Wu Yuankai (伍元凯)

Wu Yuankai (伍元凯)

McGill University

H-index: 23

North America-Canada

About Wu Yuankai (伍元凯)

Wu Yuankai (伍元凯), With an exceptional h-index of 23 and a recent h-index of 23 (since 2020), a distinguished researcher at McGill University, specializes in the field of Spatiotemporal Data Mining, Machine Learning, Intelligent Transportation System.

His recent articles reflect a diverse array of research interests and contributions to the field:

Autonomous vehicle cloud system

MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting

Modeling spatio-temporal dynamical systems with neural discrete learning and levels-of-experts

Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion

Autonomous vehicle intelligent system (avis)

Intelligent road side unit (RSU) network for automated driving

Generative adversarial network for car following trajectory generation and anomaly detection

Low-rank Hankel tensor completion for traffic speed estimation

Wu Yuankai (伍元凯) Information

University

Position

Department of Civil Engineering and Applied Mechanics Postdoc Researcher IVADO

Citations(all)

3142

Citations(since 2020)

2948

Cited By

974

hIndex(all)

23

hIndex(since 2020)

23

i10Index(all)

40

i10Index(since 2020)

40

Email

University Profile Page

McGill University

Google Scholar

View Google Scholar Profile

Wu Yuankai (伍元凯) Skills & Research Interests

Spatiotemporal Data Mining

Machine Learning

Intelligent Transportation System

Top articles of Wu Yuankai (伍元凯)

Title

Journal

Author(s)

Publication Date

Autonomous vehicle cloud system

2024/1/4

MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting

Proceedings of the AAAI Conference on Artificial Intelligence

Wanlin Cai

Yuxuan Liang

Xianggen Liu

Jianshuai Feng

Yuankai Wu

2024/3/24

Modeling spatio-temporal dynamical systems with neural discrete learning and levels-of-experts

IEEE Transactions on Knowledge and Data Engineering

Kun Wang

Hao Wu

Guibin Zhang

Junfeng Fang

Yuxuan Liang

...

2024/2/8

Fuel consumption prediction for pre-departure flights using attention-based multi-modal fusion

Information Fusion

Yi Lin

Dongyue Guo

Yuankai Wu

Lishuai Li

Edmond Q Wu

...

2024/1/1

Autonomous vehicle intelligent system (avis)

2024/1/25

Intelligent road side unit (RSU) network for automated driving

2024/1/23

Generative adversarial network for car following trajectory generation and anomaly detection

Journal of Intelligent Transportation Systems

Haotian Shi

Shuoxuan Dong

Yuankai Wu

Qinghui Nie

Yang Zhou

...

2024/1/6

Low-rank Hankel tensor completion for traffic speed estimation

IEEE Transactions on Intelligent Transportation Systems

Xudong Wang

Yuankai Wu

Dingyi Zhuang

Lijun Sun

2021/5/21

Spatial–Temporal Traffic Modeling With a Fusion Graph Reconstructed by Tensor Decomposition

IEEE Transactions on Intelligent Transportation Systems

Qin Li

Xuan Yang

Yong Wang

Yuankai Wu

Deqiang He

2023/9/22

Cooperative energy management and eco-driving of plug-in hybrid electric vehicle via multi-agent reinforcement learning

Applied Energy

Yong Wang

Yuankai Wu

Yingjuan Tang

Qin Li

Hongwen He

2023/2/15

Autonomous vehicle and cloud control (AVCC) system with roadside unit (RSU) network

2023/8/22

Intelligent road infrastructure system (IRIS): systems and methods

2020/6/23

A multi-view attention-based spatial–temporal network for airport arrival flow prediction

Transportation Research Part E: Logistics and Transportation Review

Zhen Yan

Hongyu Yang

Yuankai Wu

Yi Lin

2023/2/1

Enhancing representation learning for periodic time series with floss: A frequency domain regularization approach

arXiv preprint arXiv:2308.01011

Chunwei Yang

Xiaoxu Chen

Lijun Sun

Hongyu Yang

Yuankai Wu

2023/8/2

Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach

arXiv preprint arXiv:2312.01699

Jinguo Cheng

Ke Li

Yuxuan Liang

Lijun Sun

Junchi Yan

...

2023/12/4

Spatiotemporal propagation learning for network-wide flight delay prediction

IEEE Transactions on Knowledge and Data Engineering

Yuankai Wu

Hongyu Yang

Yi Lin

Hong Liu

2023/6/21

Multi-Lane Differential Variable Speed Limit Control via Deep Neural Networks Optimized by an Adaptive Evolutionary Strategy

Sensors

Jianshuai Feng

Tianyu Shi

Yuankai Wu

Xiang Xie

Hongwen He

...

2023/5/11

Adapting Energy Management Strategies for Hybrid Electric Vehicles in Dynamic Driving Cycles Through Recurrent Policy

Qinghong Guo

Renzong Lian

Kuo Ma

Luyang Hou

Yuankai Wu

2023/10/1

Investigation on dynamic strength of 3D‐printed continuous ramie fiber reinforced biocomposites at various strain rates using machine learning methods

Polymer Composites

Ruijun Cai

Hao Lin

Ping Cheng

Zejun Zhang

Kui Wang

...

2022

Explainable and safe reinforcement learning for autonomous air mobility

arXiv preprint arXiv:2211.13474

Lei Wang

Hongyu Yang

Yi Lin

Suwan Yin

Yuankai Wu

2022/11/24

See List of Professors in Wu Yuankai (伍元凯) University(McGill University)

Co-Authors

H-index: 68
HE Hongwen 何洪文

HE Hongwen 何洪文

Beijing Institute of Technology

H-index: 61
Bin Ran

Bin Ran

University of Wisconsin-Madison

H-index: 36
Aurelie Labbe

Aurelie Labbe

HEC Montréal

H-index: 34
Lijun Sun (孙立君)

Lijun Sun (孙立君)

McGill University

H-index: 32
Huachun Tan

Huachun Tan

Beijing Institute of Technology

H-index: 28
Peter J. Jin

Peter J. Jin

Rutgers, The State University of New Jersey

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