Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network

Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network

8 October 2021

Chao Huang

Lianghao Xia

Papers citing "Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network"

10 / 10 papers shown

Title
MM-STFlowNet: A Transportation Hub-Oriented Multi-Mode Passenger Flow Prediction Method via Spatial-Temporal Dynamic Graph Modeling Ronghui Zhang Wenbin Xing Mengran Li Zihan Wang Junzhou Chen Xiaolei Ma Zhiyuan Liu Zhengbing He AI4TS 78 1 0 08 Apr 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation Zhen Zhang Bingsheng He 139 2 0 05 Feb 2025
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model Junwen Bai Shufeng Kong Carla P. Gomes DRL 16 53 0 12 Jul 2020
GMAN: A Graph Multi-Attention Network for Traffic Prediction Chuanpan Zheng Xiaoliang Fan Cheng-Yu Wang Jianzhong Qi AI4TS AI4CE 75 1,359 0 11 Nov 2019
UrbanFM: Inferring Fine-Grained Urban Flows Yuxuan Liang Kun Ouyang Lin Jing Sijie Ruan Ye Liu Junbo Zhang David S. Rosenblum Yu Zheng 27 122 0 06 Feb 2019
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction Huaxiu Yao Xianfeng Tang Hua Wei Guanjie Zheng Z. Li AI4TS 50 715 0 03 Mar 2018
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction Huaxiu Yao Fei Wu Jintao Ke Xianfeng Tang Yitian Jia Siyu Lu Pinghua Gong Jieping Ye Z. Li GNN 65 1,106 0 23 Feb 2018
Long-term Forecasting using Higher Order Tensor RNNs Rose Yu Stephan Zheng Anima Anandkumar Yisong Yue AI4TS 39 132 0 31 Oct 2017
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 70 3,675 0 14 Sep 2017
Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction Junbo Zhang Yu Zheng Dekang Qi 3DPC AI4TS 63 2,040 0 01 Oct 2016