LibCity / Bigscity-LibCity-PaperList
Paper list in traffic prediction field
☆222Updated 6 months ago
Alternatives and similar repositories for Bigscity-LibCity-PaperList:
Users that are interested in Bigscity-LibCity-PaperList are comparing it to the libraries listed below
- Traffic data processing tools in LibCity☆196Updated last year
- Summary of open source code for deep learning models in the field of traffic prediction☆252Updated 2 years ago
- LibCity Experiment Management and Visualization Web Tool☆65Updated 9 months ago
- Chinese Docs of LibCity☆26Updated last year
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆284Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆112Updated 6 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆221Updated last year
- ☆39Updated 2 weeks ago
- Official repository of paper "VecCity: A Taxonomy-guided Library for Map Entity Representation Learning".☆42Updated last month
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆166Updated last month
- A collection of research on spatio-temporal data mining☆146Updated last week
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆212Updated 3 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆197Updated 3 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆242Updated last year
- Docs of LibCity☆14Updated last month
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆225Updated last year
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆89Updated 3 years ago
- LibCity: An Open Library for Urban Spatial-temporal Data Mining☆967Updated last month
- An Open Source Spatio-Temporal Prediction Package☆197Updated 3 months ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆174Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆152Updated 2 years ago
- Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using hist…☆285Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023 DB Track)☆180Updated last year
- ☆74Updated last year
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting (ASTGCN) AAAI 2019☆218Updated 5 years ago
- paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>☆160Updated 3 years ago
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆369Updated 4 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆17Updated 2 years ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆124Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆76Updated 9 months ago