STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow
Prediction

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STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction

8 December 2022

Fahim Faisal Niloy

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Papers citing "STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction"

19 / 19 papers shown

Title
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 69 191 0 27 Nov 2022
CFL-Net: Image Forgery Localization Using Contrastive Learning Fahim Faisal Niloy K. Bhaumik Simon S. Woo 52 35 0 04 Oct 2022
Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities Yihong Tang Ao Qu A. Chow W. Lam S. Wong Wei-Ying Ma AI4TS 170 58 0 08 Feb 2022
Variational Stacked Local Attention Networks for Diverse Video Captioning Tonmoay Deb Akib Sadmanee Kishor Kumar Ahsan Ali M. Ashraful Mahbubur Rahman 41 8 0 04 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 35 0 20 Oct 2021
Attention Toward Neighbors: A Context Aware Framework for High Resolution Image Segmentation Fahim Faisal Niloy M. A. Amin A. Ali A. Rahman SSeg 39 5 0 24 Jun 2021
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Yuzhou Chen I. Segovia-Dominguez Yulia R. Gel AI4TS 67 142 0 10 May 2021
Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network Amit Roy Kashob Kumar Roy A. Ali M. A. Amin A. Rahman AI4TS 85 28 0 26 Apr 2021
A Statistical Analysis of Summarization Evaluation Metrics using Resampling Methods Atul Ingle Rotem Dror Dan Roth 26 76 0 31 Mar 2021
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao Yujing Wang Juanyong Duan Ce Zhang Xia Zhu ... Yunhai Tong Bixiong Xu Jing Bai Jie Tong Qi Zhang AI4TS 59 516 0 13 Mar 2021
Human Activity Recognition from Wearable Sensor Data Using Self-Attention Saif Mahmud M. T. H. Tonmoy K. Bhaumik A. Rahman M. A. Amin M. Shoyaib Muhammad Asif Hossain Khan A. Ali HAI 75 85 0 17 Mar 2020
Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting Weiqiu Chen Ling Chen Yu Xie Wei Cao Yusong Gao Xiaojie Feng AI4TS 74 295 0 27 Nov 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 90 2,176 0 31 May 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 783 8,566 0 03 Jan 2019
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,225 0 30 Oct 2017
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 130 3,728 0 14 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 730 132,363 0 12 Jun 2017
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 346 5,379 0 03 Nov 2016
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,734 0 11 Dec 2014

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