Synnaeve, Gabriel

What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces

Armengol-Estapé, J., Carbonneaux, Q., Zhang, T., Markosyan, A. H., Seeker, V., Cummins, C., Kambadur, M., O'Boyle, M. F. P., Wang, S., Synnaeve, G., et al. (2025) · arXiv

Software Engineering ResearchTeaching and Learning Programming

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Scaling Test-Time Compute for Agentic Coding

Kim, J., Yang, W., Niu, K., Zhang, H., Zhu, Y., Helenowski, E., Silva, R., Chen, Z., Iyer, S., Zaheer, M., et al. (2026) · arXiv

Software Engineering ResearchAI-based Problem Solving and Planning

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