Lijun Sun (孙立君)

Lijun Sun (孙立君)

McGill University

H-index: 34

North America-Canada

About Lijun Sun (孙立君)

Lijun Sun (孙立君), With an exceptional h-index of 34 and a recent h-index of 31 (since 2020), a distinguished researcher at McGill University, specializes in the field of Spatiotemporal Modeling, Tensor Decomposition, Bayesian Statistics, Traffic Simulation, ITS.

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

Scalable Spatiotemporally Varying Coefficient Modeling with Bayesian Kernelized Tensor Regression

Urban rail transit disruption management: Research progress and future directions

Shareable Driving Style Learning and Analysis with a Hierarchical Latent Model

Multivariate Probabilistic Time Series Forecasting with Correlated Errors

Calibrating Car-Following Models via Bayesian Dynamic Regression

Conditional forecasting of bus travel time and passenger occupancy with Bayesian Markov regime-switching vector autoregression

Fairness-and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning

Adversarial Danger Identification on Temporally Dynamic Graphs

Lijun Sun (孙立君) Information

University

Position

Assistant Professor

Citations(all)

4508

Citations(since 2020)

3714

Cited By

1854

hIndex(all)

34

hIndex(since 2020)

31

i10Index(all)

65

i10Index(since 2020)

61

Email

University Profile Page

McGill University

Google Scholar

View Google Scholar Profile

Lijun Sun (孙立君) Skills & Research Interests

Spatiotemporal Modeling

Tensor Decomposition

Bayesian Statistics

Traffic Simulation

ITS

Top articles of Lijun Sun (孙立君)

Title

Journal

Author(s)

Publication Date

Scalable Spatiotemporally Varying Coefficient Modeling with Bayesian Kernelized Tensor Regression

arXiv preprint arXiv:2109.00046

Mengying Lei

Aurelie Labbe

Lijun Sun

2021/8/31

Urban rail transit disruption management: Research progress and future directions

Lebing Wang

Jian Gang Jin

Lijun Sun

Der-Horng Lee

2024/2/8

Shareable Driving Style Learning and Analysis with a Hierarchical Latent Model

IEEE Transactions on Intelligent Transportation Systems

Chaopeng Zhang

Wenshuo Wang

Zhaokun Chen

Jian Zhang

Lijun Sun

...

2024/3/25

Multivariate Probabilistic Time Series Forecasting with Correlated Errors

arXiv preprint arXiv:2402.01000

Vincent Zhihao Zheng

Lijun Sun

2024/2/1

Calibrating Car-Following Models via Bayesian Dynamic Regression

arXiv preprint arXiv:2307.03340

Chengyuan Zhang

Wenshuo Wang

Lijun Sun

2023/7/7

Conditional forecasting of bus travel time and passenger occupancy with Bayesian Markov regime-switching vector autoregression

arXiv preprint arXiv:2401.17387

Xiaoxu Chen

Zhanhong Cheng

Alexandra M Schmidt

Lijun Sun

2024/1/30

Fairness-and Uncertainty-Aware Data Generation for Data-Driven Design Based on Active Learning

Journal of Computing and Information Science in Engineering

Jiarui Xie

Chonghui Zhang

Lijun Sun

Yaoyao Fiona Zhao

2024/5

Adversarial Danger Identification on Temporally Dynamic Graphs

IEEE Transactions on Neural Networks and Learning Systems

Fuqiang Liu

Jingbo Tian

Luis Miranda-Moreno

Lijun Sun

2023/3/13

Bayesian calibration of the intelligent driver model

IEEE Transactions on Intelligent Transportation Systems

Chengyuan Zhang

Lijun Sun

2024/1/26

Bayesian Inference of Time-Varying Origin-Destination Matrices from Boarding/Alighting Counts for Transit Services

arXiv preprint arXiv:2403.04742

Xiaoxu Chen

Zhanhong Cheng

Lijun Sun

2024/3/7

Learning Car-Following Behaviors Using Bayesian Matrix Normal Mixture Regression

arXiv preprint arXiv:2404.16023

Chengyuan Zhang

Kehua Chen

Meixin Zhu

Hai Yang

Lijun Sun

2024/4/24

Modelling changes in travel behaviour mechanisms through a high-order hidden Markov model

Transportmetrica A: transport science

Zheng Zhu

Shanjiang Zhu

Lijun Sun

Atabak Mardan

2024/1/2

Understanding the daily operations of electric taxis from macro-patterns to micro-behaviors

Transportation Research Part D: Transport and Environment

Haiming Cai

Jiawei Wang

Binliang Li

Jian Wang

Lijun Sun

2024/3

Better batch for deep probabilistic time series forecasting

Zhihao Zheng

Seongjin Choi

Lijun Sun

2024/4/18

Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory Clustering

arXiv preprint arXiv:2306.13794

Ziyue Li

Hao Yan

Chen Zhang

Andi Wang

Wolfgang Ketter

...

2023/6/23

Enhancing Deep Traffic Forecasting Models with Dynamic Regression

arXiv preprint arXiv:2301.06650

Vincent Zhihao Zheng

Seongjin Choi

Lijun Sun

2023/1/17

Interactive Car-Following: Matters but NOT Always

Chengyuan Zhang

Rui Chen

Jiacheng Zhu

Wenshuo Wang

Changliu Liu

...

2023/9/24

Probabilistic forecasting of bus travel time with a Bayesian Gaussian mixture model

Transportation Science

Xiaoxu Chen

Zhanhong Cheng

Jian Gang Jin

Martin Trépanier

Lijun Sun

2023/11

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

Nexus sine qua non: Essentially Connected Networks for Traffic Forecasting

Tong Nie

Guoyang Qin

Lijun Sun

Yunpeng Wang

Jian Sun

2023

See List of Professors in Lijun Sun (孙立君) University(McGill University)

Co-Authors

H-index: 54
Luis Miranda-Moreno

Luis Miranda-Moreno

McGill University

H-index: 50
Der-Horng Lee

Der-Horng Lee

National University of Singapore

H-index: 41
Nicolas Saunier

Nicolas Saunier

École Polytechnique de Montréal

H-index: 39
Martin Trépanier

Martin Trépanier

École Polytechnique de Montréal

H-index: 36
Aurelie Labbe

Aurelie Labbe

HEC Montréal

H-index: 28
Wenshuo Wang

Wenshuo Wang

University of California, Berkeley

academic-engine