Shu Yao

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authored a paper 10 months ago

PAFT: Prompt-Agnostic Fine-Tuning

Paper • 2502.12859 • Published Feb 18 • 15

authored 9 papers about 1 year ago

Robustifying and Boosting Training-Free Neural Architecture Search

Paper • 2403.07591 • Published Mar 12, 2024

Flexora: Flexible Low Rank Adaptation for Large Language Models

Paper • 2408.10774 • Published Aug 20, 2024 • 3

Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models

Paper • 2409.06277 • Published Sep 10, 2024 • 15

Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers

Paper • 2310.02905 • Published Oct 2, 2023

Localized Zeroth-Order Prompt Optimization

Paper • 2403.02993 • Published Mar 5, 2024

Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars

Paper • 2405.16122 • Published May 25, 2024

Data-Centric AI in the Age of Large Language Models

Paper • 2406.14473 • Published Jun 20, 2024

Federated Zeroth-Order Optimization using Trajectory-Informed Surrogate Gradients

Paper • 2308.04077 • Published Aug 8, 2023

OptEx: Expediting First-Order Optimization with Approximately Parallelized Iterations

Paper • 2402.11427 • Published Feb 18, 2024