CQ
Clément Quinton
cs.SEcs.AIcs.LGcs.DCcs.PF
On Valency
published · living versionsW_29bzyxfv·v1 · currentpublished
How Developers Configure LLM Inference: A Large-Scale Study of Real-World Practices
with Nada Zine, Matias Martinez, Romain Rouvoy
1 version
Preprints & journals
11 papers in the corpus · 2019–2026How Developers Configure LLM Inference: A Large-Scale Study of Real-World Practices2610.27945v1 · Nada Zine, Matias Martinez, Romain Rouvoy et al.2026 · 0 citationsarXivon Valency
Attention to Detail: Evaluating Energy, Performance, and Accuracy Trade-offs Across vLLM Configurations2607.09172v2 · Nada Zine, Tristan Coignion, Vincenzo Stoico et al.2026 · 0 citationsarXiv
Imperfect Visual Verification for Code Edition : A Case Study on TikZ2606.15693v1 · Charly Reux, INSA Rennes, DiverSe et al.2026 · 0 citationsarXiv
Pimp My LLM: Leveraging Variability Modeling to Tune Inference Hyperparameters2602.17697v2 · Nada Zine, Cl'ement Quinton, Romain Rouvoy2026 · 0 citationsarXiv
AdaptiFlow: An Extensible Framework for Event-Driven Autonomy in Cloud Microservices2512.23499v1 · Brice Arl'eon Zemtsop Ndadji, Simon Bliudze, Cl'ement Quinton2025 · 3 citationsEPTCS 438, 2025, pp. 123-147
LLM Code Customization with Visual Results: A Benchmark on TikZ2505.04670v2 · Charly Reux (DiverSe), Mathieu Acher (DiverSe), Djamel Eddine Khelladi (DiverSe) et al.2025 · 2 citationsEASE 2025 - Evaluation and Assessment in Software Engineering, Jun 2025, Istanbul, Turkey. pp.1-10
Green My LLM: Studying the key factors affecting the energy consumption of code assistants2411.11892v1 · Tristan Coignion, Cl'ement Quinton, Romain Rouvoy2024 · 3 citationsarXiv
Exploring Performance Trade-offs in JHipster2409.16480v1 · Edouard Gu'egain, Alexandre Bonvoisin, Cl'ement Quinton et al.2024 · 1 citationarXiv
A Performance Study of LLM-Generated Code on Leetcode2407.21579v1 · Tristan Coignion, Cl'ement Quinton, Romain Rouvoy2024 · 85 citationsProceedings of the 28th International Conference on Evaluation and Assessment in Software Engineering, 2024
Reasoning on Feature Models: Compilation-Based vs. Direct Approaches2302.06867v1 · Pierre Bourhis, Laurence Duchien, J'er'emie Dusart et al.2023 · 2 citationsarXiv
Feature-Model-Guided Online Learning for Self-Adaptive Systems1907.09158v1 · Andreas Metzger, Cl'ement Quinton, Zolt'an 'Ad'am Mann et al.2019 · 38 citationsComputing 2022
Career total: 97 works. 11 are in this corpus.
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