Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks

17 January 2025

Papers citing "Multi-Class Traffic Assignment using Multi-View Heterogeneous Graph Attention Networks"

9 / 9 papers shown

Title
Heterogeneous Graph Sequence Neural Networks for Dynamic Traffic Assignment Tong Liu Hadi Meidani AI4TS 50 2 0 07 Aug 2024
Graph Neural Network Surrogate for Seismic Reliability Analysis of Highway Bridge Systems Tong Liu Hadi Meidani 43 11 0 12 Oct 2022
Data-Driven Traffic Assignment: A Novel Approach for Learning Traffic Flow Patterns Using a Graph Convolutional Neural Network Rezaur Rahman Samiul Hasan GNN 41 25 0 21 Feb 2022
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding Xinyu Fu Jiani Zhang Ziqiao Meng Irwin King 119 881 0 05 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 565 42,639 0 03 Dec 2019
Missing Data Reconstruction in Remote Sensing image with a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network Qiang Zhang Qiangqiang Yuan Chao Zeng Xinghua Li Yancong Wei 73 318 0 23 Feb 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 148 3,729 0 14 Sep 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 516 15,369 0 07 Jun 2017