STTDAnonymous / STTD
Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction
☆15Updated last year
Related projects ⓘ
Alternatives and complementary repositories for STTD
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆34Updated last year
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆24Updated 2 years ago
- ☆26Updated 3 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆46Updated 4 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆60Updated last year
- ☆40Updated 2 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆73Updated 5 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆107Updated 10 months ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 4 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆31Updated 3 years ago
- ☆12Updated last year
- Traffic accident prediction using graph neural networks☆42Updated 3 weeks ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆40Updated 2 years ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 2 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆46Updated last week
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆34Updated 2 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆15Updated last year
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆87Updated 2 years ago
- ☆42Updated 2 years ago
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆12Updated 8 months ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆20Updated 9 months ago
- ☆23Updated 2 months ago
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆151Updated this week
- Attentive Traffic Flow Machines☆57Updated 4 years ago
- ☆44Updated 2 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆66Updated last year
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆18Updated last year
- ☆19Updated 4 years ago