hjf1997 / USTDLinks
Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning
☆13Updated 11 months ago
Alternatives and similar repositories for USTD
Users that are interested in USTD are comparing it to the libraries listed below
Sorting:
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆47Updated 6 months ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆35Updated 9 months ago
- ☆23Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆205Updated last year
- few-shot models for short-term traffic prediction☆17Updated 2 years ago
- WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting (AAAI-2025)☆62Updated last month
- ☆39Updated 3 years ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆20Updated 2 months ago
- ☆19Updated 3 years ago
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆61Updated 2 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆133Updated 4 months ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆92Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆238Updated 5 months ago
- ☆90Updated 2 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated 2 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆131Updated last year
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆20Updated 2 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆239Updated 2 years ago
- ☆17Updated 11 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆70Updated 3 months ago
- ☆29Updated 4 months ago
- Using to predict the highway traffic speed☆35Updated 8 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆186Updated 3 years ago
- ☆26Updated 2 years ago
- Code for DiffSTG☆78Updated last year
- ☆11Updated 7 months ago
- ☆27Updated 2 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆46Updated 2 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Updated last year
- ☆25Updated last year