Faculty profile
Heng Li
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Polytechnique Montréal directory, so their courses and email address may be missing. Find their university profile.
Research
Latest papers
SecMLOps: A comprehensive framework for integrating security throughout the machine learning operations lifecycle.
Empirical software engineering · 2026
Latest funding
- $25,000
Leveraging Quantum State Invariants for Enhanced Quantum Error Correction
NSERC · 2025 · Principal investigator
- $125,000
Ethics Testing: Proactive Identification of Generative AI System Harms
SSHRC · 2024 · Co-investigator
- $135,000
Energy-Aware Programming-Time Feedback for Sustainable Software Development
NSERC · 2024 · Principal investigator
1 publications.
SecMLOps: A comprehensive framework for integrating security throughout the machine learning operations lifecycle.
Zhang X, Zhao P, Jaskolka J, Li H, Lu R
Leveraging Quantum State Invariants for Enhanced Quantum Error Correction
Principal investigators: Li, Heng
Keywords: Information, computer and communication technologies; Computer software
Ethics Testing: Proactive Identification of Generative AI System Harms
Principal investigators: Tan, Shin Hwei
Energy-Aware Programming-Time Feedback for Sustainable Software Development
Principal investigators: Li, Heng
Keywords: Computer software; Energy efficiency
Tuning, Debugging and Monitoring High Performance Heterogeneous Systems at Exascale
Principal investigators: Dagenais, Michel MR
Keywords: cloud computing; debugging; exascale computing; gpgpu; heterogeneous computer systems; high performance computing; integrated development environment; machine learning; profiling; tracing
Cost-effective Monitoring of Quantum Software Applications
Principal investigators: Li, Heng H
Towards Systematic and Cost-Effective Monitoring of Large-Scale Software Systems
Principal investigators: Li, Heng
Towards Systematic and Cost-Effective Monitoring of Large-Scale Software Systems
Principal investigators: Li, Heng
Keywords: software analytics; software monitoring; software observability; software logging; log analytics; mining software repositories; software maintenance and evolution; devops (development and operations); software performance engineering
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.