Dongkuk Si

Deep Learning Research Engineer at Mobilint, Inc.

I investigate the frontiers of efficient Deep Learning, with a main interest in efficient inference on LLMs.

Research Interests
Post-Training Quantization Quantization-Aware Training Speculative Decoding KV Cache Eviction Diffusion Language Models Efficient Attention Structure Deep Learning Theory
Experience
2024.03 — Now

Deep Learning Research Engineer

Mobilint, Inc.

Alternative military service

Education
2022.03 — 2024.02

MSc in Artificial Intelligence

KAIST

Advisor: Prof. Chulhee Yun

2018.03 — 2022.02

BSc in Electrical Engineering and Computer Science

GIST
Publications

Minor First, Major Last: A Depth-Induced Implicit Bias of Sharpness-Aware Minimization

Chaewon Moon, Dongkuk Si, Chulhee Yun
ICLR 2026

Practical Sharpness-Aware Minimization Cannot Converge All the Way to Optima

Dongkuk Si, Chulhee Yun
NeurIPS 2023 Spotlight
Projects

Efficient LLM Suite

TBD

Efficient KV Cache Eviction

TBD
Contact

Feel free to reach out!

parroteffect@gmail.com
Seoul, Korea