Can We Learn Communication-Efficient Optimizers? - Charles-Étienne Joseph; Benjamin Thérien; Abhinav Moudgil; Boris Knyazev 001; Eugene Belilovsky (CoRR, 2023)

μLO: Compute-Efficient Meta-Generalization of Learned Optimizers. - Benjamin Thérien; Charles-Étienne Joseph; Boris Knyazev 001; Edouard Oyallon; Irina Rish; Eugene Belilovsky (CoRR, 2024)

Meta-learning Optimizers for Communication-Efficient Learning. - Charles-Étienne Joseph; Benjamin Thérien; Abhinav Moudgil; Boris Knyazev 001; Eugene Belilovsky (Trans. Mach. Learn. Res., 2025)

Continual Pre-training of MoEs: How robust is your router? - Benjamin Thérien; Charles-Étienne Joseph; Zain Sarwar; Ashwinee Panda; Anirban Das; Shi-Xiong Zhang 001; Stephen Rawls; Sambit Sahu; Eugene Belilovsky; Irina Rish (CoRR, 2025)