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| - | Michael R. Lyu | + | Michael R. Lyu |
| - | 呂榮聰 Professor and Chairman | + | 呂榮聰 |
| </font> | </font> | ||
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| - | B.Sc. (National Taiwan University), M.Sc. (UC Santa Barbara), Ph.D. (UCLA)\\ | + | B.Sc. (National Taiwan University), M.Sc. (UC Santa Barbara), Ph.D. (UCLA) \\ |
| + | **[[http://www.cuhk.edu.hk/ipro/pressrelease/040207e.htm|IEEE Fellow (2004)]]** \\ | ||
| + | **[[https://www.cuhk.edu.hk/ipro/pressrelease/061218e.htm|AAAS Fellow (2007)]]** \\ | ||
| + | **[[http://www.cuhk.edu.hk/cpr/pressrelease/080327e.htm|Croucher Senior Research Fellow (2008)]]** \\ | ||
| + | **[[http://www.cpr.cuhk.edu.hk/en/press_detail.php?id=969&s=ieee|IEEE Reliability Society Engineer of the Year (2010)]]** \\ | ||
| + | **[[http://www.cpr.cuhk.edu.hk/en/press_detail.php?id=2148|ACM Fellow (2015)]]** \\ | ||
| + | **[[https://www.ccf.org.cn/c/2018-09-13/652361.shtml|China Computer Federation (CCF) Overseas Outstanding Contributions Award (2018)]]** \\ | ||
| + | **[[https://www.cse.cuhk.edu.hk/en/achievement/professor-and-research-staff/1318-prof-lyu-rung-tsong-michael-is-awarded-choh-ming-li-professor-of-computer-science-and-engineering|Choh-Ming Li Professor of Computer Science and Engineering (2020)]] ** \\ | ||
| + | **[[https://www.cpr.cuhk.edu.hk/en/press_detail.php?1=1&id=3374&t=|The 13th Guanghua Engineering Science and Technology Award (2020)]]** \\ | ||
| + | **[[http://www.hkaes.org/?page_id=5727|HKAES Fellow (2021)]]** \\ | ||
| - | **[[http://www.cuhk.edu.hk/ipro/pressrelease/040207e.htm|IEEE Fellow (2004)]]**; \\ **[[http://translate.itsc.cuhk.edu.hk/gb/www.cuhk.edu.hk/ipro/pressrelease/061218e.htm|AAAS Fellow (2007)]]**;\\ **[[http://www.cuhk.edu.hk/cpr/pressrelease/080327e.htm|Croucher Senior Research Fellow (2008)]]**; \\ **[[http://www.cpr.cuhk.edu.hk/en/press_detail.php?id=969&s=ieee|IEEE Reliability Society Engineer of the Year (2010)]]**; \\ **[[http://www.cpr.cuhk.edu.hk/en/press_detail.php?id=2148|ACM Fellow (2015)]]**; \\ **[[https://www.ccf.org.cn/c/2018-09-13/652361.shtml|China Computer Federation (CCF) Overseas Outstanding Contributions Award (2018)]]** | ||
| - | + | Office: +(852) 3943 8429\\ Fax: +(852) 2603 5024\\ Email: <lyu@cse.cuhk.edu.hk> | |
| - | Office: +(852) 3943 8442\\ Fax: +(852) 2603 5024\\ Email: <lyu@cse.cuhk.edu.hk> | + | |
| \\ | \\ | ||
| - | Dr. Michael R. Lyu is currently a Professor and the Chairman of the [[http://www.cse.cuhk.edu.hk/|Computer Science and Engineering department]] in the [[http://www.cuhk.edu.hk|Chinese University of Hong Kong]]. He worked at the Jet Propulsion Laboratory as a Technical Staff Member from 1988 to 1990. From 1990 to 1992 he was with the Electrical and Computer Engineering Department at [[http://www.engineering.uiowa.edu/ece|the University of Iowa]] as an Assistant Professor. From 1992 to 1995, he was a Member of the Technical Staff in the Applied Research Area of the Bell Communications Research, [[https://journal.businesstoday.org/bt-online/2017/3/18/the-legacy-of-bellcore|Bellcore]]. From 1995 to 1997 he was a research Member of the Technical Staff at [[http://www.bell-labs.com/|Bell Laboratories]], which was first part of AT&T, and later became part of Lucent Technologies. | + | Prof. Michael R. Lyu is currently a Professor of the [[http://www.cse.cuhk.edu.hk/|Computer Science and Engineering department]] in the [[http://www.cuhk.edu.hk|Chinese University of Hong Kong]]. He worked at the Jet Propulsion Laboratory as a Technical Staff Member from 1988 to 1990. From 1990 to 1992 he was with the Electrical and Computer Engineering Department at [[http://www.engineering.uiowa.edu/ece|the University of Iowa]] as an Assistant Professor. From 1992 to 1995, he was a Member of the Technical Staff in the Applied Research Area of the Bell Communications Research, [[https://journal.businesstoday.org/bt-online/2017/3/18/the-legacy-of-bellcore|Bellcore]]. From 1995 to 1997 he was a research Member of the Technical Staff at [[http://www.bell-labs.com/|Bell Laboratories]], which was first part of AT&T, and later became part of Lucent Technologies. |
