Mingluo Su
Incoming PhD Student @ Westlake University

Hi! I'm an incoming 26 fall PhD student in ENCODE Lab at Westlake University, under the supervision of Prof. Huan Wang. I obtained my M.Eng. in Communication Engineering from Beihang University in 2025 and B.Eng. in Communication Engineering at Northwestern Polytechnical University in 2022. Currently, my research centers on Efficient AI and Large Language Models, including model pruning and post-training quantization.


News
Jan 2026
Our paper about llm unstructured pruning has been accepted to CPAL 2026!
Jan 2026
Our paper about diffusion model pruning has been accepted to ICLR 2026!
Publications
ROSE: Reordered SparseGPT for More Accurate One-Shot Large Language Models Pruning
ROSE: Reordered SparseGPT for More Accurate One-Shot Large Language Models Pruning

Mingluo Su, Huan Wang#

CPAL 2026

ROSE: Reordered SparseGPT for More Accurate One-Shot Large Language Models Pruning

Mingluo Su, Huan Wang#

CPAL 2026

OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot
OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot

Junhan Zhu, Hesong Wang, Mingluo Su, Zefang Wang, Huan Wang#

ICLR 2026

OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot

Junhan Zhu, Hesong Wang, Mingluo Su, Zefang Wang, Huan Wang#

ICLR 2026