RongfanLi98 / SPGCLLinks
SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning
☆14Updated 2 years ago
Alternatives and similar repositories for SPGCL
Users that are interested in SPGCL are comparing it to the libraries listed below
Sorting:
- HSTGODE code☆9Updated last year
- ☆44Updated 3 years ago
- ☆48Updated 3 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆38Updated 2 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆11Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆60Updated 11 months ago
- ☆45Updated 2 years ago
- The code for Multi-view Hypergraph Contrastive Policy Learning for Conversational Recommendation (SIGIR 2023)☆9Updated last year
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆23Updated 2 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated 2 years 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…☆49Updated last year
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆10Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆114Updated 3 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆79Updated last year
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 3 years ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 7 months ago
- Open-source code of TransGTR.☆12Updated last year
- ☆19Updated 2 years ago
- ☆17Updated last year
- ☆30Updated last year
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆80Updated 11 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated 3 weeks ago
- ☆38Updated 2 years ago
- The official implementation of SDGL☆33Updated last year
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆84Updated 2 years ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆49Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- ☆69Updated 3 years ago