| - | Dr. Lyu's research interests include software engineering, dependable computing, distributed systems, cloud computing, mobile networking, big data, and machine learning. He has participated in more than 30 industrial projects in these areas, and helped to develop many commercial systems and software tools. He has been frequently invited as a keynote or tutorial speaker to conferences and workshops in U.S., Europe, and Asia. | + | Prof. Lyu's research interests include software engineering, dependable computing, distributed systems, cloud computing, mobile networking, big data, and machine learning. He has participated in more than 30 industrial projects in these areas, and helped to develop many commercial systems and software tools. He has been frequently invited as a keynote or tutorial speaker to conferences and workshops in U.S., Europe, and Asia. |
| - | Dr. Lyu has published over 500 refereed journal and conference papers in his research areas. He initiated the first International Symposium on Software Reliability Engineering (ISSRE) in 1990. He was the Program Chair for ISSRE'96, Program co-Chair for WWW10, General Chair for [[http://appsrv.cse.cuhk.edu.hk/~lyuwww/issre2001/index2.html|ISSRE'2001]], General co-Chair for PRDC'2005, and has served in program committees for many conferences. He is the editor for two book volumes: [[http://www.cse.cuhk.edu.hk/~lyu/book/sft/index.html|Software Fault Tolerance]], published by Wiley in 1995 and the [[http://www.cse.cuhk.edu.hk/~lyu/book/reliability/index.html|Handbook of Software Reliability Engineering]], published by IEEE and McGraw-Hill in 1996. These books have received an overwhelming response from both the academia and the industry. He was an Associate Editor of IEEE Transactions on Reliability, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Services Computing, and Journal of Information Science and Engineering. He is currently on the editorial board of IEEE Access, Wiley Software Testing, Verification and Reliability Journal (STVR), and ACM Transactions on Software Engineering Methodology (TOSEM). He was elected to [[http://www.ieee.org/fellows|IEEE Fellow]] (2004), [[http://www.aaas.org/aboutaaas/fellows/|AAAS Fellow]] (2007), and [[http://awards.acm.org/fellow/|ACM Fellow]] (2015) for his contributions to software reliability engineering and software fault tolerance. He was also named [[http://www.cuhk.edu.hk/cpr/pressrelease/080327e.htm|Croucher Senior Research Fellow]] in 2008 and [[http://www.cpr.cuhk.edu.hk/en/press_detail.php?id=969&s=ieee| IEEE Reliability Society Engineer of the Year]] in 2010. He was granted with [[https://www.ccf.org.cn/c/2018-09-13/652361.shtml|China Computer Federation (CCF) Overseas Outstanding Contributions Award]] in 2018. He was also named in [[https://www.aminer.cn/ai2000/|The AI 2000 Most Influential Scholars Annual List]] with three appearances. | + | Prof. Lyu has published over 680 refereed journal and conference papers in his research areas. He initiated the first International Symposium on Software Reliability Engineering (ISSRE) in 1990. He was the Program Chair for ISSRE'96, Program co-Chair for WWW'10, General Chair for [[http://appsrv.cse.cuhk.edu.hk/~lyuwww/issre2001/index2.html|ISSRE'01]], General co-Chair for PRDC'05, and has served in program