YushengZhao / DyHSLLinks
[ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting
☆16Updated 2 years ago
Alternatives and similar repositories for DyHSL
Users that are interested in DyHSL are comparing it to the libraries listed below
Sorting:
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆14Updated this week
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆25Updated last month
- ☆15Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 10 months ago
- ☆47Updated 3 years ago
- ☆44Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆111Updated 3 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆78Updated 11 months ago
- ☆26Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆52Updated 9 months ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆63Updated 3 weeks ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆117Updated last year
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆35Updated this week
- ☆73Updated 2 years ago
- ☆19Updated 3 years ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 3 years ago
- Implementation for MSDR☆25Updated 2 years ago
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆16Updated 3 weeks ago
- Open-source code of TransGTR.☆12Updated last year
- PyTorch implementation of CaST, NeurIPS-23.☆34Updated 6 months ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 5 months ago
- ☆10Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆43Updated 5 months ago
- ☆20Updated 7 months ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆43Updated 2 years ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆48Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆45Updated 2 years ago
- few-shot models for short-term traffic prediction☆17Updated 2 years ago
- ☆23Updated 2 years ago