tsinghua-fib-lab / KSTDiff-Urban-flow-generationLinks
Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)
☆26Updated last year
Alternatives and similar repositories for KSTDiff-Urban-flow-generation
Users that are interested in KSTDiff-Urban-flow-generation are comparing it to the libraries listed below
Sorting:
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆50Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆120Updated 3 years ago
- ☆125Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆41Updated 2 years ago
- ☆46Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆133Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆67Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆76Updated 4 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆37Updated 2 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- ☆11Updated last year
- ☆33Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆10Updated 2 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆195Updated 11 months ago
- PyTorch implementation of CaST, NeurIPS-23.☆39Updated 6 months ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆26Updated 3 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated 3 months ago
- ☆91Updated 2 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Updated 3 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆34Updated 5 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆62Updated 2 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆106Updated 8 months ago
- ☆27Updated last year
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆40Updated 3 years ago
- ☆17Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆86Updated last year
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆142Updated this week