Shenglin Zhang

2.8k total citations · 1 hit paper
99 papers, 1.8k citations indexed

About

Shenglin Zhang is a scholar working on Computer Networks and Communications, Artificial Intelligence and Information Systems. According to data from OpenAlex, Shenglin Zhang has authored 99 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 69 papers in Computer Networks and Communications, 40 papers in Artificial Intelligence and 27 papers in Information Systems. Recurrent topics in Shenglin Zhang's work include Software System Performance and Reliability (46 papers), Network Security and Intrusion Detection (45 papers) and Anomaly Detection Techniques and Applications (33 papers). Shenglin Zhang is often cited by papers focused on Software System Performance and Reliability (46 papers), Network Security and Intrusion Detection (45 papers) and Anomaly Detection Techniques and Applications (33 papers). Shenglin Zhang collaborates with scholars based in China, United States and Canada. Shenglin Zhang's co-authors include Dan Pei, Weibin Meng, Ying Liu, Shimin Tao, Yuqing Liu, Yihao Chen, Ruizhi Zhang, Rong Zhou, Yichen Zhu and Pei Sun and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and IEEE Access.

In The Last Decade

Shenglin Zhang

81 papers receiving 1.7k citations

Hit 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.

LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs

2019 354 citations Weibin Meng, Ying Liu et al. profile →

Peers

Countries citing papers authored by Shenglin Zhang

Since Specialization

Citations

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

Fields of papers citing papers by Shenglin Zhang

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Shenglin Zhang

This figure shows the co-authorship network connecting the top 25 collaborators of Shenglin Zhang. A scholar is included among the top collaborators of Shenglin 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 Shenglin Zhang. Shenglin Zhang is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A novel explainable propagation-based fault diagnosis approach for Clean-In-Place by establishing Boolean network model 2025 ·Journal of Process Control ·(unknown), (unknown), Yan Wang, Shenglin Zhang, Tuanjie Wang, Zhicheng Ji	1
2	Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis 2025 ·ACM Transactions on Software Engineering and Methodology ·Shenglin Zhang, (unknown), (unknown), (unknown), (unknown), (unknown), Minghua Ma, Yongqian Sun, Dan Pei	7
3	Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge 2025 ·(unknown), (unknown), (unknown), (unknown), Shimin Tao, (unknown), (unknown), Xinhua Yang, Weibin Meng, (unknown), Boxing Chen, Shenglin Zhang, Yongqian Sun	0
4	OpsEval: A Comprehensive Benchmark Suite for Evaluating Large Language Models’ Capability in IT Operations Domain 2025 ·(unknown), Changhua Pei, (unknown), (unknown), (unknown), (unknown), Yongqian Sun, Shenglin Zhang, (unknown), (unknown), Jianhui Li, Gaogang Xie, (unknown), Xiaohui Nie, Minghua Ma, Dan Pei	0
5	LLM-Augmented Ticket Aggregation for Low-cost Mobile OS Defect Resolution 2025 ·Yongqian Sun, (unknown), (unknown), (unknown), (unknown), (unknown), Shenglin Zhang, (unknown), (unknown), Hua Wei, Dan Pei	0
6	FlowXpert: Expertizing Troubleshooting Workflow Orchestration with Knowledge Base and Multi-Agent Coevolution 2025 ·(unknown), (unknown), Jingya Wang, (unknown), Shenglin Zhang, (unknown), (unknown), Yongqian Sun, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Dan Pei	0
7	Privacy-preserving MTS anomaly detection for network devices through federated learning 2024 ·Information Sciences ·Shenglin Zhang, Ting Xu, (unknown), Yongqian Sun, (unknown), (unknown), Dan Pei	0
8	Supervised Fine-Tuning for Unsupervised KPI Anomaly Detection for Mobile Web Systems 2024 ·(unknown), Shenglin Zhang, (unknown), (unknown), (unknown), (unknown), (unknown), Xidao Wen, Dan Pei	2
9	Diagnosing Performance Issues for Large-Scale Microservice Systems With Heterogeneous Graph 2024 ·IEEE Transactions on Services Computing ·Tao Lei, (unknown), Shenglin Zhang, (unknown), (unknown), (unknown), Zeyan Li, (unknown), Hucheng Xie, (unknown), (unknown), (unknown), Dan Pei	3
10	Efficient Multivariate Time Series Anomaly Detection through Transfer Learning for Large-Scale Software Systems 2024 ·ACM Transactions on Software Engineering and Methodology ·Yongqian Sun, (unknown), Shenglin Zhang, (unknown), (unknown), (unknown), Yuzhi Zhang, Dan Pei, (unknown), Liping Hou	1
11	Research on Hydrogen-Induced Induced Cracking Sensitivity of X80 Pipeline Steel under Different Heat Treatments 2024 ·Materials ·(unknown), Chunyan Yan, Shenglin Zhang, (unknown), (unknown), (unknown)	6
12	Giving Every Modality a Voice in Microservice Failure Diagnosis via Multimodal Adaptive Optimization 2024 ·Tao Lei, Shenglin Zhang, (unknown), Jinrui Sun, Minghua Ma, (unknown), Yongqian Sun, (unknown), Yuzhi Zhang, Dan Pei	2
13	End-to-End AutoML for Unsupervised Log Anomaly Detection 2024 ·Shenglin Zhang, (unknown), (unknown), Xiaohui Nie, (unknown), Minghua Ma, Yongqian Sun, Dan Pei	0
14	No More Data Silos: Unified Microservice Failure Diagnosis With Temporal Knowledge Graph 2024 ·IEEE Transactions on Services Computing ·Shenglin Zhang, (unknown), (unknown), (unknown), Yongqian Sun, (unknown), (unknown), Junhua Kuang, Bolin Zhu, (unknown), (unknown), Dan Pei	1
15	ART: A Unified Unsupervised Framework for Incident Management in Microservice Systems 2024 ·Yongqian Sun, (unknown), (unknown), Minghua Ma, (unknown), Shenglin Zhang, Dan Pei	2
16	Robust Failure Diagnosis of Microservice System Through Multimodal Data 2023 ·IEEE Transactions on Services Computing ·Shenglin Zhang, (unknown), (unknown), Yongqian Sun, (unknown), (unknown), (unknown), (unknown), Minghua Ma, (unknown), (unknown), (unknown), Dan Pei	33
17	Assess and Summarize: Improve Outage Understanding with Large Language Models 2023 ·(unknown), Shenglin Zhang, Minghua Ma, (unknown), Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang	21
18	LogSummary: Unstructured Log Summarization for Software Systems 2023 ·IEEE Transactions on Network and Service Management ·Weibin Meng, (unknown), Yuzhe Zhang, Ying Liu, Shenglin Zhang, Shimin Tao, (unknown), Tao Han, (unknown), En Wang, Yuzhi Zhang, Dan Pei	8
19	Detecting Outlier Machine Instances Through Gaussian Mixture Variational Autoencoder With One Dimensional CNN 2021 ·IEEE Transactions on Computers ·Ya Su, Youjian Zhao, Ming Sun, Shenglin Zhang, Xidao Wen, (unknown), Xian Liu, (unknown), (unknown), Wenfei Wu, Dan Pei	30
20	Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks 2020 ·IEEE Access ·Shenglin Zhang, Ying Liu, Weibin Meng, (unknown), Sen Yang, Yongqian Sun, Dan Pei, Jun Xu, Yuzhi Zhang, (unknown), Ming Zhang	15

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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