DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic
Prediction

DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction

20 August 2021

Ryosuke Shibasaki

Papers citing "DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction"

11 / 61 papers shown

Title
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout Hongjun Wang Jiyuan Chen Tongbo Pan Z. Fan Boyuan Zhang Renhe Jiang Lingyu Zhang Yi Xie Zhongyin Wang Xuan Song GNN 19 8 0 28 Nov 2022
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting Renhe Jiang Zhaonan Wang Jiawei Yong P. Jeph Quanjun Chen Yasumasa Kobayashi Xuan Song Shintaro Fukushima Toyotaro Suzumura AI4TS 22 174 0 27 Nov 2022
Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting Juyong Jiang Binqing Wu Ling-Hao Chen Kai Zhang Sunghun Kim AI4TS 14 18 0 05 Aug 2022
SCAI: A Spectral data Classification framework with Adaptive Inference for the IoT platform Yundong Sun Dongjie Zhu Haiwen Du Yansong Wang Zhaoshuo Tian 20 0 0 24 Jun 2022
Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantander Yuya Sasaki Junya Takayama Juan Ramón Santana Shohei Yamasaki T. Okuno Makoto Onizuka 6 2 0 21 Jun 2022
Spatial-Temporal Interactive Dynamic Graph Convolution Network for Traffic Forecasting Aoyun Liu Yaying Zhang GNN AI4TS 21 26 0 18 May 2022
ST-ExpertNet: A Deep Expert Framework for Traffic Prediction Hongjun Wang Jiyuan Chen Z. Fan Zhiwen Zhang Z. Cai Xuan Song MoE 15 8 0 05 May 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 19 95 0 29 Mar 2022
Exploring Context Generalizability in Citywide Crowd Mobility Prediction: An Analytic Framework and Benchmark Liyue Chen Xiaoxiang Wang Leye Wang 20 1 0 30 Jun 2021
Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting Xu Geng Xiyu Wu Lingyu Zhang Qiang Yang Yan Liu Jieping Ye AI4TS 6 31 0 27 May 2019
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 201 7,884 0 13 Jun 2015