Xiaodong Liu

7.2k total citations · 1 hit paper
288 papers, 3.9k citations indexed

About

Xiaodong Liu is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Information Systems. According to data from OpenAlex, Xiaodong Liu has authored 288 papers receiving a total of 3.9k indexed citations (citations by other indexed papers that have themselves been cited), including 140 papers in Artificial Intelligence, 62 papers in Computational Theory and Mathematics and 50 papers in Information Systems. Recurrent topics in Xiaodong Liu's work include Rough Sets and Fuzzy Logic (53 papers), Fuzzy Logic and Control Systems (41 papers) and Stability and Control of Uncertain Systems (27 papers). Xiaodong Liu is often cited by papers focused on Rough Sets and Fuzzy Logic (53 papers), Fuzzy Logic and Control Systems (41 papers) and Stability and Control of Uncertain Systems (27 papers). Xiaodong Liu collaborates with scholars based in China, Canada and Poland. Xiaodong Liu's co-authors include Witold Pedrycz, Lidong Wang, Wei Lu, Jianhua Yang, Yashuang Mu, Aamer Bilal Asghar, Lidong Wang, Weina Wang, Wanquan Liu and Jianfeng Gao and has published in prestigious journals such as SHILAP Revista de lepidopterología, Journal of Hazardous Materials and Scientific Reports.

In The Last Decade

Xiaodong Liu

259 papers receiving 3.8k citations

Hit Papers

1 papers align trajectories

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.

A Pearson’s correlation coefficient based decision tree and its parallel implementation

2017 246 citations Yashuang Mu, Xiaodong Liu et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Xiaodong Liu China	31	1.9k	879	767	552	509	288	3.9k
Pei‐Chann Chang Taiwan	49	2.0k 1.0×	1.6k 1.8×	408 0.5×	506 0.9×	367 0.7×	200	6.2k
Rudolf Kruse Germany	35	3.6k 1.9×	1.2k 1.3×	861 1.1×	898 1.6×	713 1.4×	224	6.0k
T. Warren Liao United States	41	1.6k 0.9×	593 0.7×	345 0.4×	372 0.7×	390 0.8×	142	6.4k
Wing W. Y. Ng China	39	2.7k 1.4×	566 0.6×	1.1k 1.5×	476 0.9×	1.4k 2.8×	411	6.2k
Fernando Gomide Brazil	34	4.2k 2.2×	1.3k 1.4×	902 1.2×	1.4k 2.5×	428 0.8×	220	6.6k
Wei‐Chang Yeh Taiwan	46	1.5k 0.8×	704 0.8×	602 0.8×	830 1.5×	355 0.7×	286	6.9k
JingTao Yao Canada	29	1.2k 0.7×	722 0.8×	1.4k 1.8×	471 0.9×	252 0.5×	133	4.7k
Thierry Denœux France	44	4.0k 2.1×	1.7k 2.0×	1.2k 1.6×	664 1.2×	1.2k 2.3×	180	6.6k
Ganapati Panda India	32	1.7k 0.9×	638 0.7×	306 0.4×	936 1.7×	598 1.2×	230	4.8k
Jean‐Yves Potvin Canada	45	2.2k 1.2×	759 0.9×	922 1.2×	740 1.3×	796 1.6×	117	10.2k

Countries citing papers authored by Xiaodong Liu

Since Specialization

Citations

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

Fields of papers citing papers by Xiaodong Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaodong Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaodong Liu. A scholar is included among the top collaborators of Xiaodong Liu 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 Xiaodong Liu. Xiaodong Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Zhang, Haiyang, Yaguang Nie, Sanping Zhao, et al.. (2025). Distribution characteristics and transport pathways of soil microplastics in coral reef islands with different developmental stages and human activities. Marine Pollution Bulletin. 215. 117848–117848. 3 indexed citations

Yang, Jing, Jingran Ge, Xiaodong Liu, et al.. (2025). Numerical study of mesoscopic ablation-erosion of C/C composites with inclined fibers. Chinese Journal of Aeronautics. 38(11). 103730–103730.

