Xiaohui Liu

29.3k total citations · 19 hit papers
341 papers, 22.2k citations indexed

About

Xiaohui Liu is a scholar working on Artificial Intelligence, Control and Systems Engineering and Computer Networks and Communications. According to data from OpenAlex, Xiaohui Liu has authored 341 papers receiving a total of 22.2k indexed citations (citations by other indexed papers that have themselves been cited), including 117 papers in Artificial Intelligence, 87 papers in Control and Systems Engineering and 77 papers in Computer Networks and Communications. Recurrent topics in Xiaohui Liu's work include Neural Networks Stability and Synchronization (59 papers), Stability and Control of Uncertain Systems (56 papers) and Control Systems and Identification (24 papers). Xiaohui Liu is often cited by papers focused on Neural Networks Stability and Synchronization (59 papers), Stability and Control of Uncertain Systems (56 papers) and Control Systems and Identification (24 papers). Xiaohui Liu collaborates with scholars based in United Kingdom, China and Saudi Arabia. Xiaohui Liu's co-authors include Zidong Wang, Yurong Liu, Nianyin Zeng, Miqing Li, Weibo Liu, Shengxiang Yang, Fuad E. Alsaadi, Jinling Liang, Kate Hone and Daniel W. C. Ho and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Automatic Control and Automatica.

In The Last Decade

Xiaohui Liu

325 papers receiving 21.6k citations

Hit Papers

A survey of deep neural n... 2005 2026 2012 2019 2016 2013 2005 2013 2007 500 1000 1.5k 2.0k
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.

  1. A survey of deep neural network architectures and their applications
    2016 2.3k citations Weibo Liu, Zidong Wang et al. Neurocomputing profile →
  2. A Grid-Based Evolutionary Algorithm for Many-Objective Optimization
    2013 726 citations Xiaohui Liu et al. profile →
  3. Global exponential stability of generalized recurrent neural networks with discrete and distributed delays
    2005 598 citations Yurong Liu, Zidong Wang et al. profile →
  4. Shift-Based Density Estimation for Pareto-Based Algorithms in Many-Objective Optimization
    2013 566 citations Xiaohui Liu et al. profile →
  5. Robust $H_{\infty}$ Control for Networked Systems With Random Packet Losses
    2007 432 citations Zidong Wang, Xiaohui Liu et al. profile →
  6. Synchronization and State Estimation for Discrete-Time Complex Networks With Distributed Delays
    2008 429 citations Yurong Liu, Zidong Wang et al. profile →
  7. Robust H/sub /spl infin// filtering for stochastic time-delay systems with missing measurements
    2006 413 citations Zidong Wang, Xiaohui Liu et al. profile →
  8. The Role of Text Pre-processing in Sentiment Analysis
    2013 403 citations Xiaohui Liu et al. profile →
  9. A Small-Sized Object Detection Oriented Multi-Scale Feature Fusion Approach With Application to Defect Detection
    2022 373 citations Zidong Wang, Weibo Liu et al. profile →
  10. State estimation under false data injection attacks: Security analysis and system protection
    2017 333 citations Zidong Wang, Xiaohui Liu et al. profile →
  11. Robust H∞ control for a class of nonlinear discrete time-delay stochastic systems with missing measurements
    2009 332 citations Zidong Wang, Yurong Liu et al. profile →
  12. A review on transfer learning in EEG signal analysis
    2020 329 citations Xiaohui Liu et al. Neurocomputing profile →
  13. Examining the moderating effect of individual-level cultural values on users’ acceptance of E-learning in developing countries: a structural equation modeling of an extended technology acceptance model
    2016 319 citations Ali Tarhini, Kate Hone et al. profile →
  14. H∞ filtering for uncertain stochastic time-delay systems with sector-bounded nonlinearities
    2008 318 citations Zidong Wang, Yurong Liu et al. profile →
  15. Evolutionary Multi-Objective Workflow Scheduling in Cloud
    2015 311 citations Xiaohui Liu et al. profile →
  16. Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors
    2016 281 citations Xiaohui Liu et al. profile →
  17. Sampled-Data Synchronization Control of Dynamical Networks With Stochastic Sampling
    2012 268 citations Zidong Wang, Xiaohui Liu et al. profile →
  18. A Novel Sigmoid-Function-Based Adaptive Weighted Particle Swarm Optimizer
    2019 263 citations Weibo Liu, Zidong Wang et al. profile →
  19. An optimized CNN-BiLSTM network for bearing fault diagnosis under multiple working conditions with limited training samples
    2024 93 citations Jingzhong Fang, Weibo Liu et al. Neurocomputing profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Xiaohui Liu 8.7k 7.7k 6.6k 2.7k 2.6k 341 22.2k
Ajith Abraham 5.5k 0.6× 11.3k 1.5× 3.1k 0.5× 3.4k 1.3× 2.9k 1.1× 947 25.7k
Ioannis Antonoglou 4.6k 0.5× 15.6k 2.0× 5.1k 0.8× 2.5k 0.9× 6.2k 2.4× 6 32.8k
Fei‐Yue Wang 4.5k 0.5× 7.6k 1.0× 9.3k 1.4× 3.2k 1.2× 4.8k 1.8× 1.2k 37.9k
C. L. Philip Chen 11.5k 1.3× 12.5k 1.6× 22.6k 3.4× 8.8k 3.3× 5.1k 2.0× 1.1k 48.6k
David Silver 6.9k 0.8× 22.8k 3.0× 7.8k 1.2× 4.1k 1.5× 8.8k 3.4× 99 48.4k
Koray Kavukcuoglu 4.3k 0.5× 15.6k 2.0× 4.7k 0.7× 2.5k 0.9× 5.9k 2.3× 35 35.5k
Timothy Lillicrap 2.4k 0.3× 12.4k 1.6× 3.8k 0.6× 1.9k 0.7× 4.7k 1.8× 60 25.0k
Marco Dorigo 12.9k 1.5× 22.8k 3.0× 5.4k 0.8× 8.4k 3.2× 5.7k 2.2× 354 53.2k
MengChu Zhou 9.6k 1.1× 11.3k 1.5× 5.6k 0.8× 13.9k 5.2× 6.0k 2.3× 1.3k 51.0k
Yang Tang 7.9k 0.9× 2.5k 0.3× 4.7k 0.7× 1000 0.4× 1.6k 0.6× 373 14.2k

