| A practical survey on faster and lighter transformers Q Fournier, GM Caron, D Aloise ACM Computing Surveys 55 (14s), 1-40, 2023 | 189 | 2023 |
| Empirical comparison between autoencoders and traditional dimensionality reduction methods Q Fournier, D Aloise 2019 IEEE Second International Conference on Artificial Intelligence and …, 2019 | 142 | 2019 |
| Protein language models: Is scaling necessary? Q Fournier, RM Vernon, A van der Sloot, B Schulz, S Chandar, ... bioRxiv, 2024.09. 23.614603, 2024 | 37* | 2024 |
| A deep dive into the trade-offs of parameter-efficient preference alignment techniques M Thakkar, Q Fournier, M Riemer, PY Chen, A Zouaq, P Das, S Chandar Proceedings of the 62nd Annual Meeting of the Association for Computational …, 2024 | 19* | 2024 |
| On improving deep learning trace analysis with system call arguments Q Fournier, D Aloise, SV Azhari, F Tetreault 2021 IEEE/ACM 18th International Conference on Mining Software Repositories …, 2021 | 19 | 2021 |
| Detection of microservice‐based software anomalies based on OpenTracing in cloud M Khanahmadi, A Shameli‐Sendi, M Jabbarifar, Q Fournier, M Dagenais Software: Practice and Experience, 2023 | 15 | 2023 |
| Depgraph: Localizing performance bottlenecks in multi-core applications using waiting dependency graphs and software tracing N Ezzati-Jivan, Q Fournier, MR Dagenais, A Hamou-Lhadj 2020 IEEE 20th International Working Conference on Source Code Analysis and …, 2020 | 15 | 2020 |
| NeoBERT: A Next-Generation BERT L Le Breton, Q Fournier, M El Mezouar, S Chandar arXiv preprint arXiv:2502.19587, 2025 | 13 | 2025 |
| Automatic cause detection of performance problems in web applications Q Fournier, N Ezzati-Jivan, D Aloise, MR Dagenais 2019 IEEE International Symposium on Software Reliability Engineering …, 2019 | 11 | 2019 |
| Exploring quantization for efficient pre-training of transformer language models K Chitsaz, Q Fournier, G Mordido, S Chandar arXiv preprint arXiv:2407.11722, 2024 | 7 | 2024 |
| Language models for novelty detection in system call traces Q Fournier, D Aloise, LR Costa arXiv preprint arXiv:2309.02206, 2023 | 7 | 2023 |
| Energy and carbon-aware initial VM placement in geographically distributed cloud data centers E Khodayarseresht, A Shameli-Sendi, Q Fournier, M Dagenais Sustainable Computing: Informatics and Systems 39, 100888, 2023 | 7 | 2023 |
| Cadmium: Fine-tuning code language models for text-driven sequential cad design P Govindarajan, D Baldelli, J Pathak, Q Fournier, S Chandar arXiv preprint arXiv:2507.09792, 2025 | 6 | 2025 |
| Distributed computation of the critical path from execution traces PF Denys, Q Fournier, M Dagenais Software: Practice and Experience, 2023 | 6 | 2023 |
| Combining domain and alignment vectors to achieve better knowledge-safety trade-offs in llms M Thakkar, Q Fournier, M Riemer, PY Chen, A Zouaq, P Das, S Chandar arXiv preprint arXiv:2411.06824, 2024 | 3 | 2024 |
| Machine Learning for Anomaly Detection in Kernel Traces Q Fournier Ecole Polytechnique, Montreal (Canada), 2022 | 2 | 2022 |
| Automated cause analysis of latency outliers using system-level dependency graphs S Patel, B Park, N Ezzati-Jivan, Q Fournier 2021 IEEE 21st International Conference on Software Quality, Reliability and …, 2021 | 2 | 2021 |
| NovoMolGen: Rethinking Molecular Language Model Pretraining K Chitsaz, R Balaji, Q Fournier, NP Bhatt, S Chandar arXiv preprint arXiv:2508.13408, 2025 | 1 | 2025 |
| Small Encoders Can Rival Large Decoders in Detecting Groundedness I Abbes, G Prato, Q Fournier, F Rodriguez, A Boukhary, A Elwood, ... arXiv preprint arXiv:2506.21288, 2025 | 1 | 2025 |
| Structure-Aligned Protein Language Model C Chen, D Heurtel-Depeiges, RM Vernon, CJ Langmead, Y Bengio, ... arXiv preprint arXiv:2505.16896, 2025 | 1 | 2025 |
Daniel AloisePolytechnique MontréalVerified email at polymtl.ca