Zhang, Hongyuan, Na Zhao, Jing Wang, et al.. (2025). Green manure roots return drives saline-alkali soil organic carbon accumulation via microbial necromass formation. Soil and Tillage Research. 251. 106550–106550. 1 indexed citations

Liu, Xiaodong, Zongshuai Wang, Guiyang Shi, et al.. (2025). Effects of microplastics and salt single or combined stresses on growth and physiological responses of maize seedlings. Physiologia Plantarum. 177(1). e70106–e70106. 5 indexed citations

Zheng, Enhao, Xiaodong Liu, Chenfeng Xu, Zhihao Zhou, & Qining Wang. (2025). Representation of Human arm Dynamic Intents With an Electrical Impedance Tomography (EIT)-Driven Musculoskeletal Model for Human–Robot Interaction. IEEE Transactions on Robotics. 41. 3278–3296. 1 indexed citations

Liu, Xiaodong, Zongshuai Wang, Guiyang Shi, et al.. (2025). Combined transcriptome and metabolome analysis revealed the toxicity mechanism of individual or combined of microplastic and salt stress on maize. Ecotoxicology and Environmental Safety. 293. 118034–118034. 5 indexed citations

Liu, Xiaodong, et al.. (2024). Quantum image encryption algorithm based on four-dimensional chaos. Frontiers in Physics. 12. 22 indexed citations

Liu, Xiaodong, et al.. (2024). Deep learning and integrated approach to reconstruct meshes from tomograms of 3D braided composites. Composites Science and Technology. 255. 110737–110737. 4 indexed citations

Abbas, Zeshan, et al.. (2023). A Survey: Future Smart Cities Based on Advance Control of Unmanned Aerial Vehicles (UAVs). Applied Sciences. 13(17). 9881–9881. 29 indexed citations

10.

Liao, Limin, et al.. (2023). Microfluidic chip foreign body detection based on improved YOLOx. 52. 27–27.

11.

Mao, Yuning, Pengcheng He, Xiaodong Liu, et al.. (2021). Generation-Augmented Retrieval for Open-Domain Question Answering. 4089–4100. 98 indexed citations

12.

Shi, Guoyou, et al.. (2019). Ship Maneuvering Prediction Using Grey Box Framework via Adaptive RM-SVM with Minor Rudder. Polish Maritime Research. 26(3). 115–127. 13 indexed citations

13.

Chen, Huang, Jiyou Fei, & Xiaodong Liu. (2018). Texture feature method based on Gaussian local binary pattern. SHILAP Revista de lepidopterología. 1 indexed citations

14.

Mu, Yashuang, et al.. (2017). A parallel C4.5 decision tree algorithm based on MapReduce. Concurrency and Computation Practice and Experience. 29(8). 19 indexed citations

15.

Asghar, Aamer Bilal & Xiaodong Liu. (2017). Estimation of wind turbine power coefficient by adaptive neuro-fuzzy methodology. Neurocomputing. 238. 227–233. 33 indexed citations

16.

Liu, Xiaodong, et al.. (2014). Surface fuel loading and relevant influencing factors of main forest types in southern Daxing'anling.. Journal of Northwest A&F University. 42(6). 131–137. 1 indexed citations

17.

Zhang, Liyong, Liyong Zhang, Witold Pedrycz, et al.. (2014). An interval weighed fuzzy c-means clustering by genetically guided alternating optimization. Expert Systems with Applications. 41(13). 5960–5971. 27 indexed citations

18.

Jamshidi, Pooyan, et al.. (2014). Cloud Migration Patterns: A Multi-Cloud Service Architecture Perspective.. Arrow@dit (Dublin Institute of Technology). 2 indexed citations

19.

Liu, Xiaodong, Kevin Duh, & Yūji Matsumoto. (2013). Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus. 212–221. 15 indexed citations

20.

Liu, Xiaodong, et al.. (2007). An aspect-oriented component-based approach to seamless web service composition.. British Journal of Clinical Pharmacology. 13(Suppl 2). 435S–439S. 1 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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