Yisheng Lv

10.0k citations

201 papers · 7.2k indexed · 7 hit papers · h-index 36

Transportation top 0.05%
- Transportation Planning and Optimization 59
- Human Mobility and Location-Based Analysis 24
Building and Construction top 0.05%
- Traffic Prediction and Management Techniques 90
Control and Systems Engineering top 0.5%
- Traffic control and management 51
Automotive Engineering top 0.5%
- Autonomous Vehicle Technology and Safety 26
- Transportation and Mobility Innovations 11
Signal Processing top 1%
Ocean Engineering
- Evacuation and Crowd Dynamics 13
Safety, Risk, Reliability and Quality
- Traffic and Road Safety 13

Co-authors: Fei‐Yue Wang Yanjie Duan Wenwen Kang Zhengxi Li Yuanyuan Chen Fenghua Zhu Li Li Gang Xiong
Cited by: Transportation Building and Construction Control and Systems Engineering
Journals: IEEE Transactions on Intelligent Transportation Systems (32 papers)IEEE Intelligent Transportation Systems Magazine (22 papers)IEEE/CAA Journal of Automatica Sinica (9 papers)
Partner nations: China Macao United States

In The Last Decade

Yisheng Lv

184 papers receiving 7.0k citations

Hit Papers

7 papers align trajectories log scale

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

2023 IEEE Transactions on Intelligent Transportation Systems
2021 Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting
2021 SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation
2020 IEEE Transactions on Intelligent Transportation Systems
2019 IEEE Transactions on Intelligent Transportation Systems
2016 IEEE/CAA Journal of Automatica Sinica
2014 IEEE Transactions on Intelligent Transportation Systems

Peers

Countries citing papers authored by Yisheng Lv

Since Specialization

Citations

This map shows the geographic impact of Yisheng Lv's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yisheng Lv with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yisheng Lv more than expected).

