usail-hkust / BigSTLinks
☆27Updated last year
Alternatives and similar repositories for BigST
Users that are interested in BigST are comparing it to the libraries listed below
Sorting:
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆78Updated 3 weeks ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Updated 2 years ago
- ☆28Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆259Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆76Updated 5 months ago
- ☆29Updated 2 years ago
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆28Updated 5 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆21Updated 3 years ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆28Updated 8 months ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆146Updated 3 weeks ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆14Updated 5 months ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated 3 months ago
- ☆19Updated 3 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆28Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆136Updated 2 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆21Updated 2 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆213Updated last month
- ☆16Updated last year
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆67Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆21Updated 3 months ago
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆50Updated 7 months ago
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆10Updated 7 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆273Updated 2 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆86Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆70Updated last year
- The official implementation of ChatTraffic.☆51Updated 11 months ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆44Updated 3 years ago
- ☆30Updated last year