Tongyu Zhu

According to our database, Tongyu Zhu authored at least 48 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

MvTS-library: An open library for deep multivariate time series forecasting.

Junchen Ye, Weimiao Li, Zhixin Zhang, Tongyu Zhu, Leilei Sun, Bowen Du

Knowl. Based Syst., January, 2024

2023

Generic Dynamic Graph Convolutional Network for traffic flow forecasting.

Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv

Inf. Fusion, December, 2023

Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification.

Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu, Weifeng Lv

IEEE Trans. Knowl. Data Eng., November, 2023

Spatio-Temporal AutoEncoder for Traffic Flow Prediction.

Mingzhe Liu, Tongyu Zhu, Junchen Ye, Qingxin Meng, Leilei Sun, Bowen Du

IEEE Trans. Intell. Transp. Syst., May, 2023

A graph attention fusion network for event-driven traffic speed prediction.

Zekun Qiu, Tongyu Zhu, Yuhui Jin, Leilei Sun, Bowen Du

Inf. Sci., April, 2023

A Simple Framework for Multi-mode Spatial-Temporal Data Modeling.

Zihang Liu, Le Yu, Tongyu Zhu, Leilei Sun

CoRR, 2023

Multivariate Long-Term Traffic Forecasting with Graph Convolutional Network and Historical Attention Mechanism.

Zhaohuan Wang, Yi Xu, Liangzhe Han, Tongyu Zhu, Leilei Sun

Proceedings of the Knowledge Science, Engineering and Management, 2023

Continuous-Time Graph Learning for Cascade Popularity Prediction.

Xiaodong Lu, Shuo Ji, Le Yu, Leilei Sun, Bowen Du, Tongyu Zhu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

AttnOD: An Attention-Based OD Prediction Model with Adaptive Graph Convolution.

Wancong Zhang, Gang Wang, Xu Liu, Tongyu Zhu

Proceedings of the Neural Information Processing - 30th International Conference, 2023

PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery.

Qiming Zhang, Tianxi Liao, Tongyu Zhu, Leilei Sun, Weifeng Lv

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Intelligent Tutoring for Large-Scale Personalized Programming Learning Based on Knowledge Graph.

Ying Li, JinCheng Qiu, Runze Yang, Tongyu Zhu, Hao Sheng, ShiJie Gui, Yu Liang

Proceedings of the IEEE Frontiers in Education Conference, 2023

Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling.

Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Predicting Temporal Sets with Simplified Fully Connected Networks.

Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Modelling Evolutionary and Stationary User Preferences for Temporal Sets Prediction.

Le Yu, Zihang Liu, Tongyu Zhu, Leilei Sun, Bowen Du, Weifeng Lv

CoRR, 2022

Zoom-Based AutoEncoder for Origin-Destination Demand Prediction.

Xiaojian Ma, Liangzhe Han, Gang Wang, Xu Liu, Tongyu Zhu

Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2022

2021

Customer relationship management analysis of outpatients in a Chinese infectious disease hospital using drug-proportion recency-frequency-monetary model.

Min Li, Qunwei Wang, Yinzhong Shen, Tongyu Zhu

Int. J. Medical Informatics, 2021

FOBA: Flight Operation Behavior Analysis Based on Hierarchical Encoding.

Tongyu Zhu, Zhiwei Tong

Proceedings of the Knowledge Science, Engineering and Management, 2021

A Social Attribute Inferred Model Based on Spatio-Temporal Data.

Tongyu Zhu, Peng Ling, Zhiyuan Chen, Dongdong Wu, Ruyan Zhang

Proceedings of the Knowledge Science, Engineering and Management, 2021

2020

Lightning Talks of EduHPC 2020.

Joel C. Adams, Godmar Back, Piotr Bala, Michael K. Bane, Kirk W. Cameron, Henri Casanova, Margaret Ellis, Rafael Ferreira da Silva, Gautam Jethwani, William Koch, Tabitha Lee, Tongyu Zhu

Proceedings of the IEEE/ACM Workshop on Education for High-Performance Computing, 2020

2019

Identifying the most influential roads based on traffic correlation networks.

Shengmin Guo, Dong Zhou, Jing-Fang Fan, Qingfeng Tong, Tongyu Zhu, Weifeng Lv, Daqing Li, Shlomo Havlin

EPJ Data Sci., 2019

Pre-training of Autoregressive Model for Aircraft Hard Landing Prediction Based on QAR Data.

Yucheng Lu, Tongyu Zhu

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018

A shilling attack detector based on convolutional neural network for collaborative recommender system in social aware network.

Chao Tong, Xiang Yin, Jun Li, Tongyu Zhu, Renli Lv, Liang Sun, Joel J. P. C. Rodrigues

Comput. J., 2018

An innovative deep architecture for aircraft hard landing prediction based on time-series sensor data.

Chao Tong, Xiang Yin, Jun Li, Tongyu Zhu, Renli Lv, Liang Sun, Joel J. P. C. Rodrigues

Appl. Soft Comput., 2018

Highway Traffic Volume Prediction via Stacking KNN, SVR, MLP, RNN.