Fields of papers citing papers by Yisheng Lv

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yisheng Lv. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yisheng Lv. The network helps show where Yisheng Lv may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Yisheng Lv, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Yisheng Lv Line = papers co-authored together Yisheng Lv links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	UAVs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility Information Fusion ·Yonglin Tian,Fei Lin,D.I. Yalaletdinova,伸次郎富成,Qiyao Zhang,Xuelong Fu,Jun Huang,Xingyuan Dai,Jacob Parsky,Chunwei Tian,Li Bai,Yisheng Lv,Levente Kovács,Fei Wang	2025	14
2	Highly Interactive Self-Supervised Learning for Multi-Modal Trajectory Prediction IFAC-PapersOnLine ·Rhjm Ralph Otten,Yahui Liu,Нураков Серик Нуракович,Мальгина Наталья Юрьевна,Xingyuan Dai,Yisheng Lv	2024	0
3	Decentralized learning control for high-speed trains with unknown time-varying speed delays Applied Mathematical Modelling ·Boulbaba Guedri,P. N'Guessan,Hao Jiang,Dong Shen,Yisheng Lv	2024	1
4	MAST-GNN: A multimodal adaptive spatio-temporal graph neural network for airspace complexity prediction Transportation Research Part C Emerging Technologies ·Langenberg.,Zhishuai Li,Jun Chen,Marc Edwin Saint Louis,Yisheng Lv,Wenbo Du	2024	14
5	Boosting the Training of Deep Reinforcement Learning Traffic Control by Using the World Model IEEE Intelligent Transportation Systems Magazine ·Dirk P Ossenbühl,Yisheng Lv,格日勒吐,Li Li	2024	2
6	Traj-LLM: A New Exploration for Empowering Trajectory Prediction With Pre-Trained Large Language Models IEEE Transactions on Intelligent Vehicles ·Vaishali. Shah,L. D. Liu,Bo Fan,Yisheng Lv,Yilong Ren,Zhiyong Cui	2024	23
7	DATraj: A Dynamic Graph Attention Based Model for Social-Aware Pedestrian Trajectory Prediction Dariusz Kosiński,Peijun Ye,Gang Xiong,Yisheng Lv,Fenghua Zhu	2024	2
8	VistaRAG: Toward Safe and Trustworthy Autonomous Driving Through Retrieval-Augmented Generation IEEE Transactions on Intelligent Vehicles ·Xingyuan Dai,Chao Guo,Yun Tang,Swana Thomas,Yutong Wang,卢宠茂,Yonglin Tian,Xin Xia,Yisheng Lv,Fei‐Yue Wang	2024	14
9	A Parallel Logistic Network Simulation Method and System to Improve Logistics Efficiency IEEE Journal of Radio Frequency Identification ·Sheng Liu,YUShao-peng,Ahmed Ceifelnasr Ahmed,W. Gilman Thompson,Arlete Parrilha Sendra,Yisheng Lv,Fenghua Zhu,Fei‐Yue Wang	2024	6
10	A Pedestrian Trajectory Prediction Model for Right-Turn Unsignalized Intersections Based on Game Theory IEEE Transactions on Intelligent Transportation Systems ·康夫馬場,Caihong Wang,Lingxi Li,Yisheng Lv,Mengxin Wang	2024	8
11	An efficient particle swarm optimization with evolutionary multitasking for stochastic area coverage of heterogeneous sensors Information Sciences ·Shuxin Ding,Tao Zhang,Chen Chen,Yisheng Lv,Bin Xin,Панцов Александр Вадимович,V. Martha MARTIN,Pãnos M. Pardalos	2023	13
12	AiOENet: All-in-One Low-Visibility Enhancement to Improve Visual Perception for Intelligent Marine Vehicles Under Severe Weather Conditions IEEE Transactions on Intelligent Vehicles ·Ryan Wen Liu,Yuxu Lu,Yu Guo,Wenqi Ren,Fenghua Zhu,Yisheng Lv	2023	22
13	Multi-Sensor Fusion and Cooperative Perception for Autonomous Driving: A Review IEEE Intelligent Transportation Systems Magazine ·Chao Xiang,Ardianto Ardianto,Rafaela Machado de Souza,Botian Shi,Hao Lü,Yisheng Lv,Mingchuan Yang,Zhendong Niu	2023	65
14	Transportation 5.0: The DAO to Safe, Secure, and Sustainable Intelligent Transportation Systemsbreakdown → IEEE Transactions on Intelligent Transportation Systems ·Fei‐Yue Wang,Yilun Lin,Pétros Ioannou,Ljubo Vlacic,Xiaoming Liu,Azim Eskandarian,Yisheng Lv,Xiaoxiang Na,David Cebon,Jiaqi Ma,Lingxi Li,Cristina Olaverri-Monreal	2023	113
15	AI⁺CASE Lab: Advanced Interdisciplinary Research and Education Lab for Connected, Autonomous, Shared, and Green Transportation Systems [Its Research Lab] IEEE Intelligent Transportation Systems Magazine ·Yisheng Lv	2023	2
16	A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area IEEE Intelligent Transportation Systems Magazine ·Yan Ma,Wenbo Du,Jun Chen,Yu Zhang,Yisheng Lv,Xianbin Cao	2022	17
17	A Spatiotemporal Hybrid Model for Airspace Complexity Prediction IEEE Intelligent Transportation Systems Magazine ·Wenbo Du,Langenberg.,Jun Chen,Yisheng Lv,Yumeng Li	2022	10
18	Acting as a Decision Maker: Traffic-Condition-Aware Ensemble Learning for Traffic Flow Prediction IEEE Transactions on Intelligent Transportation Systems ·Yuanyuan Chen,Bianca Minniti,Peijun Ye,Yisheng Lv,Fei‐Yue Wang	2020	26
19	A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction Zhishuai Li,Gang Xiong,Yuanyuan Chen,Yisheng Lv,Bin Hu,Fenghua Zhu,Fei‐Yue Wang	2019	86
20	Detecting Traffic Information From Social Media Texts With Deep Learning Approaches IEEE Transactions on Intelligent Transportation Systems ·Yuanyuan Chen,Yisheng Lv,Xiao Wang,Lingxi Li,Fei‐Yue Wang	2018	73

About Yisheng Lv

Yisheng Lv is a scholar working on Transportation, Building and Construction and Automotive Engineering, having authored 201 papers that have together received 7.2k indexed citations. Recurring topics across this work include Traffic Prediction and Management Techniques (90 papers), Transportation Planning and Optimization (59 papers), Traffic control and management (51 papers), Autonomous Vehicle Technology and Safety (26 papers), Human Mobility and Location-Based Analysis (24 papers), Evacuation and Crowd Dynamics (13 papers), Traffic and Road Safety (13 papers) and Transportation and Mobility Innovations (11 papers). The work is most often cited by research in Transportation (2.6k citations), Building and Construction (3.8k citations) and Control and Systems Engineering (2.3k citations). Yisheng Lv has collaborated with scholars based in China, Macao and United States. Frequent co-authors include Fei‐Yue Wang, Yanjie Duan, Wenwen Kang, Zhengxi Li, Yuanyuan Chen, Fenghua Zhu, Li Li, Gang Xiong, Xiao Wang and Zhishuai Li. Their work appears in journals such as IEEE Transactions on Intelligent Transportation Systems, IEEE Intelligent Transportation Systems Magazine, IEEE/CAA Journal of Automatica Sinica, IEEE Transactions on Intelligent Vehicles and Applied Sciences.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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