Michael R. Lyu

Source:{{Cite web |title=https://ieeexplore.ieee.org/author/37271654600 |url=https://ieeexplore.ieee.org/author/37271654600 |archive-url=http://web.archive.org/web/20230627182709/https://ieeexplore.ieee.org/author/37271654600 |archive-date=2023-06-27 |access-date=2024-12-27 |website=ieeexplore.ieee.org |language=en-US}}

• B.S. in Electrical Engineering from National Taiwan University (1981).
• M.S. in Computer Science from the University of California, Santa Barbara (1985).
• Ph.D. in Computer Science from the University of California, Los Angeles (1988).

Lyu's research encompasses software engineering, dependable computing, distributed systems, cloud computing, mobile networking, big data, and machine learning. He has participated in over 30 industrial projects, contributing to the development of numerous commercial systems and software tools. He has published over 700 refereed journal and conference papers.{{Cite web |last=Lyu |date=27 June 2024 |title=Michael R. Lyu |url=https://www.cse.cuhk.edu.hk/lyu/ |access-date=26 December 2024 |website=cuhk.edu.hk}}

• Technical Staff Member at Jet Propulsion Laboratory (1988–1990).
• Assistant Professor in the Electrical and Computer Engineering Department at the University of Iowa (1990–1992).
• Member of Technical Staff in the Applied Research Area of Bell Communications Research, Bellcore (1992–1995).
• Research Member of Technical Staff at Bell Laboratories, part of AT&T and later Lucent Technologies (1995–1997).
• Joined CUHK in 1997, serving as Associate Professor (1997–2001) and Professor (2002–present).

Lyu initiated the first International Symposium on Software Reliability Engineering (ISSRE) in 1990 and has served as Program Chair for ISSRE'96, Program co-Chair for WWW'10, General Chair for ISSRE'01, and General co-Chair for PRDC'05. He has also served on the editorial boards of several prestigious journals, including IEEE Transactions on Reliability, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Services Computing, and ACM Transactions on Software Engineering Methodology (TOSEM). Lyu is also on the Steering Committees of the International Workshop on Cloud Intelligence / AIOps (AIOps'25) co-located with ICSE'25 and was also for '23, ASPLOS '24, and MLSys'22.{{Cite web |title=Organizers |url=https://cloudintelligenceworkshop.org/organizers.html |access-date=2024-12-27 |website=cloudintelligenceworkshop.org |language=en}}

Source:

• IEEE Fellow (2004)
• AAAS Fellow (2007)
• Croucher Senior Research Fellow (2008){{Cite web |title=Michael Lyu |url=https://croucher.org.hk/en/fellows-and-scholars/michael-lyu-rung-tsong |access-date=2024-12-27 |website=Croucher Foundation |language=en}}
• IEEE Reliability Society Engineer of the Year (2010)
• ACM Fellow (2015)
• China Computer Federation Overseas Outstanding Contributions Award (2018)
• The 13th Guanghua Engineering Science and Technology Award (2020){{Cite web |title=SIGIR 2020 |url=https://sigir.org/sigir2020/awards/ |access-date=2025-03-02 |website=sigir.org |language=en}}
• Fellow of the Hong Kong Academy of Engineering Sciences (2021)

