Namhoon Lee

The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM

An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of Noisy Annotations

SAFE: Finding Sparse and Flat Minima to Improve Pruning

MemEIC: A Step Toward Continual and Compositional Knowledge Editing

Critical Influence of Overparameterization on Sharpness-aware Minimization

Sassha: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation

ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models

Sassha: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation

Concept Bottleneck Models under Label Noise