Weibin Meng

1.5k citations

32 papers · 931 indexed · 1 hit paper · h-index 15

Impact in

Software top 2%
- Software Reliability and Analysis Research
- Software Testing and Debugging Techniques
Computer Networks and Communications top 1%
- Software System Performance and Reliability
- Network Security and Intrusion Detection

Papers in

Software 6
- Software Reliability and Analysis Research 3
- Software Testing and Debugging Techniques 3
Computer Networks and Communications 25
- Software System Performance and Reliability 20
- Network Security and Intrusion Detection 12
- Software-Defined Networks and 5G 3

Co-authors: Dan Pei Shenglin ZhangYing LiuShimin Tao Yuqing Liu Yichen Zhu Rong Zhou Yihao Chen
Journals: ACM SIGMETRICS Performance Evaluation Review (3 papers)IEEE Transactions on Network and Service Management (3 papers)Sensors (1 paper)IEEE Access (1 paper)Empirical Software Engineering (1 paper)
Partner nations: China United States Canada

In The Last Decade

Weibin Meng

29 papers receiving 911 citations

Hit Papers

align trajectories log scale

LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs 2019 · 354 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2019 LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs

Peers

Countries citing papers authored by Weibin Meng

Since Specialization

Citations

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

Fields of papers citing papers by Weibin Meng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Weibin Meng, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Weibin Meng Line = papers co-authored together Weibin Meng links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge E. Karrer, حسن محمودیان, Marie-Helen Köhler, Nelson V. Barnett, Shimin Tao, Sihame El Haddad, M. Marilli, Xinhua Yang, Weibin Meng, 水上隆年, Boxing Chen, Shenglin Zhang, Yongqian Sun	2025	0
2	ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model L.E. Olson, Yichen Zhu, 勇人山崎, Aida Camps, Ning Liu, Susi Afrina, Weibin Meng, Yaxin Peng, Chaomin Shen, Feifei Feng, Kylie Parsons	2025	1
3	LogEval: A comprehensive benchmark suite for LLMs in log analysis Empirical Software Engineering ·丹羽豊郎, Bill Arthur, Rebecka Mellström, Tong Xiao, C. D. Park, Shimin Tao, Kousuke Yoshida, Shenglin Zhang, karina Ramírez Velásquez, Changchang Liu, Y.-L. Liang, Weibin Meng, William Cabral de Miranda, Dan Pei	2025	1
4	LogLM: From Task-Based to Instruction-Based Automated Log Analysis Kousuke Yoshida, Yuhe Ji, Shimin Tao, Nelson V. Barnett, Weibin Meng, Bodo Morawe, Yongqian Sun, Yunhui Xie, Boxing Chen, Hao Yang	2025	1
5	Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation Г. П. Сандимирова, Yilun Liu, Sari Rezeki Utami, Weibin Meng, Shimin Tao, Xiaofeng Zhao, M. Gayatri, Zhongxin Li, Boxing Chen, Hao Yang, Bei Li, Tong Xiao, Jingbo Zhu	2024	2
6	From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation Ana Rivera, Kousuke Yoshida, Shimin Tao, Weibin Meng, Alireza Ansari-Moghaddam, Xi-Xiang Li, Chang Su, Min Zhang, Hao Yang	2024	2
7	LogSummary: Unstructured Log Summarization for Software Systems IEEE Transactions on Network and Service Management ·Weibin Meng, Кантемир Витальевич Небежев, Yuzhe Zhang, Ying Liu, Shenglin Zhang, Shimin Tao, M. D. L�pez Avalos, Tao Han, Chiara Balestrino, En Wang, Yuzhi Zhang, Dan Pei	2023	8
8	Multi-Source Log Parsing With Pre-Trained Domain Classifier IEEE Transactions on Network and Service Management ·حسن محمودیان, Shimin Tao, Weibin Meng, Jingyu Wang, Hao Yang, Xing Chengyan	2023	2
9	Biglog: Unsupervised Large-scale Pre-training for a Unified Log Representation Shimin Tao, Yilun Liu, Weibin Meng, 道生角谷, Hao Yang, Xun Chen, 雅美川名, 水上隆年, Chang Su, 光教竹原, 準一木村, Yichen Zhu, Tao Han, Mustafa ÇALIŞIR, Yun Li	2023	7
