State-driven Implicit Modeling for Sparsity and Robustness in Neural Networks. - Alicia Y. Tsai; Juliette Decugis; Laurent El Ghaoui; Alper Atamtürk (CoRR, 2022)

MetaLLM: A High-performant and Cost-efficient Dynamic Framework for Wrapping LLMs. - Quang H. Nguyen; Duy C. Hoang; Juliette Decugis; Saurav Manchanda; Nitesh V. Chawla; Khoa D. Doan (CoRR, 2024)

The Extrapolation Power of Implicit Models. - Juliette Decugis; Alicia Y. Tsai; Max Emerling; Ashwin Ganesh; Laurent El Ghaoui (CoRR, 2024)

What Makes Large Language Models Reason in (Multi-Turn) Code Generation? - Kunhao Zheng; Juliette Decugis; Jonas Gehring; Taco Cohen; Benjamin Négrevergne; Gabriel Synnaeve (CoRR, 2024)

What Makes Large Language Models Reason in (Multi-Turn) Code Generation? - Kunhao Zheng; Juliette Decugis; Jonas Gehring; Taco Cohen; Benjamin NéXuanjinggrevergne; Gabriel Synnaeve (ICLR, 2025)