tsinghua-fib-lab / GPDLinks
The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation".
☆56Updated last year
Alternatives and similar repositories for GPD
Users that are interested in GPD are comparing it to the libraries listed below
Sorting:
- A diffusion-based framework for spatio-temporal point processes☆74Updated last year
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆118Updated 11 months ago
- ☆15Updated 8 months ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆80Updated 11 months ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆79Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆50Updated 2 weeks ago
- ☆86Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆60Updated 11 months ago
- ☆25Updated 9 months ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 7 months ago
- Code for DiffSTG☆72Updated last year
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆20Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆55Updated 11 months ago
- The official implementation of ChatTraffic.☆47Updated 6 months ago
- Official implementation for "Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space" (KDD2024)☆23Updated 3 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆35Updated 2 years ago
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆10Updated 2 years ago
- Official implementation of our ICML 2024 paper "UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework…☆31Updated 2 months ago
- Spatial-Temporal Graph ODE Neural Network☆114Updated 3 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆111Updated last month
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆26Updated last year
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆38Updated 2 years ago
- ☆11Updated 3 months ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆223Updated 2 months ago
- ☆22Updated 2 years ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆10Updated 2 years ago
- Codes for "Retrieval-Augmented Diffusion Models for Time Series Forecasting"☆67Updated 9 months ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆32Updated 6 months ago
- ☆26Updated 2 years ago