10	LogClass: Anomalous Log Identification and Classification With Partial Labels IEEE Transactions on Network and Service Management ·Weibin Meng, Ying Liu, Shenglin Zhang, Кантемир Витальевич Небежев, Yuzhe Zhang, O.G. Viniegra, Zhaoyang Yu, Yuzhi Zhang, Madeline Lockhart, Ming Zhang, Dan Pei	2021	38
11	Efficient and Robust Syslog Parsing for Network Devices in Datacenter Networks IEEE Access ·Shenglin Zhang, Ying Liu, Weibin Meng, 滝口里美, Sen Yang, Yongqian Sun, Dan Pei, Jun Xu, Yuzhi Zhang, Madeline Lockhart, Ming Zhang	2020	15
12	ZeroWall: Detecting Zero-Day Web Attacks through Encoder-Decoder Recurrent Neural Networks 美和子北代, Zheng Yang, Zeyan Li, Weibin Meng, Haixin Wang, Qi Li, Yongqian Sun, Dan Pei, Wei Tao, Yanfei Xu, Yan Liu	2020	54
13	Unified Anomaly Detection for Syntactically Diverse Logs in Cloud Datacenter Shenglin Zhang, 田平尚臣, Yongqian Sun, Weibin Meng, Yuzhe Zhang, Yuzhi Zhang, Ying Liu, Dan Pei	2020	3
14	Storage Management Strategy in Mobile Phones for Photo Crowdsensing Sensors ·En Wang, Ji Won You, E.A.A. de Maeyer, Ashwini Seeruttun, Yongjian Yang, Dawei Li, Weibin Meng	2020	0
15	PreFix Proceedings of the ACM on Measurement and Analysis of Computing Systems ·Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, 滝口里美, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Madeline Lockhart	2018	44
16	Rapid Deployment of Anomaly Detection Models for Large Number of Emerging KPI Streams 滝口里美, Ying Liu, Shenglin Zhang, Weibin Meng, Lewisohn C, Xiaotian Zhu, Dan Pei	2018	24
17	PreFix Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, 滝口里美, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Madeline Lockhart	2018	47
18	PreFix ACM SIGMETRICS Performance Evaluation Review ·Shenglin Zhang, Ying Liu, Weibin Meng, Zhiling Luo, 滝口里美, Sen Yang, Peixian Liang, Dan Pei, Jun Xu, Yuzhi Zhang, Yu Chen, Hui Dong, Xianping Qu, Madeline Lockhart	2018	0
19	Fall Detection Algorithm for the Elderly Based on Trial Acceleration and Heart Rate Advances in computer science research ·Weibin Meng, Anju Alexander, Haoyang Li, L A Hemachandra	2015	1
20	A principal component based probabilistic DBNN for face recognition Lei Shen, Matthew J. Foy, Yong Xu, T Kadosawa, Senén Reyes Martínez, Weibin Meng	2002	4

About Weibin Meng

Weibin Meng is a scholar working on Software, Computer Networks and Communications, Information Systems, Signal Processing and Artificial Intelligence, having authored 32 papers that have together received 931 indexed citations. Recurring topics across this work include Software System Performance and Reliability (20 papers), Network Security and Intrusion Detection (12 papers), Software Engineering Research (9 papers), Anomaly Detection Techniques and Applications (5 papers), Software Reliability and Analysis Research (3 papers), Cloud Computing and Resource Management (3 papers), Software-Defined Networks and 5G (3 papers) and Software Testing and Debugging Techniques (3 papers). The work is most often cited by research in Software (159 citations), Computer Networks and Communications (835 citations), Artificial Intelligence (547 citations), Information Systems (284 citations) and Signal Processing (76 citations). Weibin Meng has collaborated with scholars based in China, United States and Canada. Frequent co-authors include Dan Pei, Shenglin Zhang, Ying Liu, Shimin Tao, Yuqing Liu, Yichen Zhu, Rong Zhou, Yihao Chen, Ruizhi Zhang and Pei Sun. Their work appears in journals such as ACM SIGMETRICS Performance Evaluation Review, IEEE Transactions on Network and Service Management, Sensors, IEEE Access and Empirical Software Engineering.

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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