Shimin Tao

1.3k total citations · 1 hit paper
63 papers, 739 citations indexed

About

Shimin Tao is a scholar working on Artificial Intelligence, Computer Networks and Communications and Information Systems. According to data from OpenAlex, Shimin Tao has authored 63 papers receiving a total of 739 indexed citations (citations by other indexed papers that have themselves been cited), including 45 papers in Artificial Intelligence, 16 papers in Computer Networks and Communications and 12 papers in Information Systems. Recurrent topics in Shimin Tao's work include Natural Language Processing Techniques (36 papers), Topic Modeling (28 papers) and Software System Performance and Reliability (15 papers). Shimin Tao is often cited by papers focused on Natural Language Processing Techniques (36 papers), Topic Modeling (28 papers) and Software System Performance and Reliability (15 papers). Shimin Tao collaborates with scholars based in China, Australia and United States. Shimin Tao's co-authors include Ying Liu, Weibin Meng, Dan Pei, Shenglin Zhang, Yichen Zhu, Yihao Chen, Rong Zhou, Ruizhi Zhang, Pei Sun and Yuqing Liu and has published in prestigious journals such as IEEE Access, Neurocomputing and IEEE Transactions on Dependable and Secure Computing.

In The Last Decade

Shimin Tao

56 papers receiving 722 citations

Hit Papers

LogAnomaly: Unsupervised Detection of Sequential and Quan... 2019 2026 2021 2023 2019 100 200 300
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.

  1. LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs
    2019 354 citations Weibin Meng, Ying Liu et al. profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Shimin Tao China 10 526 479 178 110 43 63 739
Wenchi Zhang China 14 465 0.9× 287 0.6× 177 1.0× 73 0.7× 41 1.0× 18 515
Yongqian Sun China 12 491 0.9× 345 0.7× 151 0.8× 61 0.6× 119 2.8× 49 592
Risto Vaarandi Estonia 11 702 1.3× 362 0.8× 346 1.9× 161 1.5× 83 1.9× 26 783
Weibin Meng China 15 835 1.6× 547 1.1× 284 1.6× 159 1.4× 76 1.8× 32 931
Randolph Yao United States 7 604 1.1× 353 0.7× 261 1.5× 112 1.0× 21 0.5× 11 677
Hiep Nguyen United States 9 569 1.1× 173 0.4× 402 2.3× 78 0.7× 28 0.7× 14 612
Pu Zhao China 13 268 0.5× 179 0.4× 189 1.1× 63 0.6× 12 0.3× 39 399
Xiaohui Nie China 14 450 0.9× 188 0.4× 173 1.0× 53 0.5× 20 0.5× 30 513
François Taı̈ani France 11 340 0.6× 241 0.5× 250 1.4× 58 0.5× 23 0.5× 56 522
Guangba Yu China 12 527 1.0× 271 0.6× 262 1.5× 54 0.5× 42 1.0× 35 601

Countries citing papers authored by Shimin Tao

Since Specialization
Citations

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

Fields of papers citing papers by Shimin Tao

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Shimin Tao

This figure shows the co-authorship network connecting the top 25 collaborators of Shimin Tao. A scholar is included among the top collaborators of Shimin Tao 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 Shimin Tao. Shimin Tao 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.
Tao, Shimin, Xinhua Yang, Weibin Meng, et al.. (2025). Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge. 1135–1144.
2.
Liu, Yilun, Weibin Meng, Shimin Tao, et al.. (2024). Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation. 464–478. 2 indexed citations
3.
Zhang, Min, et al.. (2024). A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting. 1260–1264. 2 indexed citations
4.
Tao, Shimin, Xiaofeng Zhao, Ming Zhu, et al.. (2024). CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning. 5184–5197. 4 indexed citations
5.
Li, Junhui, Yanqing Zhao, M. Zhang, et al.. (2024). DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators. 20280–20295.
6.
Chen, Jiangjie, et al.. (2024). Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models. Proceedings of the AAAI Conference on Artificial Intelligence. 38(17). 18554–18563. 3 indexed citations
7.
Guo, Jiaxin, Minghan Wang, Zongyao Li, et al.. (2023). UCorrect: An Unsupervised Framework for Automatic Speech Recognition Error Correction. arXiv (Cornell University). 1–5. 1 indexed citations
8.
Meng, Weibin, Yuzhe Zhang, Ying Liu, et al.. (2023). LogSummary: Unstructured Log Summarization for Software Systems. IEEE Transactions on Network and Service Management. 20(3). 3803–3815. 8 indexed citations
9.
Zhang, Zhen, Junhui Li, Shimin Tao, & Yang Hao. (2023). Lexical Translation Inconsistency-Aware Document-Level Translation Repair. 12492–12505.
10.
Zhang, Min, Xiaofeng Zhao, Chang Su, et al.. (2023). HW-TSC’s Participation in the WMT 2023 Automatic Post Editing Shared Task. 926–930. 1 indexed citations
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Wang, Minghan, Yinglu Li, Jiaxin Guo, et al.. (2023). Zephyr: Zero-Shot Punctuation Restoration. 1–5. 1 indexed citations
14.
Su, Chang, et al.. (2023). Knowledge Prompt for Whisper: An ASR Entity Correction Approach with Knowledge Base. 2975–2979. 1 indexed citations
15.
Wang, Minghan, Yinglu Li, Jiaxin Guo, et al.. (2023). The HW-TSC’s Speech-to-Speech Translation System for IWSLT 2023. 277–282.
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Guo, Jiaxin, Yinglu Li, Minghan Wang, et al.. (2022). The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation. 293–297. 2 indexed citations
19.
Wang, Minghan, Jiaxin Guo, Chang Su, et al.. (2021). HI-CMLM: Improve CMLM with Hybrid Decoder Input. 167–171. 1 indexed citations
20.
Wang, Minghan, Jiaxin Guo, Chang Su, et al.. (2021). How Length Prediction Influence the Performance of Non-Autoregressive Translation?. 4 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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