• Software Fault Tolerance (Wiley, 1995){{Cite web |title=Software Fault Tolerance |url=https://www.cse.cuhk.edu.hk/~lyu/book/sft/index.html |archive-url=http://web.archive.org/web/20240225012906/https://www.cse.cuhk.edu.hk/~lyu/book/sft/index.html |archive-date=2024-02-25 |access-date=2024-12-27 |website=www.cse.cuhk.edu.hk}}
• Handbook of Software Reliability Engineering (IEEE and McGraw-Hill, 1996){{Cite web |date=18 September 2019 |title=Handbook of Software Reliability Engineering |url=https://www.cse.cuhk.edu.hk/~lyu/book/reliability/index.html |access-date=26 December 2024 |website=cuhk.edu.hk}}
• Machine Learning: Modeling Data Locally and Globally (Springer, 2008){{Cite book |title=Amazon.com |isbn=978-3540794516 |language=en-us |last1=Huang |first1=Kai-Zhu |last2=Yang |first2=Haiqin |last3=Lyu |first3=Michael R. |date=29 July 2008 |publisher=Springer }}
• More Than Semi-supervised Learning (LAP LAMBERT Academic Publishing, 2010){{Cite book |title=Amazon.com |isbn=978-3843379106 |language=en-us |last1=Xu |first1=Zenglin |last2=King |first2=Irwin |last3=Lyu |first3=Michael R. |date=December 2010 |publisher=Lap Lambert Academic Publishing GmbH KG }}
• Sparse Learning Under Regularization Framework (LAP LAMBERT Academic Publishing, 2011)
• QoS Management of Web Services (Springer, 2013){{Cite journal |last1=Zhang |first1=Yilei |last2=Lyu |first2=Michael R. |date=2017 |title=QoS Prediction in Cloud and Service Computing |url=https://link.springer.com/book/10.1007/978-981-10-5278-1 |journal=SpringerBriefs in Computer Science |language=en |doi=10.1007/978-981-10-5278-1 |isbn=978-981-10-5277-4 |issn=2191-5768}}
• QoS Prediction in Cloud and Service Computing (Springer, 2017){{Cite journal |last1=Zhang |first1=Yilei |last2=Lyu |first2=Michael R. |date=2017 |title=QoS Prediction in Cloud and Service Computing |url=https://link.springer.com/book/10.1007/978-981-10-5278-1 |journal=SpringerBriefs in Computer Science |language=en |doi=10.1007/978-981-10-5278-1 |isbn=978-981-10-5277-4 |issn=2191-5768}}

• [Highlights from 30 years of ISSRE (2019)] A Coverage Analysis Tool for the Effectiveness of Software Testing (ISSRE'93){{Cite web |title=ISSRE 2023 |url=https://issre.github.io/2023/about_30-years.html |access-date=2024-12-27 |website=issre.github.io}}
• [Highlights from 30 years of ISSRE (2019)] A Novel Method for Early Software Quality Prediction Based on Support Vector Machine (ISSRE'05){{Cite web |title=ISSRE 2023 |url=https://issre.github.io/2023/about_30-years.html |access-date=2024-12-27 |website=issre.github.io}}
• [CIKM Test of Time Award (2019)] SoRec: Social Recommendation Using Probabilistic Matrix Factorization (CIKM'08){{Cite web |title=CIKM Test of Time Award |url=http://www.cikmconference.org/cikmToTA.html |access-date=2024-12-27 |website=www.cikmconference.org}}
• [SIGIR Test of Time Award (2020)] Learning to Recommend with Social Trust Ensemble (SIGIR'09){{Cite web |title=SIGIR Test of Time Award {{!}} SIGIR |url=https://sigir.org/awards/test-of-time-awards/ |access-date=2024-12-27 |language=en-US}}
• [ACM SIGSOFT Distinguished Paper Award (2010)] Collaborative Reliability Prediction for Service-Oriented Systems (ICSE'10){{Cite web |title=SIGSOFT - ACM Special Interest Group on Software Engineering |url=https://www.sigsoft.org/awards/distinguishedPaperAward.html |access-date=2024-12-27 |website=www.sigsoft.org |language=en}}
• [WSDM Test of Time Award (2022)] Recommender systems with social regularization (WSDM'11){{Cite web |date=2022-01-27 |title=WSDM Test of Time Award |url=https://www.wsdm-conference.org/2022/timetable/event/wsdm-awards-program-test-of-time-presentation/ |access-date=2024-12-27 |website=WSDM'22 |language=en-US}}
• [Vannevar Bush Best Paper Award (2012)] Modeling and Exploiting Heterogeneous Bibliographic Networks for Expertise Ranking (JCDL'12){{Cite web |last=Kelly |first=M |title=Vannevar Bush Best Paper Award |url=https://www.jcdl.org/awards.php |access-date=26 December 2024 |website=Joint Conference on Digital Libraries}}
• [Highlights from 30 years of ISSRE (2019)] Experience Report: System Log Analysis for Anomaly Detection (ISSRE'16){{Cite web |title=ISSRE 2023 |url=https://issre.github.io/2023/about_30-years.html |access-date=2024-12-27 |website=issre.github.io}}
• [ACM SIGSOFT Distinguished Paper Award (2023)] Generative Type Inference for Python (ASE'23){{Cite web |title=Generative Type Inference for Python (ASE 2023 - Research Papers) - ASE 2023 |url=https://conf.researchr.org/details/ase-2023/ase-2023-papers/12/Generative-Type-Inference-for-Python |access-date=2024-12-27 |website=conf.researchr.org}}
• [ICLR 2024 Oral (86/7404, 1.16%)] On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs (ICLR'24){{Cite journal |last1=Huang |first1=Jen-tse |last2=Wang |first2=Wenxuan |last3=Li |first3=Eric John |last4=Lam |first4=Man Ho |last5=Ren |first5=Shujie |last6=Yuan |first6=Youliang |last7=Jiao |first7=Wenxiang |last8=Tu |first8=Zhaopeng |last9=Lyu |first9=Michael |date=2023-10-13 |title=On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs |url=https://openreview.net/forum?id=H3UayAQWoE |language=en}}

