Pre-Training Identification of Graph Winning Tickets in Adaptive
Spatial-Temporal Graph Neural Networks

Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks

12 June 2024

Papers citing "Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks"

13 / 13 papers shown

Title
Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts Kun Wang Hao Wu Guibin Zhang Sihang Li Yuxuan Liang Yuankai Wu Roger Zimmermann Yang Wang 50 9 0 06 Feb 2024
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 61 189 0 27 Nov 2022
Graph Neural Controlled Differential Equations for Traffic Forecasting Jeongwhan Choi Hwangyong Choi JeeHyun Hwang Noseong Park BDL AI4TS 117 276 1 07 Dec 2021
Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting Zheng Fang Qingqing Long Guojie Song Kunqing Xie AI4TS 56 471 0 24 Jun 2021
Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution Fuxian Li J. Feng Huan Yan G. Jin Depeng Jin Yong Li GNN AI4TS 44 372 0 30 Apr 2021
Early-Bird GCNs: Graph-Network Co-Optimization Towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets Haoran You Zhihan Lu Zijian Zhou Y. Fu Yingyan Lin GNN 76 32 0 01 Mar 2021
EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets Xiaohan Chen Yu Cheng Shuohang Wang Zhe Gan Zhangyang Wang Jingjing Liu 73 100 0 31 Dec 2020
Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting Lei Bai Lina Yao Can Li Xianzhi Wang Can Wang GNN AI4TS 76 1,181 0 06 Jul 2020
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 82 2,151 0 31 May 2019
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting Lei Bai Lina Yao S. Kanhere Xianzhi Wang Quan.Z Sheng AI4TS 71 253 0 24 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 644 8,496 0 03 Jan 2019
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks Jonathan Frankle Michael Carbin 210 3,457 0 09 Mar 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 228 4,150 0 23 Jan 2018