May 17, 2022Updated 3 years ago
- ☆22Aug 9, 2025Updated 6 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆74Sep 4, 2024Updated last year
- ☆26Apr 28, 2024Updated last year
- ☆13Jan 22, 2025Updated last year
- ☆11Apr 10, 2025Updated 10 months ago
- source codes of TASSGN☆12Mar 11, 2024Updated last year
- ☆10Jun 17, 2023Updated 2 years ago
- [AAAI 2026] Official repository of the EMAformer paper: "EMAformer: Enhancing Transformer through Embedding Armor for Time Series Forecas…☆35Dec 3, 2025Updated 3 months ago
- ☆31Oct 18, 2024Updated last year
- The code of MultiSPANS.☆12Oct 20, 2023Updated 2 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- ☆28Sep 13, 2024Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- ☆74Nov 19, 2022Updated 3 years ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆20Jul 13, 2024Updated last year
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆14Jul 3, 2025Updated 8 months ago
- ☆15Aug 21, 2023Updated 2 years ago
- [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"☆16Sep 27, 2024Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆66Aug 13, 2024Updated last year
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆17Jan 26, 2026Updated last month
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆14Mar 31, 2025Updated 11 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆142Dec 23, 2023Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆42Jan 27, 2023Updated 3 years ago
- CIKM'24: Channel-Aware Low-Rank Adaptation for Long-term Series Forecasting☆15May 3, 2025Updated 10 months ago
- ☆19Apr 17, 2022Updated 3 years ago
- ☆40Mar 28, 2022Updated 3 years ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆252Dec 24, 2025Updated 2 months ago
- ☆50Aug 5, 2025Updated 7 months ago
- The PyTorch implementation of the paper "AutoCTS: Automated Correlated Time Series Forecasting".☆19Jan 21, 2022Updated 4 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆49Apr 7, 2023Updated 2 years ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Oct 10, 2023Updated 2 years ago
- ☆49May 24, 2022Updated 3 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆96Sep 2, 2025Updated 6 months ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆95Sep 2, 2024Updated last year
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆24Apr 1, 2025Updated 11 months ago
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years ago