Yi Cai

1.2k total citations
58 papers, 792 citations indexed

About

Yi Cai is a scholar working on Artificial Intelligence, Information Systems and Management Science and Operations Research. According to data from OpenAlex, Yi Cai has authored 58 papers receiving a total of 792 indexed citations (citations by other indexed papers that have themselves been cited), including 38 papers in Artificial Intelligence, 13 papers in Information Systems and 8 papers in Management Science and Operations Research. Recurrent topics in Yi Cai's work include Topic Modeling (14 papers), Advanced Text Analysis Techniques (14 papers) and Text and Document Classification Technologies (11 papers). Yi Cai is often cited by papers focused on Topic Modeling (14 papers), Advanced Text Analysis Techniques (14 papers) and Text and Document Classification Technologies (11 papers). Yi Cai collaborates with scholars based in China, Hong Kong and Canada. Yi Cai's co-authors include Haoran Xie, Qing Li, Ho-fung Leung, Huaqing Min, Jingyun Xu, Dongping Huang, Feng Wang, Jingjing Cao, Ran Wang and Xiaotie Deng and has published in prestigious journals such as Nature Communications, SHILAP Revista de lepidopterología and Energy Conversion and Management.

In The Last Decade

Yi Cai

50 papers receiving 770 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Yi Cai China	17	419	203	136	80	77	58	792
Tengjiao Wang China	14	405 1.0×	184 0.9×	117 0.9×	55 0.7×	50 0.6×	61	755
Rasha Kashef Canada	13	280 0.7×	180 0.9×	85 0.6×	43 0.5×	64 0.8×	39	555
Liang Zhou United States	17	940 2.2×	275 1.4×	79 0.6×	90 1.1×	66 0.9×	60	1.2k
İsmail Hakkı Toroslu Türkiye	18	315 0.8×	307 1.5×	208 1.5×	56 0.7×	48 0.6×	86	1.1k
Qika Lin China	17	483 1.2×	139 0.7×	125 0.9×	49 0.6×	18 0.2×	39	712
Cüneyt Gürcan Akçora United States	13	245 0.6×	240 1.2×	57 0.4×	28 0.3×	90 1.2×	35	596
Isabel Valera Germany	14	613 1.5×	73 0.4×	73 0.5×	29 0.4×	66 0.9×	39	945
Jesus Serrano‐Guerrero Spain	14	484 1.2×	282 1.4×	144 1.1×	17 0.2×	147 1.9×	50	850
Attila Kiss Hungary	11	271 0.6×	120 0.6×	53 0.4×	27 0.3×	126 1.6×	67	488
Boyi Xie United States	6	790 1.9×	301 1.5×	90 0.7×	22 0.3×	152 2.0×	12	1.0k

Countries citing papers authored by Yi Cai

Since Specialization

Citations

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

Fields of papers citing papers by Yi Cai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yi Cai

This figure shows the co-authorship network connecting the top 25 collaborators of Yi Cai. A scholar is included among the top collaborators of Yi Cai 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 Yi Cai. Yi Cai 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

Deng, Zikun, Yang Liu, Mingrui Zhu, et al.. (2025). TraSculptor: Visual Analytics for Enhanced Decision-Making in Road Traffic Planning. IEEE Transactions on Visualization and Computer Graphics. 31(10). 6899–6914.

Lin, Qinggang, Fu Feng, Xuanke Zeng, et al.. (2025). A universal and versatile terahertz field manipulation mechanism by manipulating near-infrared phases with a dislocation scheme. Nature Communications. 16(1). 6656–6656. 1 indexed citations

Cai, Yi, et al.. (2025). Enhancing Agricultural Futures Return Prediction: Insights from Rolling VMD, Economic Factors, and Mixed Ensembles. Agriculture. 15(11). 1127–1127.

Zhang, Hanqing, et al.. (2025). A human location and action recognition method based on improved Yolov11 model. Discover Artificial Intelligence. 5(1). 1 indexed citations

Li, Tiancheng, et al.. (2024). Coverage-guided fuzzing for deep reinforcement learning systems. Journal of Systems and Software. 210. 111963–111963. 7 indexed citations

Cambria, Erik, et al.. (2024). Insight at the right spot: Provide decisive subgraph information to Graph LLM with reinforcement learning. Information Fusion. 117. 102860–102860. 3 indexed citations

Zhang, Wei, et al.. (2024). Multi-energy load forecasting for small-sample integrated energy systems based on neural network Gaussian process and multi-task learning. Energy Conversion and Management. 321. 119027–119027. 16 indexed citations

Cai, Yi, et al.. (2024). DRLFailureMonitor: A Dynamic Failure Monitoring Approach for Deep Reinforcement Learning System. 487–498.

Yang, Yang, et al.. (2021). How and why does place identity affect residents’ spontaneous culture conservation in ethnic tourism community? A value co-creation perspective. Journal of Sustainable Tourism. 30(6). 1344–1363. 40 indexed citations

10.

Cai, Yi, et al.. (2020). Learning by Reusing Previous Advice in Teacher-Student Paradigm. Adaptive Agents and Multi-Agents Systems. 1674–1682. 7 indexed citations

11.

Cai, Yi, et al.. (2019). Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks. 3424–3429. 23 indexed citations

12.

Siegel, Elena O., Annica Backman, Yi Cai, et al.. (2019). Understanding Contextual Differences in Residential LTC Provision for Cross-National Research: Identifying Internationally Relevant CDEs. SHILAP Revista de lepidopterología. 5. 3694918735–3694918735. 21 indexed citations

13.

Leung, Ho-fung, et al.. (2019). A Q-values Sharing Framework for Multiple Independent Q-learners. Adaptive Agents and Multi-Agents Systems. 2324–2326. 3 indexed citations

14.

Cai, Yi, Haoran Xie, Raymond Y.K. Lau, et al.. (2019). Temporal event searches based on event maps and relationships. Applied Soft Computing. 85. 105750–105750. 8 indexed citations

15.

Xu, Jingyun & Yi Cai. (2019). Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification. Proceedings of the AAAI Conference on Artificial Intelligence. 33(1). 10067–10068. 14 indexed citations

16.

Li, Ximing, Ang Zhang, Changchun Li, Jihong Ouyang, & Yi Cai. (2018). Exploring coherent topics by topic modeling with term weighting. Information Processing & Management. 54(6). 1345–1358. 34 indexed citations

17.

Cai, Yi, et al.. (2015). Research on audience's perception of tourism brand of Guiyang based on the text mining of ROST.. Chongqing Shifan Daxue xuebao. Ziran kexue ban. 32(1). 126–134. 2 indexed citations

18.

Du, Qing, Yu Liu, Dongping Huang, et al.. (2014). Tag-Group Based User Profiling for Personalized Search in Folksonomies. IEICE Transactions on Information and Systems. E97.D(10). 2739–2747. 1 indexed citations

19.

Zheng, Nengheng, Yi Cai, Xia Li, & Tan Lee. (2012). Classifying NMF components based on vector similarity for speech and music separation. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference. 1–6. 1 indexed citations

20.

Zhang, Wenping, Yi Cai, Raymond Y.K. Lau, Stephen Shaoyi Liao, & Ron Chi-Wai Kwok. (2012). Semi-Supervised Text Mining For Dynamic Business Network Discovery. Pacific Asia Conference on Information Systems. 136(2). 138–9.

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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