Meng Xi

1.1k total citations
79 papers, 668 citations indexed

About

Meng Xi is a scholar working on Computer Vision and Pattern Recognition, Ocean Engineering and Artificial Intelligence. According to data from OpenAlex, Meng Xi has authored 79 papers receiving a total of 668 indexed citations (citations by other indexed papers that have themselves been cited), including 27 papers in Computer Vision and Pattern Recognition, 16 papers in Ocean Engineering and 11 papers in Artificial Intelligence. Recurrent topics in Meng Xi's work include Underwater Vehicles and Communication Systems (13 papers), Robotic Path Planning Algorithms (13 papers) and Maritime Navigation and Safety (9 papers). Meng Xi is often cited by papers focused on Underwater Vehicles and Communication Systems (13 papers), Robotic Path Planning Algorithms (13 papers) and Maritime Navigation and Safety (9 papers). Meng Xi collaborates with scholars based in China, United States and Singapore. Meng Xi's co-authors include Jiachen Yang, Jiabao Wen, Yang Li, Houbing Song, Jingyi He, Shuai Xiao, Liang Chen, Hankai Liu, Jun Zhang and Qinggang Meng and has published in prestigious journals such as Environmental Science & Technology, Scientific Reports and Environmental Pollution.

In The Last Decade

Meng Xi

59 papers receiving 652 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Meng Xi China 15 279 158 120 112 89 79 668
Liqun Shan China 13 83 0.3× 218 1.4× 29 0.2× 89 0.8× 57 0.6× 39 590
Zhi Zhang China 14 133 0.5× 63 0.4× 142 1.2× 34 0.3× 29 0.3× 48 543
Amit Shukla India 12 172 0.6× 212 1.3× 174 1.4× 39 0.3× 100 1.1× 28 776
Lei Xie China 16 128 0.5× 153 1.0× 280 2.3× 61 0.5× 71 0.8× 62 717
Eric Steimle United States 10 175 0.6× 269 1.7× 184 1.5× 37 0.3× 71 0.8× 18 599
Qing Guo China 11 195 0.7× 49 0.3× 68 0.6× 66 0.6× 65 0.7× 34 528
Wei Ye China 10 144 0.5× 156 1.0× 124 1.0× 55 0.5× 96 1.1× 36 515
Thomas Rauschenbach Germany 10 135 0.5× 273 1.7× 132 1.1× 73 0.7× 45 0.5× 28 607
Shifeng Ding China 14 58 0.2× 91 0.6× 111 0.9× 48 0.4× 12 0.1× 45 508

Countries citing papers authored by Meng Xi

Since Specialization
Citations

This map shows the geographic impact of Meng Xi'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 Meng Xi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Meng Xi more than expected).

Fields of papers citing papers by Meng Xi

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Meng Xi. 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 Meng Xi. The network helps show where Meng Xi may publish in the future.

Co-authorship network of co-authors of Meng Xi

This figure shows the co-authorship network connecting the top 25 collaborators of Meng Xi. A scholar is included among the top collaborators of Meng Xi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Meng Xi. Meng Xi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
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Li, Zhen, Jingyi He, Meng Xi, et al.. (2025). AUV Path Planning in Complex Ocean Environment via Deep Reinforcement Learning Assisted by Edge Computing. IEEE Transactions on Consumer Electronics. 71(4). 12106–12115.
4.
Wen, Jiabao, Zhen Li, Meng Xi, & Jingyi He. (2025). An LLM-Assisted AUV 3-D Path Planning Scheme Under Ocean Current Interference via Reinforcement Learning. IEEE Internet of Things Journal. 12(19). 39185–39196. 1 indexed citations
5.
Xi, Meng, et al.. (2024). Path planning of autonomous underwater vehicle for data collection of the internet of everything. Digital Communications and Networks. 2 indexed citations
6.
Zhang, Nan, Chao Liu, Wenhao Wang, et al.. (2024). A review of EEG signals in the acoustic environment: Brain rhythm, emotion, performance, and restorative intervention. Applied Acoustics. 230. 110418–110418. 4 indexed citations
7.
Yao, Wanxiang, et al.. (2024). A new modified method of all-sky radiance distribution based on the principle of photothermal integration. Applied Energy. 367. 123480–123480. 6 indexed citations
8.
Xi, Meng, et al.. (2024). Image Classification of Rice Diseases Based on Metric Learning. 225. 1–5. 1 indexed citations
9.
Wen, Jiabao, et al.. (2024). Unmanned Aerial Vehicle Path Planning Based on Improved DDQN Algorithm. 1–6. 3 indexed citations
10.
Zhang, Liwen, et al.. (2024). From land to ocean: bathymetric terrain reconstruction via conditional generative adversarial network. Earth Science Informatics. 17(5). 4361–4375. 1 indexed citations
11.
Xi, Meng, et al.. (2024). Z-Score Experience Replay in Off-Policy Deep Reinforcement Learning. Sensors. 24(23). 7746–7746. 2 indexed citations
12.
Xiao, Shuai, et al.. (2024). Efficient Remote Sensing in Agriculture via Active Learning and Opt-HRDNet. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17. 5876–5883.
13.
Zhang, Xiaoran, et al.. (2024). Enhancing ORB-SLAM3 Pose Estimation in Dynamic Scenes with YOLOv5 Object Detection. 8–15. 1 indexed citations
14.
He, Jingyi, Meng Xi, Jiabao Wen, Shuai Xiao, & Jiachen Yang. (2024). MARL-Based AUV Formation for Underwater Intelligent Autonomous Transport Systems Supported by 6G Network. IEEE Transactions on Intelligent Transportation Systems. 26(10). 17339–17348. 7 indexed citations
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Wen, Jiabao, et al.. (2023). Federated Offline Reinforcement Learning With Multimodal Data. IEEE Transactions on Consumer Electronics. 70(1). 4266–4276. 17 indexed citations
17.
He, Jingyi, Jiabao Wen, Linfang Yan, et al.. (2023). An On-Board Control Scheme for Consumer-Level Autonomous Underwater Vehicle in the Intelligent Cyber–Physical Transportation Systems. IEEE Transactions on Consumer Electronics. 70(1). 4556–4563. 7 indexed citations
18.
Ding, Wenfeng, Xiekang Wang, Guanhua Zhang, Meng Xi, & Zhiwei Ye. (2022). Impacts of Grass Coverage and Arrangement Patterns on Runoff and Sediment Yield in Slope-Gully System of the Loess Plateau, China. Water. 15(1). 133–133. 7 indexed citations
19.
Yang, Jiachen, et al.. (2021). A Deep Reinforcement Learning Algorithm Suitable for Autonomous Vehicles: Double Bootstrapped Soft-Actor–Critic-Discrete. IEEE Transactions on Cognitive and Developmental Systems. 15(4). 2041–2052. 30 indexed citations
20.
Bai, Lin, et al.. (2021). A Lightweight and Multiscale Network for Remote Sensing Image Scene Classification. IEEE Geoscience and Remote Sensing Letters. 19. 1–5. 24 indexed citations

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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