Heng Li
Scholar

Heng Li

Google Scholar ID: 4tzkGvMAAAAJ
Associate Professor, GIGL - Polytechnique Montréal
Software observabilitySoftware performanceAIOpsData qualityQuantum 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
Contact
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Publications
7 items
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
SecMLOps: A Comprehensive Framework for Integrating Security Throughout the MLOps Lifecycle
2026
Cited
0
Empirical Characterization of Logging Smells in Machine Learning Code
arXiv.org · 2026
Cited
0
Resume (English only)
Co-authors
9 total
Co-author 1
Co-author 1
Ahmed E. Hassan
Ahmed E. Hassan
Mustafa Prize Laureate, ACM/IEEE/NSERC Steacie Fellow, ACM Influential/IEEE Distinguished Educator
Foutse Khomh
Foutse Khomh
NSERC Arthur B. McDonald Fellow, CRC Tier 1, Canada CIFAR AI Chair, FRQ-IVADO Chair, Full Professor
Tse-Hsun (Peter) Chen
Tse-Hsun (Peter) Chen
SPEAR Lab, Associate Professor in Computer Science, Concordia University, Montreal, Canada
Ying Zou
Ying Zou
Professor, Canada Research Chair (Tier 1) in Software Evolution, Electrical and Computer Engineering
Mohammed Sayagh
Mohammed Sayagh
ETS - Quebec University
Co-author 7
Co-author 7
Bram Adams
Bram Adams
Queen's University