AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network
for Traffic Forecasting

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting

22 November 2020

Papers citing "AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting"

17 / 17 papers shown

Title
FlowDistill: Scalable Traffic Flow Prediction via Distillation from LLMs Chenyang Yu Xinpeng Xie Yan Huang Chenxi Qiu AI4TS 35 0 0 02 Apr 2025
Efficient Traffic Prediction Through Spatio-Temporal Distillation Qianru Zhang Xinyi Gao Haixin Wang S. Yiu Hongzhi Yin AI4TS 37 2 0 15 Jan 2025
ProGen: Revisiting Probabilistic Spatial-Temporal Time Series Forecasting from a Continuous Generative Perspective Using Stochastic Differential Equations Mingze Gong Lei Chen Jia Li DiffM AI4TS 23 0 0 02 Nov 2024
Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations Jiaqi Ding Tingting Dan Ziquan Wei Hyuna Cho Paul J. Laurienti Won Hwa Kim Guorong Wu 41 0 0 17 Sep 2024
Context-aware knowledge graph framework for traffic speed forecasting using graph neural network Yatao Zhang Yi Wang Song Gao Martin Raubal AI4TS 32 1 0 25 Jul 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin S. Yiu Qi Tian Christian S. Jensen AI4TS 52 7 0 15 May 2024
Counterfactual Explanations for Deep Learning-Based Traffic Forecasting Rushan Wang Yanan Xin Yatao Zhang Fernando Pérez-Cruz Martin Raubal AI4TS 29 3 0 01 May 2024
Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting Mandani Ntekouli Gerasimos Spanakis L. Waldorp A. Roefs 22 0 0 28 Mar 2024
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting Qinyao Luo Silu He Xing Han Yuhan Wang Haifeng Li AI4TS 48 45 0 25 Mar 2024
CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph Silu He Qinyao Luo Xinsha Fu Ling Zhao Ronghua Du Haifeng Li 36 8 0 14 Dec 2023
ChatTraffic: Text-to-Traffic Generation via Diffusion Model Chengyang Zhang Yong Zhang Qitan Shao Bo Li Yisheng Lv Xinglin Piao Baocai Yin 30 5 0 27 Nov 2023
STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph Silu He Qinyao Luo Ronghua Du Ling Zhao Haifeng Li 33 36 0 30 Oct 2022
DeepGraphONet: A Deep Graph Operator Network to Learn and Zero-shot Transfer the Dynamic Response of Networked Systems Yixuan Sun Christian Moya Guang Lin Meng Yue GNN 45 9 0 21 Sep 2022
AST-GIN: Attribute-Augmented Spatial-Temporal Graph Informer Network for Electric Vehicle Charging Station Availability Forecasting Ruikang Luo Yaofeng Song Liping Huang Yicheng Zhang Rong Su GNN 12 5 0 07 Sep 2022
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features H. Farahmand Yuanchang Xu Ali Mostafavi AI4CE 24 38 0 09 Nov 2021
Graph Neural Network for Traffic Forecasting: A Survey Weiwei Jiang Jiayun Luo GNN AI4TS AI4CE 10 835 0 27 Jan 2021
KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting Jiawei Zhu Xing Han Hanhan Deng Chao Tao Ling Zhao Pu Wang Tao Lin Haifeng Li AI4TS 26 99 0 26 Nov 2020