committees for many conferences. He is the editor for two book volumes: [[http://www.cse.cuhk.edu.hk/~lyu/book/sft/index.html|Software Fault Tolerance]], published by Wiley in 1995 and the [[http://www.cse.cuhk.edu.hk/~lyu/book/reliability/index.html|Handbook of Software Reliability Engineering]], published by IEEE and McGraw-Hill in 1996. These books have received an overwhelming response from both the academia and the industry. He was an Associate Editor of IEEE Transactions on Reliability, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Services Computing, and Journal of Information Science and Engineering. He is currently on the editorial board of IEEE Access, Wiley Software Testing, Verification and Reliability Journal (STVR), and ACM Transactions on Software Engineering Methodology (TOSEM). He was elected to [[http://www.ieee.org/fellows|IEEE Fellow]] (2004), [[http://www.aaas.org/aboutaaas/fellows/|AAAS Fellow]] (2007), and [[http://awards.acm.org/fellow/|ACM Fellow]] (2015) for his contributions to software reliability engineering and software fault tolerance. He was also named [[http://www.cuhk.edu.hk/cpr/pressrelease/080327e.htm|Croucher Senior Research Fellow]] in 2008 and [[http://www.cpr.cuhk.edu.hk/en/press_detail.php?id=969&s=ieee| IEEE Reliability Society Engineer of the Year]] in 2010. He was granted with [[https://www.ccf.org.cn/c/2018-09-13/652361.shtml|China Computer Federation (CCF) Overseas Outstanding Contributions Award]] in 2018, [[https://www.cpr.cuhk.edu.hk/en/press_detail.php?1=1&id=3374&t=|The 13th Guanghua Engineering Science and Technology Award]] in 2020, and [[http://www.hkaes.org/?page_id=5727|Fellow of the Hong Kong Academy of Engineering Sciences (HKAES)]] in 2021. |
| - | Dr. Lyu received his B.S. in Electrical Engineering from [[http://www.ee.ntu.edu.tw/|National Taiwan University]] in 1981, his M.S. in Computer Science from [[http://www.cs.ucsb.edu/|University of California, Santa Barbara]], in 1985, and his Ph.D. in Computer Science from [[http://www.cs.ucla.edu/|University of California, Los Angeles]] in 1988. | + | Prof. Lyu received his B.S. in Electrical Engineering from [[http://www.ee.ntu.edu.tw/|National Taiwan University]] in 1981, his M.S. in Computer Science from [[http://www.cs.ucsb.edu/|University of California, Santa Barbara]], in 1985, and his Ph.D. in Computer Science from [[http://www.cs.ucla.edu/|University of California, Los Angeles]] in 1988. |
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| ===== Postgraduate Studentship Opportunity ===== | ===== Postgraduate Studentship Opportunity ===== | ||
| - | I am looking for strongly motivated students to join our research | + | I am looking for strongly motivated students to join our research |
| group in distributed systems, mobile networking, cloud computing, big | group in distributed systems, mobile networking, cloud computing, big | ||
| data, and software engineering. "Strive for excellence" is the key | data, and software engineering. "Strive for excellence" is the key | ||
| Line 38: | Line 45: | ||
| **/ | **/ | ||
| - | ===== Book Titles ===== | + | ===== Books ===== |
| | [[http://www.cse.cuhk.edu.hk/~lyu/book/reliability/index.html|{{:wiki:sre_cover_tiny.jpg?60}}]] |Handbook of Software Reliability Engineering |[[http://www.cse.cuhk.edu.hk/~lyu/book/sft/index.html|{{:wiki:sft_cover_tiny.jpg?60}}]] |Software Fault Tolerance |[[http://www.amazon.com/Management-Services-Advanced-Science-Technology/dp/364234206X |{{:wiki:zibinbook.jpg?60|}}]] |QoS Management of Web Services | [[http://appsrv.cse.cuhk.edu.hk/~lyuwww/dsn2011/|{{:wiki:dsn_2011.jpg?60|}}]] |DSN2011Proceedings | | | [[http://www.cse.cuhk.edu.hk/~lyu/book/reliability/index.html|{{:wiki:sre_cover_tiny.jpg?60}}]] |Handbook of Software Reliability Engineering |[[http://www.cse.cuhk.edu.hk/~lyu/book/sft/index.html|{{:wiki:sft_cover_tiny.jpg?60}}]] |Software Fault Tolerance |[[http://www.amazon.com/Management-Services-Advanced-Science-Technology/dp/364234206X |{{:wiki:zibinbook.jpg?60|}}]] |QoS Management of Web Services | [[http://appsrv.cse.cuhk.edu.hk/~lyuwww/dsn2011/|{{:wiki:dsn_2011.jpg?60|}}]] |DSN2011Proceedings | | ||
