World's Best Scientists 2026 revealed!
Award Badge
Computer Science
China
2026

D-Index & Metrics

Computer Science

D-Index
114
Citations
50851
World Ranking
193
National Ranking
25

Research.com Recognitions

  • 2026 - Research.com Computer Science in China Leader Award
  • 2025 - Research.com Computer Science in China Leader Award
  • 2023 - Research.com Computer Science in China Leader Award
  • 2022 - Research.com Computer Science in China Leader Award
  • 2015 - ACM Fellow For contributions to the theory and practice of software reliability engineering.
  • 2006 - Fellow of the American Association for the Advancement of Science (AAAS)
  • 2004 - IEEE Fellow For contributions to software reliability engineering and software fault tolerance.

Overview

Michael R. Lyu is affiliated with the Chinese University of Hong Kong in China. Their research spans a broad range of topics primarily within computer science, with a strong focus on software reliability and engineering.

Their main field of study is Computer Science, supported by over 500 publications. Key subfields within their work include Artificial Intelligence, Information Systems, Computer Networks and Communications, Computer Vision and Pattern Recognition, and Software.

The main topics covered in their research are:

  • Software Engineering Research
  • Topic Modeling
  • Software System Performance and Reliability
  • Natural Language Processing Techniques
  • Web Data Mining and Analysis
  • Software Testing and Debugging Techniques
  • Advanced Malware Detection Techniques

Michael R. Lyu has published extensively across various scholarly venues. Frequent publication venues include:

  • arXiv (Cornell University)
  • ACM Transactions on Software Engineering and Methodology
  • Proceedings of the ACM on software engineering.
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • IEEE Transactions on Software Engineering

Recent representative papers authored or co-authored by Michael R. Lyu include:

  • "Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks," 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • "A Survey on Automated Log Analysis for Reliability Engineering," 2021, ACM Computing Surveys
  • "Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network," 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • "Improving Adversarial Transferability via Neuron Attribution-based Attacks," 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence," 2022, Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Their frequent collaborators include:

  • Irwin King
  • Yuxin Su
  • Yintong Huo
  • Cuiyun Gao
  • Yichen Li

Michael R. Lyu has received recognition in the form of fellowships. They were named an ACM Fellow in 2015, for contributions to the theory and practice of software reliability engineering. They are also a Fellow of the American Association for the Advancement of Science (AAAS) since 2006 and an IEEE Fellow since 2004, acknowledging their work in software reliability engineering and software fault tolerance.

Best Publications

  • Recommender systems with social regularization

    Hao Ma;Dengyong Zhou;Chao Liu;Michael R. Lyu

  • SoRec: social recommendation using probabilistic matrix factorization

    Hao Ma;Haixuan Yang;Michael R. Lyu;Irwin King

  • Learning to recommend with social trust ensemble

    Hao Ma;Irwin King;Michael R. Lyu

  • QoS-Aware Web Service Recommendation by Collaborative Filtering

    Zibin Zheng;Hao Ma;M R Lyu;I King

  • A hybrid particle swarm optimization-back-propagation algorithm for feedforward neural network training

    Jing-Ru Zhang;Jun Zhang;Tat-Ming Lok;Michael R. Lyu

  • Drain: An Online Log Parsing Approach with Fixed Depth Tree

    Pinjia He;Jieming Zhu;Zibin Zheng;Michael R. Lyu

  • Fused matrix factorization with geographical and social influence in location-based social networks

    Chen Cheng;Haiqin Yang;Irwin King;Michael R. Lyu

  • Effective missing data prediction for collaborative filtering

    Hao Ma;Irwin King;Michael R. Lyu

  • WSRec: A Collaborative Filtering Based Web Service Recommender System

    Zibin Zheng;Hao Ma;Michael R. Lyu;Irwin King

  • Where you like to go next: successive point-of-interest recommendation

    Chen Cheng;Haiqin Yang;Michael R. Lyu;Irwin King

  • Experience Report: System Log Analysis for Anomaly Detection

    Shilin He;Jieming Zhu;Pinjia He;Michael R. Lyu

  • Batch mode active learning and its application to medical image classification

    Steven C. H. Hoi;Rong Jin;Jianke Zhu;Michael R. Lyu

  • Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization

    Zibin Zheng;Hao Ma;M. R. Lyu;Irwin King

  • Tools and benchmarks for automated log parsing

    Jieming Zhu;Shilin He;Jinyang Liu;Pinjia He

  • A comprehensive method for multilingual video text detection, localization, and extraction

    M.R. Lyu;Jiqiang Song;Min Cai

  • Investigating QoS of Real-World Web Services

    Zibin Zheng;Yilei Zhang;Michael R. Lyu

  • Distributed QoS Evaluation for Real-World Web Services

    Zibin Zheng;Yilei Zhang;Michael R. Lyu

  • Software Fault Tolerance

    Michael R. Lyu

  • Software Defect Prediction via Convolutional Neural Network

    Jian Li;Pinjia He;Jieming Zhu;Michael R. Lyu

  • Software Reliability Engineering: A Roadmap

    M.R. Lyu

  • Discriminative Semi-Supervised Feature Selection Via Manifold Regularization

    Zenglin Xu;Irwin King;Michael Rung-Tsong Lyu;Rong Jin

  • Handbook of software reliability engineering

    Michael R. Lyu

  • QoS-Aware Web Service Recommendation via Collaborative Filtering

    Xi Chen;Zibin Zheng;Michael R. Lyu

Frequent Co-Authors

Irwin King
Irwin King Chinese University of Hong Kong
Steven C. H. Hoi
Steven C. H. Hoi Alibaba Group (China)
Zenglin Xu
Zenglin Xu Harbin Institute of Technology
Jianke Zhu
Jianke Zhu Zhejiang University
Kaizhu Huang
Kaizhu Huang Duke Kunshan University
Hao Ma
Hao Ma Facebook (United States)
Jiangchuan Liu
Jiangchuan Liu Simon Fraser University
Rong Jin
Rong Jin Alibaba Group (China)
Edith C.-H. Ngai
Edith C.-H. Ngai University of Hong Kong
Sy-Yen Kuo
Sy-Yen Kuo National Taiwan University

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring online learning options has never been more valuable for aspiring computer scientists. Many students now pursue related subjects through flexible online programs. For those interested in foundational theory, an online theoretical physics degree can complement a computer science background, offering advanced problem-solving and analytical skills.

Data science remains a hot field, and finding the cheapest master in data science helps students save on costs while gaining valuable skills in analytics, machine learning, and big data. Engineering is another in-demand area; top choices include accredited online electrical engineering programs that provide practical knowledge directly applicable to technology careers.

Certifications can also boost employability and salary potential. Many professionals pursue certifications that pay well to quickly expand their credentials and enter high-paying tech roles. Researching these pathways offers diverse options beyond traditional degrees, helping you shape a unique and competitive career in the tech industry.

Best Scientists Citing Michael R. Lyu

Trending Scientists

Recently Published Articles