Leilei Sun

Leilei Sun

Beihang University

H-index: 29

Asia-China

About Leilei Sun

Leilei Sun, With an exceptional h-index of 29 and a recent h-index of 28 (since 2020), a distinguished researcher at Beihang University, specializes in the field of Data Mining, Machine Learning, Graph Learning.

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

Hierarchical Context Representation and Self-adaptive Thresholding for Multivariate Anomaly Detection

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

Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling

Multi-Faceted Route Representation Learning for Travel Time Estimation

Temporal-aware structure-semantic-coupled graph network for traffic forecasting

Generic and dynamic graph representation learning for crowd flow modeling

Continuous-time user preference modelling for temporal sets prediction

PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery

Leilei Sun Information

University

Position

___

Citations(all)

2657

Citations(since 2020)

2434

Cited By

790

hIndex(all)

29

hIndex(since 2020)

28

i10Index(all)

47

i10Index(since 2020)

46

Email

University Profile Page

Beihang University

Google Scholar

View Google Scholar Profile

Leilei Sun Skills & Research Interests

Data Mining

Machine Learning

Graph Learning

Top articles of Leilei Sun

Title

Journal

Author(s)

Publication Date

Hierarchical Context Representation and Self-adaptive Thresholding for Multivariate Anomaly Detection

IEEE Transactions on Knowledge and Data Engineering

Chunming Lin

Bowen Du

Leilei Sun

Linchao Li

2024/1/31

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

Knowledge-Based Systems

Junchen Ye

Weimiao Li

Zhixin Zhang

Tongyu Zhu

Leilei Sun

...

2024/1/11

Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling

IEEE Transactions on Knowledge and Data Engineering

Yi Xu

Liangzhe Han

Leilei Sun

Bowen Du

Chuanren Liu

...

2024/4/1

Multi-Faceted Route Representation Learning for Travel Time Estimation

IEEE Transactions on Intelligent Transportation Systems

Tianxi Liao

Liangzhe Han

Yi Xu

Tongyu Zhu

Leilei Sun

...

2024/3/12

Temporal-aware structure-semantic-coupled graph network for traffic forecasting

Information Fusion

Mao Chen

Liangzhe Han

Yi Xu

Tongyu Zhu

Jibin Wang

...

2024/3/1

Generic and dynamic graph representation learning for crowd flow modeling

Proceedings of the AAAI Conference on Artificial Intelligence

Liangzhe Han

Ruixing Zhang

Leilei Sun

Bowen Du

Yanjie Fu

...

2023/6/26

Continuous-time user preference modelling for temporal sets prediction

IEEE Transactions on Knowledge and Data Engineering

Le Yu

Zihang Liu

Leilei Sun

Bowen Du

Chuanren Liu

...

2023/8/30

PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery

Qiming Zhang

Tianxi Liao

Tongyu Zhu

Leilei Sun

Weifeng Lv

2023/11/20

Deep multi-task learning with flexible and compact architecture search

International Journal of Data Science and Analytics

Jiejie Zhao

Weifeng Lv

Bowen Du

Junchen Ye

Leilei Sun

...

2023/3

Positive mood-related gut microbiota in a long-term closed environment: a multiomics study based on the “Lunar Palace 365” experiment

Microbiome

Zikai Hao

Chen Meng

Leyuan Li

Siyuan Feng

Yinzhen Zhu

...

2023/4/24

Predicting temporal sets with simplified fully connected networks

Proceedings of the AAAI Conference on Artificial Intelligence

Le Yu

Zihang Liu

Tongyu Zhu

Leilei Sun

Bowen Du

...

2023/6/26

Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model Based on Human Mobility for Ubiquitous Urban Sensing

arXiv preprint arXiv:2311.10471

Ruixing Zhang

Liangzhe Han

Leilei Sun

Yunqi Liu

Jibin Wang

...

2023/11/17

Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification

arXiv preprint arXiv:2308.05385

Tao Zou

Le Yu

Leilei Sun

Bowen Du

Deqing Wang

...

2023/8/10

Spatio-temporal autoencoder for traffic flow prediction

IEEE Transactions on Intelligent Transportation Systems

Mingzhe Liu

Tongyu Zhu

Junchen Ye

Qingxin Meng

Leilei Sun

...

2023/2/16

Pristi: A conditional diffusion framework for spatiotemporal imputation

Mingzhe Liu

Han Huang

Hao Feng

Leilei Sun

Bowen Du

...

2023/4/3

Human-instructed deep hierarchical generative learning for automated urban planning

Proceedings of the AAAI Conference on Artificial Intelligence

Dongjie Wang

Lingfei Wu

Denghui Zhang

Jingbo Zhou

Leilei Sun

...

2023/6/26

Sampling Spatial-Temporal Attention Network for Traffic Forecasting

Mao Chen

Yi Xu

Liangzhe Han

Leilei Sun

2023/8/9

Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction

IEEE Transactions on Intelligent Transportation Systems

Yi Xu

Liangzhe Han

Tongyu Zhu

Leilei Sun

Bowen Du

...

2023/11/7

Towards better dynamic graph learning: New architecture and unified library

Advances in Neural Information Processing Systems

Le Yu

Leilei Sun

Bowen Du

Weifeng Lv

2023/12/10

Hierarchical reinforced urban planning: Jointly steering region and block configurations

Pengfei Wang

Daniel Wang

Kunpeng Liu

Dongjie Wang

Yuanchun Zhou

...

2023

See List of Professors in Leilei Sun University(Beihang University)

Co-Authors

H-index: 88
Hui Xiong, Fellow of AAAS and IEEE

Hui Xiong, Fellow of AAAS and IEEE

Rutgers, The State University of New Jersey

H-index: 51
Fuzhen Zhuang (庄福振)

Fuzhen Zhuang (庄福振)

Beihang University

H-index: 37
Yanjie Fu

Yanjie Fu

University of Central Florida

H-index: 32
Bowen Du

Bowen Du

Beihang University

H-index: 29
Chonghui Guo

Chonghui Guo

Dalian University of Technology

H-index: 28
Zhen Zhang (张震)

Zhen Zhang (张震)

Dalian University of Technology

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