Hui Liu

16.0k total citations · 5 hit papers
531 papers, 12.4k citations indexed

About

Hui Liu is a scholar working on Electrical and Electronic Engineering, Control and Systems Engineering and Computer Vision and Pattern Recognition. According to data from OpenAlex, Hui Liu has authored 531 papers receiving a total of 12.4k indexed citations (citations by other indexed papers that have themselves been cited), including 165 papers in Electrical and Electronic Engineering, 105 papers in Control and Systems Engineering and 74 papers in Computer Vision and Pattern Recognition. Recurrent topics in Hui Liu's work include Energy Load and Power Forecasting (77 papers), Air Quality Monitoring and Forecasting (28 papers) and Robotics and Sensor-Based Localization (26 papers). Hui Liu is often cited by papers focused on Energy Load and Power Forecasting (77 papers), Air Quality Monitoring and Forecasting (28 papers) and Robotics and Sensor-Based Localization (26 papers). Hui Liu collaborates with scholars based in China, Germany and United States. Hui Liu's co-authors include Yanfei Li, Xiwei Mi, Hong-qi Tian, Zhu Duan, Yan-fei Li, Chao Chen, Yanfei Li, Haiping Wu, Zixing Cai and Yong Wang and has published in prestigious journals such as Nature, SHILAP Revista de lepidopterología and Applied Physics Letters.

In The Last Decade

Hui Liu

478 papers receiving 12.1k citations

Hit Papers

5 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.

Hybridizing particle swarm optimization with differential evolution for constrained numerical and engineering optimization

2009 582 citations Hui Liu et al. profile →
Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM

2018 387 citations Hui Liu et al. profile →
Wind speed forecasting method based on deep learning strategy using empirical wavelet transform, long short term memory neural network and Elman neural network

2017 385 citations Hui Liu et al. profile →
Comparison of two new ARIMA-ANN and ARIMA-Kalman hybrid methods for wind speed prediction

2012 344 citations Hui Liu et al. profile →
Data processing strategies in wind energy forecasting models and applications: A comprehensive review

2019 289 citations Hui Liu et al. profile →

Peers

Countries citing papers authored by Hui Liu

Since Specialization

Citations

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

Fields of papers citing papers by Hui Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Hui Liu

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

All Works

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

20 of 20 papers shown

#	Work	Indexed citations
1	A real-time recognition and distance measurement method for underwater dynamic obstacles based on binocular vision 2025 ·Measurement ·Qi Chen, Hui Liu, (unknown)	1
2	Performance study of high-temperature proton exchange membrane fuel cell based on novel fan-fins gas channel 2025 ·Journal of environmental chemical engineering ·Zhiqing Zhang, Hui Liu, Feng Jiang, Shuwan Cui, Mingzhang Pan, Dongmei Li, (unknown), Jianwu Dou	2
3	Single-cell modeling, simulation and optimization of high-temperature proton exchange membrane fuel cells: current status, challenges, and perspectives 2025 ·Journal of Power Sources ·Zhiqing Zhang, Hui Liu, Guanglin Lan, Yuguo Wang, Chuan Liu, Zibin Yin, Kai Lü	0
4	A hybrid approach based on deep neural network and double exponential model for remaining useful life prediction 2024 ·Expert Systems with Applications ·(unknown), Hui Liu, Ning‐Cong Xiao	25
5	Dynamic flame feature-driven prediction model for basic oxygen furnace steelmaking endpoint carbon content based on three-dimensional multi-layer complex networks 2024 ·Engineering Applications of Artificial Intelligence ·Jianxun Liu, Hui Liu, (unknown), (unknown), (unknown), Xiaojun Xue	2
6	Radar jamming signal recognition algorithm based on multi-feature fusion 2024 ·Digital Signal Processing ·(unknown), (unknown), (unknown), Hui Liu, Gang Liu, Juan Guo	0
7	Performance enhancements of power density and exergy efficiency for high-temperature proton exchange membrane fuel cell based on RSM-NSGA III 2024 ·Energy ·Zhiqing Zhang, Hui Liu, Dayong Yang, Junming Li, Kai Lü, (unknown), Dongli Tan	13
8	A spectral splitting CPV/T hybrid system based on wave-selecting filter coated compound parabolic concentrator and linear Fresnel reflector concentrator 2024 ·Renewable Energy ·(unknown), Hui Liu, Qi Xia, (unknown), (unknown)	13
9	Can the National Specially Monitored Firms program improve corporate environmental performance?—Empirical evidence from China 2023 ·Frontiers in Environmental Science ·(unknown), (unknown), Hui Liu, (unknown)	2
10	An interpretable MRI-based radiomics model predicting the prognosis of high-intensity focused ultrasound ablation of uterine fibroids 2023 ·Insights into Imaging ·Chengwei Li, Zhimin He, Fajin Lv, Yang Liu, Yan Hu, (unknown), Hui Liu, Si Ma, Zhibo Xiao	17
11	Battery thermal safety management with form-stable and flame-retardant phase change materials 2023 ·International Journal of Heat and Mass Transfer ·Liu Fen, Jianfeng Wang, Fuqiang Wang, Hui Liu, (unknown), Yuhan Li, Bowei Chen, Huaduo Gu, Na Yang	24
12	What is the “DNA” of healthy buildings? A critical review and future directions 2023 ·Renewable and Sustainable Energy Reviews ·Hui Liu, Xiaoxiao Xu, Vivian W.Y. Tam, Peng Mao	20
13	A novel AQI forecasting method based on fusing temporal correlation forecasting with spatial correlation forecasting 2023 ·Atmospheric Pollution Research ·(unknown), Hui Liu, Chengqing Yu, Zhu Duan	17
14	Global well-posedness for the 3-D generalized MHD equations 2023 ·Applied Mathematics Letters ·(unknown), Hui Liu	3
15	Digital Orientation and Innovation Outputs in Collaboration Networks: Inside the Black Box 2023 ·Journal of the Knowledge Economy ·Jingbei Wang, (unknown), Min Guo, Hui Liu	26
16	Quantifying uncertainty of marine water quality forecasts for environmental management using a dynamic multi-factor analysis and multi-resolution ensemble approach 2023 ·Chemosphere ·Rui Yang, Hui Liu, Yanfei Li	8
17	Online drift compensation framework based on active learning for gas classification and concentration prediction 2023 ·Sensors and Actuators B Chemical ·(unknown), Kai Song, Chuanyu Sun, Jinhai Jiang, Hui Liu, Bo Wang, (unknown), (unknown), Jijiang Liu	16
18	Multi-objective impact mechanism on the performance characteristic for a diesel particulate filter by RF-NSGA III-TOPSIS during soot loading 2023 ·Energy ·Dongli Tan, Rui Dong, Zhiqing Zhang, Bin Zhang, Feng Jiang, (unknown), Dongmei Li, Hui Liu	38
19	Acceleration-Dependent Analysis of Vertical Ball Screw Feed System without Counterweight 2021 ·Chinese Journal of Mechanical Engineering ·(unknown), (unknown), Jun Zhang, Dongdong Song, Hui Liu, Wanhua Zhao	3
20	[Syphilis infection and its high risk factors among men who have sex with men by different recruitment channels]. 2015 ·PubMed ·Jinlei Qi, Dapeng Zhang, (unknown), (unknown), (unknown), Lei Han, Hui Liu, (unknown), Mei Luo, Min Dai, (unknown)	2

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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