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ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Road SpeedST-GRAT: A Novel Spatio-temporal Graph Attention Network
Hybrid Spatio-Temporal Graph Convolutional Network: Improving Traffic Prediction with Navigation Data Rui Dai∗ Alibaba Group Beijing, China [email protected] Shenkun…
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao1, ∗† , Yujing Wang1,2, † , Juanyong Duan2, Ce Zhang3, Xia Zhu2 Conguri Huang2,…
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction Abduallah Mohamed1, Kun Qian1 Mohamed Elhoseiny2,3, **, Christian…
TGN: Temporal Graph Networks for Dynamic Graphs Emanuele Rossi Twitter In collaboration with Ben Chamberlain Fabrizio Frasca Davide Eynard Federico Monti and Michael Bronstein…
A Data-Driven Graph Generative Model for Temporal Interaction Networks Dawei Zhou, Lecheng Zheng, Jiawei Han, and Jingrui He University of Illinois at Urbana-Champaign, Urbana,…
Proceedings of the 27th International Conference on Computational Linguistics pages 806–817 Santa Fe New Mexico USA August 20-26 2018 806 Reading Comprehension with Graph-based…
Introduction Axioms Algorithm Temporal Scale for Dynamic Networks Hemanshu Kaul Illinois Institute of Technology www.math.iit.edu/∼kaul [email protected] Joint work with Rajmonda…
STRG-Index: Spatio-Temporal Region Graph Indexing for Large Video Databases JeongKyu Lee jelee@cseutaedu JungHwan Oh oh@cseutaedu Sae Hwang hwang@cseutaedu Department of…
Tink a temporal graph analytics library for Apache Flink Master Thesis Wouter Ligtenberg Wouter@onzichtbaarnet Department of Mathematics and Computer Science Web Engineering…
Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting Shengnan Guo12 Youfang Lin123 Ning Feng13 Chao Song12 Huaiyu Wan123∗ 1School…
Executing Reactive, Model-based Programs through Graph-based Temporal Planning Phil Kim and Brian C. Williams, Artificial Intelligence and Space Systems Labs Massachusetts…
JOURNAL OF LATEX CLASS FILES, VOL. 14, NO. 8, AUGUST 2015 1 T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction Ling Zhao, Yujiao Song, Chao Zhang, Yu Liu,
STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting Lei Bai1∗ Lina Yao1 Salil S Kanhere1 Xianzhi Wang2 and Quan Z Sheng3 1University…
Boundary Content Graph Neural Network for Temporal Action Proposal Generation Yueran Bai1∗† Yingying Wang2∗ Yunhai Tong1‡ Yang Yang2 Qiyue Liu2 and Junhui Liu2‡…
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection Yuan Yuan1 Xiaodan Liang2 Xiaolong Wang2 Dit-Yan Yeung1 Abhinav Gupta2 1The Hong Kong University of Science…
Graph CNNs with Motif and Variable Temporal Block for Skeleton-based Action Recognition Yu-Hui Wen12 Lin Gao1∗ Hongbo Fu 3 Fang-Lue Zhang 4 Shihong Xia12∗ 1Beijing Key…
Einreichung für: BTW 2017, Geplant als Veröffentlichung innerhalb der Lecture Notes in Informatics LNI Distributed Grouping of Property Graphs with GRADOOP Martin Junghanns1,2,…
ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling Bing Yu∗ byu@pkueducn School of Mathematical Sciences Peking University Beijing China Haoteng…
Minimum Spanning Trees in Temporal Graphs Silu Huang Chinese University of Hong Kong slhuang@csecuhkeduhk Ada Wai-Chee Fu Chinese University of Hong Kong adafu@csecuhkeduhk…