zhyliu00 / FDTI
Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"
☆11Updated last year
Alternatives and similar repositories for FDTI
Users that are interested in FDTI are comparing it to the libraries listed below
Sorting:
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆19Updated last year
- ☆26Updated last year
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆23Updated 2 weeks ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆13Updated 2 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆38Updated 4 months ago
- ☆19Updated 3 years ago
- This is the official code release of the following paper: Yicheng Zhou et al., Make Graph Neural Networks Great Again: A Generic Integrat…☆11Updated 8 months ago
- ☆10Updated last year
- ☆13Updated 5 months ago
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆14Updated last month
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆24Updated last year
- PyTorch implementation of CaST, NeurIPS-23.☆33Updated 5 months ago
- ☆19Updated 6 months ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆33Updated 5 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆51Updated 8 months ago
- source codes of TASSGN☆11Updated last year
- ☆15Updated last year
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆22Updated 7 months ago
- ☆44Updated 2 years ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆16Updated last year
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆19Updated 8 months ago
- ☆12Updated 11 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆89Updated last month
- The official implementation of ChatTraffic.☆41Updated 3 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆10Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Updated last year
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆62Updated 2 weeks ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆18Updated 5 months ago