DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient
Graph Learning for ETA Prediction at Baidu Maps

DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps

15 August 2022

Xiaomin Fang

ArXiv (abs)PDF HTML

Papers citing "DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps"

14 / 14 papers shown

Title
Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study Dingyi Zhuang Hanyong Xu Xiaotong Guo Yunhan Zheng Shenhao Wang Jinhua Zhao 128 0 0 20 Jan 2025
LDMapNet-U: An End-to-End System for City-Scale Lane-Level Map Updating Deguo Xia Weiming Zhang Xiyan Liu Wei Emma Zhang Chenting Gong Xiao Tan Jizhou Huang Mengmeng Yang Ke Wang 89 0 0 06 Jan 2025
Decoupling the Depth and Scope of Graph Neural Networks Hanqing Zeng Muhan Zhang Yinglong Xia Ajitesh Srivastava Andrey Malevich Rajgopal Kannan Viktor Prasanna Long Jin Ren Chen GNN 85 145 0 19 Jan 2022
Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting Hyunwoo Lee Seungmin Jin Hyeshin Chu H. Lim Sungahn Ko AI4TS 60 34 0 20 Oct 2021
ETA Prediction with Graph Neural Networks in Google Maps Austin Derrow-Pinion Jennifer She David Wong O. Lange Todd Hester ... Ang Li Zhongwen Xu Alvaro Sanchez-Gonzalez Yujia Li Petar Velivcković AI4TS 68 229 0 25 Aug 2021
Graph Neural Network for Traffic Forecasting: A Survey Weiwei Jiang Jiayun Luo GNN AI4TS AI4CE 222 877 0 27 Jan 2021
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification Yunsheng Shi Zhengjie Huang Shikun Feng Hui Zhong Wenjin Wang Yu Sun AI4CE 93 789 0 08 Sep 2020
Simple and Deep Graph Convolutional Networks Ming Chen Zhewei Wei Zengfeng Huang Bolin Ding Yaliang Li GNN 121 1,486 0 04 Jul 2020
3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting Ting Yu Mengzhang Li Jiyong Zhang Zhanxing Zhu AI4TS GNN 56 48 0 03 Mar 2019
Graph Convolutional Neural Networks for Web-Scale Recommender Systems Rex Ying Ruining He Kaifeng Chen Pong Eksombatchai William L. Hamilton J. Leskovec GNN BDL 263 3,549 0 06 Jun 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 74 3,229 0 22 Mar 2018
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs Jiani Zhang Xingjian Shi Junyuan Xie Hao Ma Irwin King Dit-Yan Yeung GNN 110 573 0 20 Mar 2018
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision Hanyuan Zhang Hao-qing Wu Weiwei Sun Baihua Zheng AI4TS 65 143 0 06 Feb 2018
A Simple Baseline for Travel Time Estimation using Large-Scale Trip Data Hongjian Wang Z. Li Yu-Hsuan Kuo Daniel Kifer AI4TS 30 163 0 28 Dec 2015