Zhi Liu

1.3k total citations
61 papers, 831 citations indexed

About

Zhi Liu is a scholar working on Artificial Intelligence, Finance and Complementary and alternative medicine. According to data from OpenAlex, Zhi Liu has authored 61 papers receiving a total of 831 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 9 papers in Finance and 6 papers in Complementary and alternative medicine. Recurrent topics in Zhi Liu's work include Financial Risk and Volatility Modeling (9 papers), Stochastic processes and financial applications (8 papers) and Traditional Chinese Medicine Studies (6 papers). Zhi Liu is often cited by papers focused on Financial Risk and Volatility Modeling (9 papers), Stochastic processes and financial applications (8 papers) and Traditional Chinese Medicine Studies (6 papers). Zhi Liu collaborates with scholars based in China, Macao and United States. Zhi Liu's co-authors include Han‐Xiong Li, Zeyu Zheng, Liang Qi, Xiwang Guo, Haitao Yuan, Wei Zhao, Dianzheng Fu, Tiansheng Sun, Xiaonan Lv and Yongzhi Zhang and has published in prestigious journals such as PLoS ONE, Journal of Cleaner Production and Journal of Business Research.

In The Last Decade

Zhi Liu

54 papers receiving 791 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Zhi Liu China 14 176 140 130 119 93 61 831
Fei Teng China 15 284 1.6× 74 0.5× 219 1.7× 37 0.3× 91 1.0× 51 860
Hao Chen China 23 367 2.1× 223 1.6× 52 0.4× 170 1.4× 40 0.4× 111 1.5k
S. Vimal India 19 376 2.1× 157 1.1× 163 1.3× 47 0.4× 46 0.5× 68 1.2k
Yan Zhou China 16 147 0.8× 284 2.0× 28 0.2× 61 0.5× 136 1.5× 121 955
Jinfu Chen China 17 282 1.6× 53 0.4× 418 3.2× 78 0.7× 81 0.9× 145 1.6k
M. Kaliappan India 12 255 1.4× 62 0.4× 247 1.9× 54 0.5× 38 0.4× 23 863
V. Vinoth Kumar India 21 435 2.5× 142 1.0× 165 1.3× 50 0.4× 57 0.6× 75 1.1k
Changxin Liu China 17 167 0.9× 61 0.4× 202 1.6× 490 4.1× 57 0.6× 76 906
Axel Hahn Germany 16 143 0.8× 94 0.7× 72 0.6× 232 1.9× 17 0.2× 125 1.0k
Sunil Aryal Australia 19 481 2.7× 259 1.9× 114 0.9× 69 0.6× 35 0.4× 66 1.1k

Countries citing papers authored by Zhi Liu

Since Specialization
Citations

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

Fields of papers citing papers by Zhi Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Zhi Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Zhi Liu. A scholar is included among the top collaborators of Zhi 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 Zhi Liu. Zhi 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, Zhi, Zhou Zheng, Peng Zhao, et al.. (2025). Microstructural feature-based physics-informed neural network for creep residual life prediction of P91 steel. Engineering Fracture Mechanics. 319. 110989–110989. 1 indexed citations
2.
Wu, Yonghong, Hong Wang, Zhi Liu, et al.. (2025). A precise estimation framework for individual tree AGB of Pinus kesiya var. Langbianensis utilizing point cloud registration Optimization. International Journal of Applied Earth Observation and Geoinformation. 140. 104612–104612. 1 indexed citations
3.
4.
Gong, Jian‐Guo, et al.. (2024). A dual-channel convolutional neural network with attention mechanism DC_EcaNet-6 for creep life prediction of notched components. International Journal of Pressure Vessels and Piping. 212. 105341–105341. 1 indexed citations
5.
Liu, Zhi, et al.. (2024). Effects of long-term nitrogen addition on root nitrogen acquisition strategy: Insights from a 19-year experiment in two temperate tree species. Forest Ecology and Management. 570. 122220–122220. 1 indexed citations
6.
Liu, Zhi, et al.. (2024). Review on ginseng and its potential active substance G-Rg2 against age-related diseases: Traditional efficacy and mechanism. Journal of Ethnopharmacology. 337(Pt 1). 118781–118781. 7 indexed citations
7.
8.
Liu, Yang, et al.. (2024). Reliability and Validity of GRBASzero in Clinical Environments. Journal of Voice.
9.
Liu, Zhi, et al.. (2024). LiDAR-based individual tree AGB modeling of Pinus kesiya var. langbianensis by incorporating spatial structure. Ecological Indicators. 169. 112973–112973. 3 indexed citations
10.
Yang, Tao, et al.. (2023). TLDA: A transfer learning based dual-augmentation strategy for traditional Chinese Medicine syndrome differentiation in rare disease. Computers in Biology and Medicine. 169. 107808–107808. 9 indexed citations
11.
Liu, Zhi, et al.. (2022). How can emerging-market SMEs domestically benefit from their performance in developed countries? Empirical evidence from China. Journal of Business Research. 142. 200–210. 8 indexed citations
12.
Liu, Zhi, et al.. (2021). A novel transfer learning model for traditional herbal medicine prescription generation from unstructured resources and knowledge. Artificial Intelligence in Medicine. 124. 102232–102232. 32 indexed citations
13.
Zheng, Zeyu, et al.. (2020). Path Planning Method With Improved Artificial Potential Field—A Reinforcement Learning Perspective. IEEE Access. 8. 135513–135523. 144 indexed citations
14.
Zheng, Zeyu, et al.. (2020). Dynamics of calling activity to toll-free numbers in China. PLoS ONE. 15(3). e0230592–e0230592. 1 indexed citations
15.
Cai, Zongwu, Bing‐Yi Jing, Xinbing Kong, & Zhi Liu. (2017). Nonparametric regression with nearly integrated regressors under long-run dependence. Econometrics Journal. 20(1). 118–138. 2 indexed citations
16.
Sun, Tiansheng, et al.. (2016). Excess mortality of 1 year in elderly hip fracture patients compared with the general population in Beijing, China. Archives of Osteoporosis. 11(1). 35–35. 34 indexed citations
17.
Song, Jieping, Nian Liu, Zhi Liu, et al.. (2016). A family with Robertsonian translocation: a potential mechanism of speciation in humans. Molecular Cytogenetics. 9(1). 48–48. 30 indexed citations
18.
Scott, Colin, Andreas Wundsam, Barath Raghavan, et al.. (2014). Troubleshooting blackbox SDN control software with minimal causal sequences. Infoscience (Ecole Polytechnique Fédérale de Lausanne). 395–406. 70 indexed citations
19.
Wang, Shuaian, Qiang Meng, & Zhi Liu. (2012). On the weighting of the mean-absolute-deviation cost minimization model. Journal of the Operational Research Society. 64(4). 622–628. 7 indexed citations
20.
Liu, Zhi, et al.. (2001). PRELIMINARY STUDIES ON CORN TOP ROT IN CHINA. Acta Phytopathologica Sinica. 2 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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