| | [[http://www.amazon.com/Sparse-Learning-Under-Regularization-Framework/dp/3844330305 |{{:wiki:haiqinbook.jpg?60|}}]] |Sparse Learning Under Regularization Framework |[[http://www.amazon.com/More-Than-Semi-supervised-Learning-Unlabeled/dp/3843379106 |{{:wiki:zenglinbook.jpg?60|}}]] |More Than Semi-supervised Learning |[[http://www.amazon.com/Machine-Learning-Modeling-Globally-Technology/dp/3540794514 |{{:wiki:kaizhubook.jpg?60|}}]] |Machine Learning: Modeling Data Locally and Globally |[[http://www.springer.com/gp/book/9789811052774|{{:wiki:yileibook.jpg?60|}}]] | QoS Prediction in Cloud and Service Computing | | | [[http://www.amazon.com/Sparse-Learning-Under-Regularization-Framework/dp/3844330305 |{{:wiki:haiqinbook.jpg?60|}}]] |Sparse Learning Under Regularization Framework |[[http://www.amazon.com/More-Than-Semi-supervised-Learning-Unlabeled/dp/3843379106 |{{:wiki:zenglinbook.jpg?60|}}]] |More Than Semi-supervised Learning |[[http://www.amazon.com/Machine-Learning-Modeling-Globally-Technology/dp/3540794514 |{{:wiki:kaizhubook.jpg?60|}}]] |Machine Learning: Modeling Data Locally and Globally |[[http://www.springer.com/gp/book/9789811052774|{{:wiki:yileibook.jpg?60|}}]] | QoS Prediction in Cloud and Service Computing | | ||
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| ===== Recent Paper Awards ===== | ===== Recent Paper Awards ===== | ||
| - | * {{:conference:hma_cikm2008.pdf|SoRec: Social Recommendation Using Probabilistic Matrix Factorization}} (CIKM'08) [CIKM 2019 Test of Time Award (2019)] [[http://www.cikmconference.org/cikmToTA.html|link]]\\ | + | * [[https://openreview.net/forum?id=H3UayAQWoE|[ICLR 2024 Oral (85/7304, 1.16%)]]] {{:conference:jhuang_iclr2024_who.pdf|On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs}} (ICLR'24) \\ |
| - | * {{:conference:slhe_issre16.pdf|Experience Report: System Log Analysis for Anomaly Detection}} (ISSRE'16) [ISSRE 30-year most influential papers (2019)] [[http://2019.issre.net/node/77|link]]\\ | + | * [[https://conf.researchr.org/details/ase-2023/ase-2023-papers/12/Generative-Type-Inference-for-Python|[ACM SIGSOFT Distinguished Paper Award (2023)]]] {{:conference:ypeng_ase2023_generative.pdf|Generative Type Inference for Python}} (ASE'23) \\ |
| - | * {{:publications:p71.pdf|Modeling and Exploiting Heterogeneous Bibliographic Networks for Expertise Ranking}} (JCDL'12) [Vannevar Bush Best Paper Award (2012)] [[https://www.jcdl.org/awards.php|link]]\\ | + | * [[https://www.wsdm-conference.org/2022/timetable/event/wsdm-awards-program-test-of-time-presentation/|[WSDM Test of Time Award (2022)]]] {{:conference:hma_wsdm2011_recommender.pdf|Recommender systems with social regularization}} (WSDM'11) \\ |
| - | * {{:paper:icse0061.pdf|Collaborative Reliability Prediction for Service-Oriented Systems}} (ICSE'10) [ACM Distinguished Paper Award (2010)] [[https://www.sigsoft.org/awards/distinguishedPaperAward.html|link]]\\ | + | * [[https://sigir.org/awards/test-of-time-awards/|[SIGIR Test of Time Award (2020)]]] {{:conference:hma_sigir2009_learning.pdf|Learning to Recommend with Social Trust Ensemble}} (SIGIR'09) \\ |
