Tim Menzies

North Carolina State University — United States

Computer Science · Physical Sciences

58h-index14.5kcitations650works1.52yr avg
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Research Topics

Software Engineering Research(388), Software Reliability and Analysis Research(242), Software Engineering Techniques and Practices(124), Software Testing and Debugging Techniques(114), Software System Performance and Reliability(93)

Publications650 total

How Low Can You Go? The Data-Light SE Challenge
arXiv (Cornell University)·2025Open Access
MOOT: a Repository of Many Multi-Objective Optimization Tasks
ArXiv.org·2025Open Access
Minimal Data, Maximum Clarity: A Heuristic for Explaining Optimization
arXiv (Cornell University)·2025Open Access
Mining temporal attack patterns from cyberthreat intelligence reports
Knowledge and Information Systems·2025· 2 citedOpen Access
Shaky structures: The wobbly world of causal graphs in software analytics
Empirical Software Engineering·2025Open Access
Pathways to Recovery: Genomics and Resistance Assays for Tree Species Devastated by the Myrtle Rust Pathogen
Molecular Ecology·2025· 5 citedOpen Access
The Case for Compact AI
Communications of the ACM·2025Open Access
Smart Cuts: Enhance Active Learning for Vulnerability Detection by Pruning Hard-to-Learn Data
arXiv (Cornell University)·2025Open Access
BINGO! Simple Optimizers Win Big if Problems Collapse to a Few Buckets
arXiv (Cornell University)·2025Open Access
AI in State Courts: Navigating Innovation and Ethics With Andrea Miller
IEEE Software·2025
Shaky Structures: The Wobbly World of Causal Graphs in Software Analytics
arXiv (Cornell University)·2025Open Access
Ethics: How Far Have We Come?
IEEE Software·2025
Less Noise, More Signal: DRR for Better Optimizations of SE Tasks
arXiv (Cornell University)·2025Open Access
Is Hyper-Parameter Optimization Different for Software Analytics?
IEEE Transactions on Software Engineering·2025· 1 cited
The Ethical Engineer’s Dilemma: An Interview With Jim Herbsleb
IEEE Software·2025· 1 cited
Minimal Data, Maximum Clarity: A Heuristic for Explaining Optimization
SSRN Electronic Journal·2025Open Access
SparseCoder: Advancing source code analysis with sparse attention and learned token pruning
Empirical Software Engineering·2024· 4 cited
ChronoCTI: Mining Knowledge Graph of Temporal Relations Among Cyberattack Actions
2024· 1 cited
Genomics and resistance assays inform the management of two tree species being devastated by the invasive myrtle rust pathogen
2024· 1 citedOpen Access
Scoping Software Engineering for AI: The TSE Perspective
IEEE Transactions on Software Engineering·2024· 5 citedOpen Access
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Frequent Co-authors

Burak Turhan(6), Yue Jiang(6), Ekrem Kocagüneli(6), Ayşe Bener(5), Bojan Čukić(5), Andrian Marcus(4), Jacky Keung(4), Wei Fu(3), David R. Cok(3), Thomas Zimmermann(3), Zhihao Chen(3), Jairus Hihn(3), Amritanshu Agrawal(3), Fayola Peters(3), Zhe Yu(3), Jeremy Greenwald(2), Justin Distefano(2), Andrew Butcher(2), Abdel Salam Sayyad(2), H.H. Ammar(2)