Dan Pei

9.8k total citations · 3 hit papers
212 papers, 6.1k citations indexed

About

Dan Pei is a scholar working on Computer Networks and Communications, Artificial Intelligence and Information Systems. According to data from OpenAlex, Dan Pei has authored 212 papers receiving a total of 6.1k indexed citations (citations by other indexed papers that have themselves been cited), including 185 papers in Computer Networks and Communications, 97 papers in Artificial Intelligence and 53 papers in Information Systems. Recurrent topics in Dan Pei's work include Network Security and Intrusion Detection (79 papers), Software System Performance and Reliability (77 papers) and Anomaly Detection Techniques and Applications (56 papers). Dan Pei is often cited by papers focused on Network Security and Intrusion Detection (79 papers), Software System Performance and Reliability (77 papers) and Anomaly Detection Techniques and Applications (56 papers). Dan Pei collaborates with scholars based in China, United States and United Kingdom. Dan Pei's co-authors include Youjian Zhao, Ya Su, Shenglin Zhang, Lixia Zhang, Rong Liu, Chenhao Niu, Wei Sun, Beichuan Zhang, Dan Massey and Weibin Meng and has published in prestigious journals such as IEEE Access, IEEE Journal on Selected Areas in Communications and Advanced Science.

In The Last Decade

Dan Pei

193 papers receiving 5.9k citations

Hit Papers

Robust Anomaly Detection for Multivariate Time Series thr... 2019 2026 2021 2023 2019 2019 2021 250 500 750
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. Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
    2019 840 citations Youjian Zhao, Dan Pei et al. profile →
  2. LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs
    2019 354 citations Weibin Meng, Ying Liu et al. profile →
  3. Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
    2021 215 citations Zhihan Li, Youjian Zhao 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
Dan Pei China 42 5.0k 3.4k 1.0k 996 654 212 6.1k
Heejo Lee South Korea 27 2.8k 0.6× 1.6k 0.5× 1.2k 1.2× 1.0k 1.0× 425 0.6× 123 3.9k
Angelos Stavrou United States 31 3.2k 0.6× 2.1k 0.6× 2.3k 2.2× 1.5k 1.5× 442 0.7× 175 4.5k
Dongyan Xu United States 42 3.8k 0.8× 2.1k 0.6× 2.2k 2.1× 2.2k 2.3× 342 0.5× 200 5.4k
Karl Levitt United States 30 3.2k 0.6× 1.9k 0.6× 1.5k 1.4× 1.1k 1.1× 719 1.1× 123 4.7k
Ehab Al‐Shaer United States 34 3.5k 0.7× 1.7k 0.5× 861 0.8× 1.1k 1.1× 390 0.6× 206 4.3k
Arash Habibi Lashkari Canada 25 5.8k 1.2× 4.8k 1.4× 3.3k 3.1× 1.3k 1.3× 357 0.5× 111 6.9k
Maarten van Steen Netherlands 36 4.7k 0.9× 1.3k 0.4× 549 0.5× 1.8k 1.8× 399 0.6× 224 5.8k
Suman Nath United States 40 3.5k 0.7× 1.2k 0.4× 1.1k 1.0× 1.6k 1.6× 993 1.5× 151 5.4k
Virgil D. Gligor United States 31 5.9k 1.2× 2.7k 0.8× 943 0.9× 1.2k 1.2× 971 1.5× 120 7.5k
Cliff C. Zou United States 28 2.7k 0.5× 1.5k 0.4× 1.3k 1.3× 928 0.9× 517 0.8× 114 3.4k

Countries citing papers authored by Dan Pei

Since Specialization
Citations

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

Fields of papers citing papers by Dan Pei

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dan Pei

This figure shows the co-authorship network connecting the top 25 collaborators of Dan Pei. A scholar is included among the top collaborators of Dan Pei 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 Dan Pei. Dan Pei 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.
Xu, Liling, Hua Zhong, Lei Zhang, et al.. (2025). Clinical features of inflammatory arthritis in daily practice—China’s perspective. Clinical Rheumatology. 44(3). 969–978.
2.
Pei, Changhua, Fengrui Liu, Zeyan Li, et al.. (2025). Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis. 422–431. 1 indexed citations
3.
4.
Zhang, Shenglin, et al.. (2024). Privacy-preserving MTS anomaly detection for network devices through federated learning. Information Sciences. 690. 121590–121590.
5.
Lei, Tao, et al.. (2024). Diagnosing Performance Issues for Large-Scale Microservice Systems With Heterogeneous Graph. IEEE Transactions on Services Computing. 17(5). 2223–2235. 3 indexed citations
6.
Sun, Yongqian, et al.. (2024). ART: A Unified Unsupervised Framework for Incident Management in Microservice Systems. 1183–1194. 2 indexed citations
7.
Sun, Yongqian, et al.. (2024). Efficient Multivariate Time Series Anomaly Detection through Transfer Learning for Large-Scale Software Systems. ACM Transactions on Software Engineering and Methodology. 34(4). 1–25. 1 indexed citations
8.
Pei, Changhua, Minghua Ma, Xin Wang, et al.. (2024). Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective. 3096–3105. 28 indexed citations
9.
Ma, Minghua, Chaoyun Zhang, Si Qin, et al.. (2024). MonitorAssistant: Simplifying Cloud Service Monitoring via Large Language Models. 38–49. 9 indexed citations
10.
Zhang, Shenglin, et al.. (2024). Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems. 2859–2869. 2 indexed citations
11.
Zhang, Ning, Lu Liu, Dan Pei, et al.. (2023). A TaSnRK1α Modulates TaPAP6L‐Mediated Wheat Cold Tolerance through Regulating Endogenous Jasmonic Acid. Advanced Science. 10(31). e2303478–e2303478. 12 indexed citations
12.
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
13.
Zhang, Yuzhe, et al.. (2023). LogKG: Log Failure Diagnosis Through Knowledge Graph. IEEE Transactions on Services Computing. 16(5). 3493–3507. 15 indexed citations
14.
Zhang, Shenglin, et al.. (2023). Robust Failure Diagnosis of Microservice System Through Multimodal Data. IEEE Transactions on Services Computing. 16(6). 3851–3864. 33 indexed citations
15.
16.
Sun, Yongqian, Quan Ding, Shenglin Zhang, et al.. (2022). Robust Anomaly Clue Localization of Multi-Dimensional Derived Measure for Online Video Services. IEEE Transactions on Services Computing. 16(2). 1387–1401. 2 indexed citations
17.
Meng, Weibin, Ying Liu, Shenglin Zhang, et al.. (2021). LogClass: Anomalous Log Identification and Classification With Partial Labels. IEEE Transactions on Network and Service Management. 18(2). 1870–1884. 38 indexed citations
18.
Chen, Guo, Youjian Zhao, Hailiang Xu, Dan Pei, & Dan Li. (2017). $\mathrm {F^{2}}$ Tree: Rapid Failure Recovery for Routing in Production Data Center Networks. IEEE/ACM Transactions on Networking. 25(4). 1940–1953. 6 indexed citations
19.
Ji, Lusheng, et al.. (2009). Locating prefix hijackers using LOCK. USENIX Security Symposium. 135–150. 20 indexed citations
20.
Lad, Mohit, et al.. (2006). PHAS: a prefix hijack alert system. USENIX Security Symposium. 11. 159 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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