YuanYuan98 / UniFlow
☆13Updated 5 months ago
Alternatives and similar repositories for UniFlow:
Users that are interested in UniFlow are comparing it to the libraries listed below
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆36Updated 4 months ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆23Updated last week
- ☆26Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆51Updated 8 months ago
- ☆44Updated 2 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 4 years ago
- Open-source code of TransGTR.☆11Updated last year
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆11Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆33Updated 5 months ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- ☆26Updated last year
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆18Updated 8 months ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆24Updated last year
- The official implementation of ChatTraffic.☆41Updated 3 months ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Updated last year
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆42Updated 2 years ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆18Updated 5 months ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆19Updated last year
- [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"☆12Updated 7 months ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆38Updated 2 years ago
- ☆19Updated 3 years ago
- ☆15Updated last year
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 9 months ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Updated 2 years ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆13Updated last month
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆26Updated last year
- ☆17Updated 3 years ago