Zhilong Lu, Weifeng Lv, Zhipu Xie, Tongyu Zhu

Proceedings of the 2018 IEEE SmartWorld, 2018

A Novel Method of Overrun Risk Measurement and Assessment Using Large Scale QAR Data.

Hao Lv, Jianjun Yu, Tongyu Zhu

Proceedings of the Fourth IEEE International Conference on Big Data Computing Service and Applications, 2018

2017

Target Recognition Method for High Resolution SAR Images Based on Improved Convolutional Neural Network.

Tongyu Zhu, Yicheng Jiang

Proceedings of the Communications, Signal Processing, and Systems, 2017

2016

A Novel Freeway Traffic Speed Estimation Model with Massive Cellular Signaling Data.

Tongyu Zhu, Zhixin Song, Dongdong Wu, Jianjun Yu

Int. J. Web Serv. Res., 2016

2015

Combining long-term and short-term user interest for personalized hashtag recommendation.

Jianjun Yu, Tongyu Zhu

Frontiers Comput. Sci., 2015

Dynamic Path Selection Model Based on Logistic Regression for the Shunt Point of Highway.

Bing Chang, Tongyu Zhu

Proceedings of the Information Technology and Intelligent Transportation Systems, 2015

2014

Identifying Significant Places Using Multi-day Call Detail Records.

Peiyu Yang, Tongyu Zhu, XueJin Wan, Xuejiao Wang

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

An Approach to Estimate Traffic Speed Based on Cellular Network Signaling Data on Highways.

Zhixin Song, Tongyu Zhu, Dongdong Wu, Suai Lius

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013

The impact analysis of traffic incident and prediction model on travel time under incident condition.

Qi Wang, Haitao Yu, Tongyu Zhu, Ge Li

Proceedings of the 13th International Conference on ITS Telecommunications, 2013

Towards Dynamic Resource Provisioning for Traffic Mining Service Cloud.

Jianjun Yu, Tongyu Zhu

Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

Analysis of Travel Time Patterns in Urban Using Taxi GPS Data.

Mengdan Gao, Tongyu Zhu, XueJin Wan, Qi Wang

Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012

An approach to detect left-turn forbidden intersection using taxi trajectories.

Tongyu Zhu, Zepeng Mao, Dongdong Wu, Jingjing Chi

Proceedings of the 12th International Conference on ITS Telecommunications, 2012

RTIC-C: A Cloud Computing Platform for History Data Mining of Traffic Information.

Tongyu Zhu, Jianjun Yu, Bowen Du

Proceedings of the 2012 International Conference on Connected Vehicles and Expo, 2012

Analyzing City Blocks' Properties Based on Mobile Data.

Weifeng Lv, Kan Liu, Tongyu Zhu

Proceedings of the 2012 Seventh International Conference on Broadband, 2012

2011

The scaling of human mobility by taxis is exponential

Xiao Liang, Xudong Zheng, Weifeng Lv, Tongyu Zhu, Ke Xu

CoRR, 2011

The prediction of bus arrival time using global positioning system data and dynamic traffic information.

Tongyu Zhu, Fajin Ma, Tao Ma, Congcong Li

Proceedings of the 4th Joint IFIP Wireless and Mobile Networking Conference, 2011

Effective data identification in travel time estimation based on cellular network signaling.

Weifeng Lv, Sanli Ma, Chengming Liang, Tongyu Zhu

Proceedings of the 4th Joint IFIP Wireless and Mobile Networking Conference, 2011

2010

Applied research of data sensing and service to ubiquitous intelligent transportation system.

Weifeng Lv, Bowen Du, Dianfu Ma, Tongyu Zhu, Chen Wang

Frontiers Comput. Sci. China, 2010

A location-based push service architecture with clustering method.

Tongyu Zhu, Yuan Zhang, Fei Wang, Weifeng Lv

Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2010

Continuous range monitoring of moving objects in road networks.

Tongyu Zhu, Chen Wang, Weifeng Lv, Jian Huang

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

An Efficient Algorithm to Estimate Real-time Traffic Information based on Multiple Data Sources.

Bowen Du, Yun Liang, Dianfu Ma, Weifeng Lv, Tongyu Zhu

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 1, 2010

2009

Outlier mining based Automatic Incident Detection on urban arterial road.

Tongyu Zhu, Jifang Wang, Weifeng Lv

Proceedings of the 6th International Conference on Mobile Technology, 2009

An FCD Information Processing Model under Traffic Signal Control.

Weifeng Lv, Leishi Xu, Tongyu Zhu, Bowen Du, Dongdong Wu

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

2008

Missing Data Compensation Model in Real-Time Traffic Information Service System.

Bowen Du, Leishi Xu, Dianfu Ma, Weifeng Lv, Tongyu Zhu

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Improved Dynamic Location Reference Method Agora-C Based on Rule Optimization.

Xi Dai, Weifeng Lv, Tongyu Zhu

Proceedings of the International Conference on Computer Science and Software Engineering, 2008