Xovee / stcf
STCF: Spatial-Temporal Contrasting for Fine-Grained Urban Flow inference. IEEE Transactions on Big Data, 2023.
☆11Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for stcf
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆11Updated last year
- ☆12Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆60Updated last year
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆20Updated 11 months ago
- SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning☆14Updated last year
- ☆40Updated 2 years ago
- ☆16Updated last year
- ☆9Updated last year
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆49Updated 4 months ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆15Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆73Updated 5 months ago
- ☆12Updated last year
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆9Updated last year
- ☆19Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆59Updated 4 months ago
- ☆26Updated 3 years ago
- ☆74Updated last year
- Open-source code of TransGTR.☆10Updated last year
- Implementation for MSDR☆25Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆34Updated last year
- ☆12Updated 5 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆107Updated 10 months ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆18Updated last year
- ☆43Updated 2 years ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆40Updated 2 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆25Updated last year
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆34Updated 2 years ago
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Updated 2 years ago
- DIDI-Xi'an dataset for FUFI problem.☆9Updated 2 years ago