Chen Lv (吕辰)

Chen Lv (吕辰)

Nanyang Technological University

H-index: 54

Asia-Singapore

About Chen Lv (吕辰)

Chen Lv (吕辰), With an exceptional h-index of 54 and a recent h-index of 52 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Autonomous Driving, Human-Machine Systems, Human-in-the-Loop AI, Robotics, Vehicles.

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

Human-Guided Deep Reinforcement Learning for Optimal Decision Making of Autonomous Vehicles

Deep Koopman Operator-Informed Safety Command Governor for Autonomous Vehicles

Context-Aware Driver Attention Estimation Using Multi-Hierarchy Saliency Fusion With Gaze Tracking

Maximum curve-passing speed correction for online trajectory optimization of autonomous vehicles

Uniform Finite Time Safe Path Tracking Control for Obstacle Avoidance of Autonomous Vehicle via Barrier Function Approach

Autonomous Navigation for eVTOL: Review and Future Perspectives

Toward Trustworthy Decision-Making for Autonomous Vehicles: A Robust Reinforcement Learning Approach with Safety Guarantees

Versatile Scene-Consistent Traffic Scenario Generation as Optimization with Diffusion

Chen Lv (吕辰) Information

University

Position

Nanyang Assistant Professor

Citations(all)

9405

Citations(since 2020)

8498

Cited By

2886

hIndex(all)

54

hIndex(since 2020)

52

i10Index(all)

139

i10Index(since 2020)

136

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Chen Lv (吕辰) Skills & Research Interests

Autonomous Driving

Human-Machine Systems

Human-in-the-Loop AI

Robotics

Vehicles

Top articles of Chen Lv (吕辰)

Title

Journal

Author(s)

Publication Date

Human-Guided Deep Reinforcement Learning for Optimal Decision Making of Autonomous Vehicles

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Jingda Wu

Haohan Yang

Lie Yang

Yi Huang

Xiangkun He

...

2024/4/23

Deep Koopman Operator-Informed Safety Command Governor for Autonomous Vehicles

IEEE/ASME Transactions on Mechatronics

Hao Chen

Xiangkun He

Shuo Cheng

Chen Lv

2024/1/18

Context-Aware Driver Attention Estimation Using Multi-Hierarchy Saliency Fusion With Gaze Tracking

IEEE Transactions on Intelligent Transportation Systems

Zhongxu Hu

Yuxin Cai

Qinghua Li

Kui Su

Chen Lv

2024/2/19

Maximum curve-passing speed correction for online trajectory optimization of autonomous vehicles

Baichuan Lou

Bolin Zhao

Xiangkun He

Dongchun Ren

Chen Lv

2024/2

Uniform Finite Time Safe Path Tracking Control for Obstacle Avoidance of Autonomous Vehicle via Barrier Function Approach

IEEE Transactions on Intelligent Transportation Systems

Jinheng Han

Junzhi Zhang

Chengkun He

Chen Lv

Henglai Wei

...

2024/4/16

Autonomous Navigation for eVTOL: Review and Future Perspectives

Henglai Wei

Baichuan Lou

Zezhong Zhang

Bohang Liang

Fei-Yue Wang

...

2024/1/11

Toward Trustworthy Decision-Making for Autonomous Vehicles: A Robust Reinforcement Learning Approach with Safety Guarantees

Engineering

Xiangkun He

Wenhui Huang

Chen Lv

2023/11/27

Versatile Scene-Consistent Traffic Scenario Generation as Optimization with Diffusion

arXiv preprint arXiv:2404.02524

Zhiyu Huang

Zixu Zhang

Ameya Vaidya

Yuxiao Chen

Chen Lv

...

2024/4/3

Safe and Efficient Trajectory Planning Considering Longitudinal and Lateral Coupled Limits for Autonomous Vehicles

IEEE Transactions on Vehicular Technology

Zitong Shan

Jian Zhao

Bing Zhu

Chen Lv

Yang Zhao

...

2024/2/19

Motion State Estimation of Preceding Vehicles With Packet Loss and Unknown Model Parameters

IEEE/ASME Transactions on Mechatronics

Yan Wang

Hao Chen

Guodong Yin

Yanghui Mo

Niels de Boer

...

2024/1/10

Boosting Long-Delayed Reinforcement Learning with Auxiliary Short-Delayed Task

arXiv preprint arXiv:2402.03141

Qingyuan Wu

Simon Sinong Zhan

Yixuan Wang

Chung-Wei Lin

Chen Lv

...

2024/2/5

Driver Steering Behaviour Modelling Based on Neuromuscular Dynamics and Multi-Task Time-Series Transformer

Automotive Innovation

Yang Xing

Zhongxu Hu

Xiaoyu Mo

Peng Hang

Shujing Li

...

2024/2

Incorporating ESO into Deep Koopman Operator Modeling for Control of Autonomous Vehicles

IEEE Transactions on Control Systems Technology

Hao Chen

Chen Lv

2024/3/26

Lane changing maneuver prediction by using driver’s spatio-temporal gaze attention inputs for naturalistic driving

Advanced Engineering Informatics

Jingyuan Li

Titong Jiang

He Liu

Yingbo Sun

Chen Lv

...

2024/8/1

Learning Online Belief Prediction for Efficient POMDP Planning in Autonomous Driving

arXiv preprint arXiv:2401.15315

Zhiyu Huang

Chen Tang

Chen Lv

Masayoshi Tomizuka

Wei Zhan

2024/1/27

Video-Based Driver Drowsiness Detection With Optimised Utilization of Key Facial Features

IEEE Transactions on Intelligent Transportation Systems

Lie Yang

Haohan Yang

Henglai Wei

Zhongxu Hu

Chen Lv

2024/1/5

Hybrid-Prediction Integrated Planning for Autonomous Driving

arXiv preprint arXiv:2402.02426

Haochen Liu

Zhiyu Huang

Wenhui Huang

Haohan Yang

Xiaoyu Mo

...

2024/2/4

Augmenting reinforcement learning with transformer-based scene representation learning for decision-making of autonomous driving

IEEE Transactions on Intelligent Vehicles

Haochen Liu

Zhiyu Huang

Xiaoyu Mo

Chen Lv

2024/3/5

FSOC: Flexible Subgrouping and Ordering of Multi-Robot Coordination for Convoying Multiple Scattered Targets

IEEE Transactions on Control of Network Systems

Bin-Bin Hu

Weijia Yao

Henglai Wei

Chen Lv

2024/4/25

Transformer-Based Traffic-Aware Predictive Energy Management of a Fuel Cell Electric Vehicle

IEEE Transactions on Vehicular Technology

Jingda Wu

Zhiyu Huang

Chen Lv

2024/1/19

See List of Professors in Chen Lv (吕辰) University(Nanyang Technological University)

Co-Authors

H-index: 128
Alberto Sangiovanni Vincentelli

Alberto Sangiovanni Vincentelli

University of California, Berkeley

H-index: 78
Dongpu Cao

Dongpu Cao

University of Waterloo

H-index: 68
Amir Khajepour

Amir Khajepour

University of Waterloo

H-index: 61
Li Li

Li Li

Tsinghua University

H-index: 37
Yang Xing 邢阳

Yang Xing 邢阳

University of Oxford

H-index: 35
Efstathios Velenis

Efstathios Velenis

Cranfield University

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