Jiaming Liu

1.2k total citations
47 papers, 755 citations indexed

About

Jiaming Liu is a scholar working on Artificial Intelligence, Accounting and Management Science and Operations Research. According to data from OpenAlex, Jiaming Liu has authored 47 papers receiving a total of 755 indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Artificial Intelligence, 14 papers in Accounting and 6 papers in Management Science and Operations Research. Recurrent topics in Jiaming Liu's work include Financial Distress and Bankruptcy Prediction (13 papers), Imbalanced Data Classification Techniques (9 papers) and Domain Adaptation and Few-Shot Learning (4 papers). Jiaming Liu is often cited by papers focused on Financial Distress and Bankruptcy Prediction (13 papers), Imbalanced Data Classification Techniques (9 papers) and Domain Adaptation and Few-Shot Learning (4 papers). Jiaming Liu collaborates with scholars based in China, United States and Singapore. Jiaming Liu's co-authors include Chong Wu, Sicheng Zhang, Fei Wang, Yuzhang Lin, Hua Chai, Zhao Zhen, Xiaoxing Lu, Tieqiang Wang, Yili Yu and Dong Zhang and has published in prestigious journals such as Expert Systems with Applications, IEEE Transactions on Industry Applications and Information Sciences.

In The Last Decade

Jiaming Liu

43 papers receiving 735 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Jiaming Liu China 15 416 169 116 98 93 47 755
Ling Xie China 13 291 0.7× 153 0.9× 121 1.0× 102 1.0× 69 0.7× 29 836
Muhammad Usman Tariq United Arab Emirates 17 161 0.4× 147 0.9× 102 0.9× 49 0.5× 17 0.2× 76 875
Yan Dong China 18 101 0.2× 362 2.1× 150 1.3× 76 0.8× 33 0.4× 88 1.1k
Chun Yan China 16 247 0.6× 59 0.3× 44 0.4× 35 0.4× 12 0.1× 57 709
P Zanetti Italy 11 344 0.8× 97 0.6× 106 0.9× 70 0.7× 6 0.1× 22 615
Théophilos Papadimitriou Greece 16 127 0.3× 127 0.8× 115 1.0× 73 0.7× 51 0.5× 96 979
Shuhan Yuan United States 15 594 1.4× 42 0.2× 17 0.1× 92 0.9× 33 0.4× 40 978
Guannan Liu China 19 534 1.3× 91 0.5× 17 0.1× 112 1.1× 24 0.3× 67 1.4k
V. Prasanna Venkatesan India 13 173 0.4× 50 0.3× 42 0.4× 104 1.1× 9 0.1× 70 770

Countries citing papers authored by Jiaming Liu

Since Specialization
Citations

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

Fields of papers citing papers by Jiaming Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Jiaming Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Jiaming Liu. A scholar is included among the top collaborators of Jiaming 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 Jiaming Liu. Jiaming 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, Jiaming, et al.. (2025). Multi-class financial distress prediction based on hybrid feature selection and improved stacking ensemble model. Expert Systems with Applications. 282. 127832–127832. 3 indexed citations
2.
Lin, Simiao, et al.. (2025). Why Do Tourists Visit the Food Market? A Host–Guest Sharing Model Based on the Theory of Self-Regulation. Land. 14(2). 407–407. 1 indexed citations
3.
Liu, Jiaming, et al.. (2025). How can users effectively locate helpful non-interactive health information in online health communities?. Information Processing & Management. 62(6). 104271–104271.
4.
Liu, Jiaming, et al.. (2024). Multi‐class financial distress prediction based on stacking ensemble method. International Journal of Finance & Economics. 30(3). 2369–2388. 4 indexed citations
5.
Liu, Jiaming, Xuemei Zhang, & Haitao Xiong. (2024). Credit risk prediction based on causal machine learning: Bayesian network learning, default inference, and interpretation. Journal of Forecasting. 43(5). 1625–1660. 6 indexed citations
6.
7.
Liu, Jiaming, et al.. (2023). Learning multiple gaussian prototypes for open-set recognition. Information Sciences. 626. 738–753. 20 indexed citations
8.
Liu, Jiaming, et al.. (2023). Enhancing credit risk prediction based on ensemble tree‐based feature transformation and logistic regression. Journal of Forecasting. 43(2). 429–455. 6 indexed citations
9.
Liu, Jiaming, et al.. (2023). Open-world Semi-supervised Novel Class Discovery. 4002–4010. 9 indexed citations
10.
Luan, Xin, et al.. (2023). A new view of risk contagion by decomposition of dependence structure: Empirical analysis of Sino-US stock markets. International Review of Financial Analysis. 90. 102920–102920. 7 indexed citations
11.
12.
Liu, Jiaming, Shengqi Zhang, Tao Yu, et al.. (2022). Ce-doped self-assembled ultrathin CoOOH nanosheets as efficient oxygen evolution reaction electrocatalyst. Journal of Alloys and Compounds. 920. 165898–165898. 9 indexed citations
13.
Ma, Hongguang, Jiaming Liu, Xiande Zhao, & Bowen Zhang. (2022). A study of highway logistics transportation network structure in China: From the perspective of complex network. 4(2). 89–105. 7 indexed citations
14.
Liu, Jiaming. (2021). Future smart mobile edge computing technology in mobile communication networks. 748–750. 1 indexed citations
15.
Liu, Jiaming, et al.. (2020). Predictive analytics for blood glucose concentration: an empirical study using the tree-based ensemble approach. Library Hi Tech. 38(4). 835–858. 9 indexed citations
16.
Liu, Jiaming, et al.. (2018). Optimization of internet content filtering---Combined with KNN and OCAT algorithms. AIP conference proceedings. 1955. 40141–40141. 1 indexed citations
17.
Liu, Jiaming & Chong Wu. (2018). Hybridizing kernel‐based fuzzy c‐means with hierarchical selective neural network ensemble model for business failure prediction. Journal of Forecasting. 38(2). 92–105. 8 indexed citations
18.
19.
Liu, Jiaming & Chong Wu. (2017). A gradient-boosting decision-tree approach for firm failure prediction: an empirical model evaluation of Chinese listed companies. The Journal of Risk Model Validation. 11(2). 43–64. 15 indexed citations
20.
Liu, Jiaming. (2004). The Analysis on Arrival Distribution of Bicycles. Shuxue de shijian yu renshi. 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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