Poster "foundation model fine-tuning" Papers

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A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models

Mengyang Sun, Yihao Wang, Tao Feng et al.

ICML 2025arXiv:2502.15828
6
citations

Iterative Foundation Model Fine-Tuning on Multiple Rewards

Pouya M. Ghari, simone sciabola, Ye Wang

NEURIPS 2025arXiv:2511.00220

Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control

Georgios Papoudakis, Thomas Coste, Jianye Hao et al.

NEURIPS 2025arXiv:2509.01720

Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond

Kyriakos Axiotis, Vincent Cohen-Addad, Monika Henzinger et al.

ICML 2024arXiv:2402.17327
16
citations

Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models

Fangzhao Zhang, Mert Pilanci

ICML 2024arXiv:2402.02347
35
citations