| - | * {{:conference:fxing_issre2005.pdf|A Novel Method for Early Software Quality Prediction Based on Support Vector Machine}} (ISSRE'05) [ISSRE 30-year most influential papers (2019)] [[http://2019.issre.net/node/77|link]]\\ | + | * [[http://www.cikmconference.org/cikmToTA.html|[CIKM Test of Time Award (2019)]]] {{:conference:hma_cikm2008_sorec.pdf|SoRec: Social Recommendation Using Probabilistic Matrix Factorization}} (CIKM'08) \\ |
| - | * {{:conference:lyu_issre1993.pdf|A Coverage Analysis Tool for the Effectiveness of Software Testing}} (ISSRE'93) [ISSRE 30-year most influential papers (2019)] [[http://2019.issre.net/node/77|link]]\\ | + | * [[https://issre.github.io/2023/about_30-years.html|[Highlights from 30 years of ISSRE (2019)]]] {{:conference:she_issre2016_experience.pdf|Experience Report: System Log Analysis for Anomaly Detection}} (ISSRE'16) \\ |
| + | * [[https://issre.github.io/2023/about_30-years.html|[Highlights from 30 years of ISSRE (2019)]]] {{:conference:fxing_issre2005_a.pdf|A Novel Method for Early Software Quality Prediction Based on Support Vector Machine}} (ISSRE'05) \\ | ||
| + | * [[https://issre.github.io/2023/about_30-years.html|[Highlights from 30 years of ISSRE (2019)]]] {{:conference:mlyu_issre1993_a.pdf|A Coverage Analysis Tool for the Effectiveness of Software Testing}} (ISSRE'93) \\ | ||
| + | * [[https://www.jcdl.org/awards.php|[Vannevar Bush Best Paper Award (2012)]]] {{:conference:hdeng_jcdl2012_modeling.pdf|Modeling and Exploiting Heterogeneous Bibliographic Networks for Expertise Ranking}} (JCDL'12) \\ | ||
| + | * [[https://www.sigsoft.org/awards/distinguishedPaperAward.html|[ACM SIGSOFT Distinguished Paper Award (2010)]]] {{:conference:zzheng_icse2010_collaborative.pdf|Collaborative Reliability Prediction for Service-Oriented Systems}} (ICSE'10) \\ | ||
| - | ===== Other Selected Publications ===== | + | ===== Selected Publications ===== |
| - | * {{:publications:cygao_icse2018.pdf|Online App Review Analysis for Identifying Emerging Issues}} (ICSE'18)\\ | + | * {{:conference:jhuang_iclr2024_who.pdf|On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs}} (ICLR'24)\\ |
| - | * {{:publications:xixianchen_icml17.pdf|Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data}} (ICML'17)\\ | + | * {{:conference:ypeng_ase2023_generative.pdf|Generative Type Inference for Python}} (ASE'23)\\ |
| - | * {{:publications:yxsu_sigir17.pdf|Learning to Rank Using Localized Geometric Mean Metrics}} (SIGIR'17)\\ | + | * {{:conference:yhuo_icse2022_arclin.pdf|ARCLIN: Automated API Mention Resolution for Unformatted Texts}} (ICSE'22)\\ |
| - | * {{:publications:jmzhu_tpds_17.pdf|Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization}} (TPDS'17)\\ | + | * {{:journal:she_compsurv2021_a.pdf|A Survey on Automated Log Analysis for Reliability Engineering}} (ACM Computing Surveys'21)\\ |
| - | * {{:conference:ykang_fse16.pdf|DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions}} (FSE'16)\\ | + | * {{:conference:cgao_icse2018_online.pdf|Online App Review Analysis for Identifying Emerging Issues}} (ICSE'18)\\ |
| - | * {{:publications:jmzhu_icse2015.pdf|Learning to Log: Helping Developers Make Informed Logging Decisions}} (ICSE'15)\\ | + | * {{:conference:ysu_sigir2017_learning.pdf|Learning to Rank Using Localized Geometric Mean Metrics}} (SIGIR'17)\\ |
| - | * {{:conference:sychen_nips2014.pdf|Combinatorial Pure Exploration of Multi-Armed Bandits}} (NIPS'14) [NIPS Oral Paper]\\ | + | * {{:conference:ykang_fse2016_diagdroid.pdf|DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions}} (FSE'16)\\ |
| - | * {{:journal:zbzheng_TC14.pdf|Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints}} [TC'14]\\ | + | * {{:conference:jzhu_icse2015_learning.pdf|Learning to Log: Helping Developers Make Informed Logging Decisions}} (ICSE'15)\\ |
| - | * {{:paper:pldi2013.pdf|Fast Algorithms for Dyck-CFL-Reachability with Applications to Alias Analysis}} (PLDI'13)\\ | + | |
