Zhang, Fangzhao

6 publications

ICML 2025 Active Learning of Deep Neural Networks via Gradient-Free Cutting Planes Erica Zhang, Fangzhao Zhang, Mert Pilanci

NeurIPS 2025 AlgoTune: Can Language Models Speed up General-Purpose Numerical Programs? Ori Press, Brandon Amos, Haoyu Zhao, Yikai Wu, Samuel Ainsworth, Dominik Krupke, Patrick Kidger, Touqir Sajed, Bartolomeo Stellato, Jisun Park, Nathanael Bosch, Eli Meril, Albert Steppi, Arman Zharmagambetov, Fangzhao Zhang, David Pérez-Piñeiro, Alberto Mercurio, Ni Zhan, Talor Abramovich, Kilian Lieret, Hanlin Zhang, Shirley Huang, Matthias Bethge, Ofir Press

ICLR 2025 Newton Meets Marchenko-Pastur: Massively Parallel Second-Order Optimization with Hessian Sketching and Debiasing Elad Romanov, Fangzhao Zhang, Mert Pilanci

ICML 2024 Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models Fangzhao Zhang, Mert Pilanci

NeurIPS 2024 Spectral Adapter: Fine-Tuning in Spectral Space Fangzhao Zhang, Mert Pilanci

ICML 2023 Optimal Shrinkage for Distributed Second-Order Optimization Fangzhao Zhang, Mert Pilanci