Yi Zhang

15.9k total citations · 3 hit papers
511 papers, 9.7k citations indexed

About

Yi Zhang is a scholar working on Artificial Intelligence, Information Systems and Electrical and Electronic Engineering. According to data from OpenAlex, Yi Zhang has authored 511 papers receiving a total of 9.7k indexed citations (citations by other indexed papers that have themselves been cited), including 179 papers in Artificial Intelligence, 86 papers in Information Systems and 83 papers in Electrical and Electronic Engineering. Recurrent topics in Yi Zhang's work include Topic Modeling (97 papers), Natural Language Processing Techniques (71 papers) and Recommender Systems and Techniques (36 papers). Yi Zhang is often cited by papers focused on Topic Modeling (97 papers), Natural Language Processing Techniques (71 papers) and Recommender Systems and Techniques (36 papers). Yi Zhang collaborates with scholars based in China, United States and Germany. Yi Zhang's co-authors include E. James Whitehead, Sunghun Kim, Guohua Jiang, Charles M.C. Lee, Yongfeng Zhang, Shaoping Ma, Guokun Lai, Yuhong Bai, Bing Yan and Jian Wang and has published in prestigious journals such as Nature, Journal of the American Chemical Society and Physical Review Letters.

In The Last Decade

Yi Zhang

461 papers receiving 9.3k citations

Hit Papers

3 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.

Explicit factor models for explainable recommendation based on phrase-level sentiment analysis

2014 491 citations Yi Zhang et al. profile →
Classifying Software Changes: Clean or Buggy?

2008 481 citations Yi Zhang et al. profile →
Conversational Recommender System

2018 238 citations Yi Zhang et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Yi Zhang China	46	3.0k	2.4k	1.5k	1.2k	1.2k	511	9.7k
Qi Liu China	55	3.3k 1.1×	2.4k 1.0×	1.2k 0.8×	858 0.7×	468 0.4×	866	13.8k
Ying Ding China	55	2.5k 0.9×	2.1k 0.9×	530 0.4×	458 0.4×	753 0.6×	392	10.6k
Yicheng Zhang China	42	1.1k 0.4×	1.8k 0.7×	809 0.5×	427 0.3×	358 0.3×	312	7.1k
Weiming Shen China	61	2.8k 1.0×	1.5k 0.6×	1.5k 1.0×	924 0.7×	553 0.5×	592	15.6k
Wei Wang China	52	3.2k 1.1×	2.1k 0.9×	1.5k 1.0×	1.0k 0.8×	296 0.2×	735	11.6k
Xi Chen China	47	1.6k 0.5×	723 0.3×	3.9k 2.6×	677 0.5×	610 0.5×	533	9.2k
Nal Kalchbrenner United Kingdom	12	8.1k 2.8×	1.0k 0.4×	1.6k 1.1×	424 0.3×	403 0.3×	14	13.7k
Jianqiang Li China	55	2.7k 0.9×	1.0k 0.4×	1.3k 0.9×	1.1k 0.9×	420 0.4×	495	11.8k
Fang Chen China	53	2.7k 0.9×	482 0.2×	1.1k 0.8×	1.3k 1.1×	1.2k 1.0×	566	13.0k
Aja Huang United Kingdom	4	7.3k 2.5×	598 0.3×	2.3k 1.5×	550 0.4×	571 0.5×	4	14.1k

Countries citing papers authored by Yi Zhang

Since Specialization

Citations

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

Fields of papers citing papers by Yi Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Yi Zhang

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

1.

Zhang, Yi, et al.. (2025). Environmental risk and stock price crash risk: Evidence from energy substitution policy adoption. International Review of Economics & Finance. 99. 103977–103977. 2 indexed citations

2.

Rao, Jinmeng, et al.. (2025). Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-Practicing. arXiv (Cornell University). 1305–1315. 1 indexed citations

3.

Zhang, Yi, Ping Dong, Xu Wang, et al.. (2025). Green synthesis of paulownia flower-derived carbon dots for sensitive fluorescent detection of paclobutrazol. Food Chemistry. 487. 144748–144748. 2 indexed citations

4.

Zhang, Yuhan, Yi Zhang, Gang Li, et al.. (2024). Anti-inflammatory monomeric sorbicillinoids from the marine-fish-derived fungus Trichoderma sp. G13. Fitoterapia. 175. 105963–105963. 5 indexed citations

5.

Song, Ying, et al.. (2024). Leveraging denoising diffusion probabilistic model to improve the multi-thickness CT segmentation. Neurocomputing. 610. 128573–128573.

6.

Zhang, Dan, et al.. (2024). DP-LTGAN: Differentially private trajectory publishing via Locally-aware Transformer-based GAN. Future Generation Computer Systems. 166. 107686–107686.

7.

He, Mengxi, et al.. (2024). Forecasting Chinese Stock Market Volatility With Volatilities in Bond Markets. Journal of Forecasting. 44(2). 547–555. 1 indexed citations

8.

Zhang, Yi, et al.. (2023). Does environmental regulation affect capital-labor ratio of manufacturing enterprises: Evidence from China. International Review of Financial Analysis. 86. 102485–102485. 34 indexed citations

9.

Shi, Yiwen, Ping Ren, Jing Wang, et al.. (2023). Leveraging GPT-4 for food effect summarization to enhance product-specific guidance development via iterative prompting. Journal of Biomedical Informatics. 148. 104533–104533. 18 indexed citations

10.

Zhang, Yi, et al.. (2023). Does environmental regulation affect the labor income share of manufacturing enterprises? Evidence from China. Economic Modelling. 123. 106251–106251. 33 indexed citations

11.

Chen, Li & Yi Zhang. (2023). Linear-quadratic optimal control problems of state delay systems under full and partial information. Systems & Control Letters. 176. 105528–105528. 1 indexed citations

12.

Li, Junxue, et al.. (2023). When trackers are aware of ESG: Do ESG ratings matter to tracking error portfolio performance?. Economic Modelling. 125. 106346–106346. 23 indexed citations

13.

Su, Yixuan, et al.. (2022). Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 4661–4676. 50 indexed citations

14.

Zhang, Yaojie, et al.. (2020). Forecasting the volatility of Chinese stock market: An international volatility index. International Journal of Finance & Economics. 26(1). 1336–1350. 8 indexed citations

15.

Xu, Da, Jilei Zhang, Chunlian Song, et al.. (2015). Molecular detection of vector-borne agents in dogs from ten provinces of China. Parasites & Vectors. 8(1). 501–501. 46 indexed citations

16.

Zhang, Yi, et al.. (2010). Hybrid Constituent and Dependency Parsing with Tsinghua Chinese Treebank.. Language Resources and Evaluation. 66(10). 1133–40. 1 indexed citations

17.

Zhang, Yi & Valia Kordoni. (2008). Robust Parsing with a Large HPSG Grammar. Language Resources and Evaluation. 6 indexed citations

18.

Zhang, Yong, et al.. (2006). A New Group Key Management Scheme Based on Keys Tree, XOR Operation and one-way Function. Journal of Southeast University. 22(1). 54–58. 1 indexed citations

19.

Zhang, Yi. (2005). Design and implementation of long range distributed optical fiber temperature sensor system. Guangdian gongcheng.

20.

Eichmann, David, Yi Zhang, Shannon Bradshaw, et al.. (2004). Novelty, Question Answering and Genomics: The University of Iowa Response.. Text REtrieval Conference. 14 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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