Countries citing papers authored by Xiaohui Liu

Since Specialization
Citations

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

Fields of papers citing papers by Xiaohui Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Xiaohui Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaohui Liu. A scholar is included among the top collaborators of Xiaohui 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 Xiaohui Liu. Xiaohui Liu 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
1.
Liu, Xiaohui, et al.. (2025). A method for predicting long-term degradation of fuel cells: Wavelet-linear enhanced neural network. International Journal of Hydrogen Energy. 102. 594–608. 1 indexed citations
2.
Liu, Xiaohui, Chen Chen, & Xiao Liu. (2025). Adaptive EOG Artifact Removal Algorithm Using a Spectrum Magnitude Template Matching for Single-Channel EEG. IEEE Sensors Journal. 25(15). 28677–28686.
3.
4.
Miron, Alina, et al.. (2024). Transforming Digital Marketing with Generative AI. Computers. 13(7). 168–168. 12 indexed citations
5.
Liu, Xiaohui, et al.. (2024). Sliced Average Variance Estimation for Tensor Data. Acta Mathematicae Applicatae Sinica English Series. 40(3). 630–655.
6.
Fu, Saiji, Yingjie Tian, Jingjing Tang, & Xiaohui Liu. (2023). Cost-sensitive learning with modified Stein loss function. Neurocomputing. 525. 57–75. 21 indexed citations
7.
Fang, Jingzhong, Zidong Wang, Weibo Liu, L. Leon Chen, & Xiaohui Liu. (2023). A new particle-swarm-optimization-assisted deep transfer learning framework with applications to outlier detection in additive manufacturing. Engineering Applications of Artificial Intelligence. 131. 107700–107700. 9 indexed citations
8.
Lu, Xiaochen, et al.. (2022). Hyperspectral image super-resolution based on attention ConvBiLSTM network. International Journal of Remote Sensing. 43(13). 5059–5074. 2 indexed citations
9.
Zou, Lei, Zidong Wang, Jun Hu, Yurong Liu, & Xiaohui Liu. (2021). Communication-protocol-based analysis and synthesis of networked systems: progress, prospects and challenges. International Journal of Systems Science. 52(14). 3013–3034. 155 indexed citations
10.
Gao, Yang, Xi Xiao, Xiaohui Liu, & Xiaojun Wang. (2021). Integrated Energy System Planning Method for Industrial Parks Considering the Price Elasticity of Biomass Supply. Electric Power Construction. 42(4). 49. 3 indexed citations
11.
Rahman, Izaz Ur, Zidong Wang, Weibo Liu, et al.. (2020). An N-State Markovian Jumping Particle Swarm Optimization Algorithm. IEEE Transactions on Systems Man and Cybernetics Systems. 51(11). 6626–6638. 34 indexed citations
12.
Liu, Xiaohui, et al.. (2019). A Multistep Method for Automatic Determination and Optimization of Microseismic P‐Phase Arrival Times in a Coal Mine. Advances in Civil Engineering. 2019(1). 4 indexed citations
13.
Liu, Xiaohui, et al.. (2015). Combining Resummed Higgs Predictions Across Jet Bins. APS. 2015. 1 indexed citations
14.
Liu, Xiaohui, et al.. (2013). A Multiuser Detector Based on Artificial Bee Colony Algorithm for DS‐UWB Systems. The Scientific World JOURNAL. 2013(1). 547656–547656. 9 indexed citations
15.
Liu, Yurong, Hamid Reza Karimi, & Xiaohui Liu. (2013). Distributed Consensus for Discrete-Time Directed Networks of Multiagents with Time-Delays and Random Communication Links. Abstract and Applied Analysis. 2013. 1–9. 2 indexed citations
16.
Tarhini, Ali, Kate Hone, & Xiaohui Liu. (2013). Extending the TAM model to empirically investigate the students' behavioural intention to use e-learning in developing countries. 732–737. 41 indexed citations
17.
Zhang, Leishi, Jasna Kuljis, & Xiaohui Liu. (2012). Visualization of high throughput biological data. Information Technology Interfaces. 163–168. 1 indexed citations
18.
Chen, Sherry Y., et al.. (2011). Mining Learning Preferences in Web-based Instruction: Holists vs. Serialists. Educational Technology & Society. 14(4). 266–277. 23 indexed citations
19.
Wang, Zidong & Xiaohui Liu. (2003). On designing H ∞ filters with circular pole and error variance constraints.. IEEE Transactions on Circuits & Systems II Express Briefs. 50. 139–143. 4 indexed citations
20.
Liu, Xiaohui, Stephen Swift, & Allan Tucker. (2001). Using Evolutionary Algorithms to tackle large scale grouping problems. Genetic and Evolutionary Computation Conference. 454–460. 5 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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