HKUDS / STExplainerLinks
[CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"
☆61Updated last year
Alternatives and similar repositories for STExplainer
Users that are interested in STExplainer are comparing it to the libraries listed below
Sorting:
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆68Updated 2 years ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆92Updated last year
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆58Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆88Updated last year
- [CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"☆20Updated last year
- [CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"☆24Updated last year
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆21Updated 3 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆40Updated 3 years ago
- [SIGIR'2024] "SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation"☆69Updated last year
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 3 years ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Updated 2 years ago
- The pytorch implementation of DisenPOI.☆23Updated 2 years ago
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆29Updated last year
- [WSDM'2025] "DiffGraph: Heterogeneous Graph Diffusion Model"☆62Updated 7 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆140Updated 2 years ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23Updated last year
- HSTGODE code☆10Updated 2 years ago
- ST-SHN, IJCAI 2021☆19Updated 4 years ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆50Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆79Updated 6 months ago
- ☆49Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆125Updated 4 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- The official implementation of ChatTraffic.☆51Updated last year
- The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation☆12Updated last year
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆164Updated last year
- ☆46Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆79Updated 3 years ago
- Open-source code of TransGTR.☆15Updated 2 years ago
- [WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"☆50Updated last year