Registered user since Mon 24 Jul 2017
Foutse Khomh is a Full Professor, a Canada Research Chair Tier 1, a Canada CIFAR AI Chair, an FRQ-IVADO Research Chair, an Honoris Genius Prize Laureate, and an NSERC Arthur B. McDonald Fellow at Polytechnique Montréal, where he heads the SWAT Lab (http://swat.polymtl.ca/). He received a Ph.D. in Software Engineering from the University of Montreal in 2011. His research interests include software maintenance and evolution, cloud engineering, machine learning systems engineering, empirical software engineering, software analytics, and dependable and trustworthy AI/ML. He has published over 200 conferences and journal papers. His work has received four ten-year Most Influential Paper (MIP) Awards, and eight Best/Distinguished Paper Awards. He has served on the program committees of several international conferences including ICSE, FSE, ICSM(E), SANER, MSR, ICPC, SCAM, ESEM and has reviewed for top international journals such as SQJ, JSS, EMSE, TSE, and TOSEM. He is program chair for Satellite Events at SANER 2015, program co-chair of SCAM 2015, ICSME 2018, PROMISE 2019, ICPC 2019, and SSBSE 2024, and general chair of ICPC 2018, SCAM 2020, and general co-chair of SANER 2020. He initiated and co-organized the Software Engineering for Machine Learning Applications (SEMLA) symposium. He is one of the organizers of the RELENG workshop series (http://releng.polymtl.ca) and Associate Editor for IEEE Software, EMSE, and JSEP.
Contributions
2025
ICSE
Mining Software Repositories
International Conference on Program Comprehension
2024
RAIE
ASE
ICSME
- Author of Toward Debugging Deep Reinforcement Learning Programs with RLExplorer within the Research Track-track
- PC Member in Program Committee within the Research Track-track
- Author of Maintaining Intelligence: Evolving Software Engineering Practices for AI-Enabled Systems within the Research Track-track
- Author of Understanding Web Application Workloads and Their Applications: Systematic Literature Review and Characterization within the Research Track-track
Internetware
ESEC/FSE
- Author of Mining Action Rules for Defect Reduction Planning within the Posters-track
- Committee Member in Program Committee within the Research Papers-track
- Author of Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow within the Journal First-track
- Author of Mining Action Rules for Defect Reduction Planning within the Research Papers-track
- Committee Member in Program Committee within the Student Research Competition-track
AIware
SSBSE
DeepTest
ICSE
- Panelist of Conversation Café on Equality, Diversity and Inclusion (EDI) within the Social Events-track
- Author of Building a Collaborative Research Network within the New Faculty Symposium-track
- Author of Studying the Characteristics of AIOps Projects on GitHub within the Journal-first Papers-track
- Committee Member in Program Committee within the Demonstrations-track
- Technical Briefings Co-chair in Technical Briefings within the Technical Briefings-track
- Author in Industry Challenge within the Industry Challenge Track-track
- Author of On the Effectiveness of Log Representation for Log-based Anomaly Detection within the Journal-first Papers-track
- Area Co-Chair for AI&SE in Research Track within the Research Track-track
International Conference on Program Comprehension
Mining Software Repositories
- Committee Member in Technical Papers - Program Committee within the Technical Papers-track
- Junior Program Committee Co-Chair in Organizing Committee
- Committee Member in Technical Papers - Program Committee within the Technical Papers-track
- Junior Program Committee Co-Chair in Technical Papers - Junior Program Committee within the Junior PC-track
Forge
SANER
- Author of Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends within the Research Papers-track
- Diversity, Inclusion and Newcomers co-chair in Organizing Committee
- Author of Refining GPT-3 Embeddings with a Siamese Structure for Technical Post Duplicate Detection within the Research Papers-track
- Author of List Comprehension Versus for Loops Performance in Real Python Projects: Should we Care? within the Reproducibility Studies and Negative Results (RENE) Track -track
- Author of Assessing the Security of GitHub Copilot’s Generated Code - A Targeted Replication Study within the Reproducibility Studies and Negative Results (RENE) Track -track
- Committee Member in Program Committee within the Research Papers-track
2023
Mining Software Repositories
- Committee Member in Program Committee within the Technical Papers-track
- Author of On Codex Prompt Engineering for OCL Generation: An Empirical Study within the Technical Papers-track
- Registered Reports Co-chair in Organizing Committee
- Registered Reports Co-chair in Registered Reports Committee within the Registered Reports-track
PROMISE
ICSME
ASE
ICSE
- Author of DiverGet: a Search-Based Software Testing approach for Deep Neural Network Quantization assessment within the Journal-First Papers-track
- Program Committee Member in Technical Track within the Technical Track-track
- Author of FIXME: synchronize with database! An empirical study of data access self-admitted technical debt within the Journal-First Papers-track
CAIN
International Conference on Program Comprehension
2022
ESEC/FSE
ASE
- Author of Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach within the Journal-first Papers-track
- Committee Member in Program Committee within the Research Papers-track
- Author of SmOOD: Smoothness-based Out-of-Distribution Detection Approach for Surrogate Neural Networks in Aircraft Design within the Research Papers-track
- Author of AI Quality Assurance within the Tutorials-track
SE4RAI
ICSE
- Author of The Forgotten Role of Search Queries in IR-based Bug Localization: An Empirical Study within the Journal-First Papers-track
- Committee Member in Program Committee within the Technical Track-track
- Author of Automatic Fault Detection for Deep Learning Programs Using Graph Transformations within the Journal-First Papers-track
Mining Software Repositories
CAIN
International Conference on Program Comprehension
2021
ESEC/FSE
ICSE
- Author of Are Multi-language Design Smells Fault-prone? An Empirical Study within the Journal-First Papers-track
- Author of Investigating Design Anti-pattern and Design Pattern Mutations and Their Change- and Fault-proneness within the Journal-First Papers-track
- Author of An Empirical Study of C++ Vulnerabilities in Crowd-Sourced Code Examples within the Journal-First Papers-track
International Conference on Program Comprehension
2020
ESEC/FSE
International Conference on Program Comprehension
Mining Software Repositories
- Author of Developer-Driven Code Smell Prioritization within the Technical Papers-track
- Author of The Scent of Deep Learning Code: An Empirical Study within the Technical Papers-track
- Panelist of SE4ML AMA within the Ask Me Anything-track
- Author of On the Prevalence, Impact, and Evolution of SQL code smells in Data-Intensive Systems within the Technical Papers-track
- Author of Multi-language Design Smells: A Backstage Perspective within the Registered Reports-track
2019
ICSE
Mining Software Repositories
2018
ESEC/FSE
Mining Software Repositories
- Author of The Open-Closed Principle of Modern Machine Learning Frameworks within the Technical Papers-track
- Committee Member in Program Committee within the Technical Papers-track
- Author of Developer Interaction Traces backed by IDE Screen Recordings from Think-aloud Sessions within the Data Showcase-track