Dongyeop Lee

PhD student@Pohang University of Science and Technology·韩国·OpenReview

研究方向

Distributed optimization · Optimization for deep learning · Sparsity-constrained optimization · Implicit regularization · Neural network sparsification

5.3

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

ICLR 2026Poster

三作

7.2

SAFE: Finding Sparse and Flat Minima to Improve Pruning

ICML 2025Spotlight

一作

5.8

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

ICLR 2025Rejected

二作

5.8

Critical Influence of Overparameterization on Sharpness-aware Minimization

ICLR 2025Rejected

二作

5.5

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

合作者 (8)

Maksym Andriushchenko