Hi 👋 I’m a deep learning researcher at Mobilint, Inc.. I investigate the frontiers of efficient Deep Learning, with a specific interest in post training quantization. I’m also passionate about deep learning theory.

My interests include:

• efficient transformer architecture
• post training quantization
• optimization theory
• generalization performance of models
• loss landscape of models

🧒Experience

🚀 Mobilint, Inc.

🔹 Deep Learning Researcher, 2024.03~current (alternative military service)

🧑‍🎓 Education

🔸 MSc in Artificial Intelligence, KAIST, 2022.03-2024.02

🔸 BSc in Electrical Engineering and Computer Science, GIST, 2018.03-2022.02

📜 Publications

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

👥 Dongkuk Si, Chulhee Yun

🌐 NeurIPS 2023 (spotlight presentation)

🏅 Outstanding Paper Award at CKAIA 2023

👋 Contact

feel free to contact me!