• On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs (ICLR'24){{Cite web |title= |url=https://www.cse.cuhk.edu.hk/lyu/_media/conference/jhuang_iclr2024_on.pdf |archive-url=http://web.archive.org/web/20240726193205/http://www.cse.cuhk.edu.hk/lyu/_media/conference/jhuang_iclr2024_on.pdf |archive-date=2024-07-26 |access-date=2024-12-27 |website=www.cse.cuhk.edu.hk}}
• Generative Type Inference for Python (ASE'23)https://www.cse.cuhk.edu.hk/lyu/_media/conference/ypeng_ase2023_generative.pdf?id=home&cache=cache
• ARCLIN: Automated API Mention Resolution for Unformatted Texts (ICSE'22){{Cite web |title= |url=https://www.cse.cuhk.edu.hk/lyu/_media/conference/yhuo_icse2022_arclin.pdf |archive-url=http://web.archive.org/web/20230805014137/https://www.cse.cuhk.edu.hk/lyu/_media/conference/yhuo_icse2022_arclin.pdf |archive-date=2023-08-05 |access-date=2024-12-27 |website=www.cse.cuhk.edu.hk}}
• A Survey on Automated Log Analysis for Reliability Engineering (ACM Computing Surveys'21){{Cite web |title= |url=https://www.cse.cuhk.edu.hk/lyu/_media/journal/she_compsurv2021_a.pdf |archive-url=http://web.archive.org/web/20230805015447/http://www.cse.cuhk.edu.hk/lyu/_media/journal/she_compsurv2021_a.pdf |archive-date=2023-08-05 |access-date=2024-12-27 |website=www.cse.cuhk.edu.hk}}
• Online App Review Analysis for Identifying Emerging Issues (ICSE'18){{Cite web |title= |url=https://www.cse.cuhk.edu.hk/lyu/_media/conference/cgao_icse2018_online.pdf |archive-url=http://web.archive.org/web/20230805020719/https://www.cse.cuhk.edu.hk/lyu/_media/conference/cgao_icse2018_online.pdf |archive-date=2023-08-05 |access-date=2024-12-27 |website=www.cse.cuhk.edu.hk}}
• Learning to Rank Using Localized Geometric Mean Metrics (SIGIR'17){{Cite web |title= |url=https://www.cse.cuhk.edu.hk/lyu/_media/conference/ysu_sigir2017_learning.pdf |archive-url=http://web.archive.org/web/20230805013855/https://www.cse.cuhk.edu.hk/lyu/_media/conference/ysu_sigir2017_learning.pdf |archive-date=2023-08-05 |access-date=2024-12-27 |website=www.cse.cuhk.edu.hk}}
• DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions (FSE'16){{Cite web |title= |url=https://www.cse.cuhk.edu.hk/lyu/_media/conference/ykang_fse2016_diagdroid.pdf |archive-url=http://web.archive.org/web/20230805015229/http://www.cse.cuhk.edu.hk/lyu/_media/conference/ykang_fse2016_diagdroid.pdf |archive-date=2023-08-05 |access-date=2024-12-27 |website=www.cse.cuhk.edu.hk}}
• Learning to Log: Helping Developers Make Informed Logging Decisions (ICSE'15){{Cite web |title= |url=https://www.cse.cuhk.edu.hk/lyu/_media/conference/jzhu_icse2015_learning.pdf |archive-url=http://web.archive.org/web/20230805014600/https://www.cse.cuhk.edu.hk/lyu/_media/conference/jzhu_icse2015_learning.pdf |archive-date=2023-08-05 |access-date=2024-12-27 |website=www.cse.cuhk.edu.hk}}

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Category:Living people

Category:Chinese software engineers

Category:Academic staff of the Chinese University of Hong Kong

Category:Chinese computer scientists

Category:Year of birth missing (living people)