zhyliu00 / TPB
Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"
☆19Updated last year
Alternatives and similar repositories for TPB:
Users that are interested in TPB are comparing it to the libraries listed below
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆11Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- ☆19Updated 5 months ago
- ☆43Updated 2 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆21Updated 11 months ago
- ☆24Updated last year
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆41Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆34Updated 3 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆47Updated 6 months ago
- ☆47Updated 2 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Updated 10 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆66Updated 8 months ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆18Updated 7 months ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆17Updated 2 years ago
- The official implementation of ChatTraffic.☆40Updated 2 months ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆75Updated last month
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆24Updated last year
- ☆24Updated 6 months ago
- ☆49Updated 2 years ago
- Open-source code of TransGTR.☆11Updated last year
- ☆19Updated 3 years ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆10Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆112Updated last year
- This is the official code release of the following paper: Yicheng Zhou et al., Make Graph Neural Networks Great Again: A Generic Integrat…☆10Updated 6 months ago
- Spatial-Temporal Graph ODE Neural Network☆106Updated 3 years ago
- ☆10Updated last year
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆31Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆63Updated last year
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago