zichuan-liu / SIGSPATIAL-2021-GISCUP-4th-Solution
Liu, Zichuan, et al. "Multi-View Spatial-Temporal Model for Travel Time Estimation." Proceedings of the 29th International Conference on Advances in Geographic Information Systems. 2021.
☆11Updated 3 years ago
Alternatives and similar repositories for SIGSPATIAL-2021-GISCUP-4th-Solution:
Users that are interested in SIGSPATIAL-2021-GISCUP-4th-Solution are comparing it to the libraries listed below
- ☆26Updated 3 years ago
- Code for the KDD 2022 paper "Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time…☆16Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 2 years ago
- ☆8Updated 3 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆34Updated 6 months ago
- ☆49Updated 2 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- Codes for RiskSeq-TKDE☆20Updated 4 years ago
- Travel Time Prediction Based on Tensor Decomposition and Graph Embedding☆26Updated 4 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 3 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆33Updated 5 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆37Updated last year
- ☆16Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆47Updated 3 years ago
- ☆41Updated 3 years ago
- Dynamic Switch-Attention Network☆20Updated 3 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆93Updated 2 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆36Updated 2 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆20Updated 3 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆16Updated 6 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 6 months ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- ☆15Updated last year
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated last year