Scholar
Heng Li
Google Scholar ID: 4tzkGvMAAAAJ
Associate Professor, GIGL - Polytechnique Montréal
Software observability
Software performance
AIOps
Data quality
Quantum software
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Citations & Impact
All-time
Citations
1,794
H-index
22
i10-index
35
Publications
20
Co-authors
9
list available
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Publications
10 items
Understanding the Energy Impact of Software Refactoring: A Workload-Aware Study of Controlled Examples and Real-World Commits
2026
Cited
0
LLM Serving in the Wild: An Empirical Study of Frameworks, Methods, and System Designs
2026
Cited
0
Backend-Aware Graph Learning for Denoising Outcome Distributions in Quantum Program Testing
2026
Cited
0
An Empirical Study on Logging Evolution On Stack Overflow: Trends, Topics, and Challenges
2026
Cited
0
Ethics Testing: Proactive Identification of Generative AI System Harms
2026
Cited
0
Structural Anchors and Reasoning Fragility:Understanding CoT Robustness in LLM4Code
2026
Cited
0
Empirical Characterization of Logging Smells in Machine Learning Code
2026
Cited
0
Improving the Robustness of Large Language Models for Code Tasks via Fine-tuning with Perturbed Data
2026
Cited
0
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Resume (English only)
Co-authors
9 total
Co-author 1
Ahmed E. Hassan
Mustafa Prize Laureate, ACM/IEEE/NSERC Steacie Fellow, ACM Influential/IEEE Distinguished Educator
Foutse Khomh
NSERC Arthur B. McDonald Fellow, CRC Tier 1, Canada CIFAR AI Chair, FRQ-IVADO Chair, Full Professor
Tse-Hsun (Peter) Chen
SPEAR Lab, Associate Professor in Computer Science, Concordia University, Montreal, Canada
Ying Zou
Professor, Canada Research Chair (Tier 1) in Software Evolution, Electrical and Computer Engineering
Mohammed Sayagh
ETS - Quebec University
Co-author 7
Bram Adams
Queen's University
