HKUDS / FlashSTLinks
[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
☆80Updated 10 months ago
Alternatives and similar repositories for FlashST
Users that are interested in FlashST are comparing it to the libraries listed below
Sorting:
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆79Updated last year
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 6 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- [CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"☆46Updated last year
- [CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"☆18Updated 9 months ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆112Updated 10 months ago
- ☆22Updated 8 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆10Updated 2 years ago
- [CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"☆21Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆49Updated 6 months ago
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆23Updated 9 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆16Updated 2 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆36Updated 2 years ago
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆55Updated last year
- The official implementation of ChatTraffic.☆44Updated 6 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆56Updated 10 months ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆27Updated 2 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated last year
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆107Updated 3 weeks ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆103Updated 2 months ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆54Updated 11 months ago
- Official implementation for "UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction" (KDD 2024)☆185Updated 6 months ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆43Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆122Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆186Updated last year
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 3 years ago
- SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning☆14Updated 2 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated last month
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆87Updated last month
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆215Updated last year