Junho So

I am a fourth-year undergraduate student in the Department of Mathematics at Ajou University in Suwon, South Korea.

I am interested in efficient training methods for deep learning.

Research

I am interested in efficient training methods for deep learning, especially for generative models. I am also interested in the training dynamics of optimization methods, particularly stochastic gradient descent (SGD).

Publications

Figure 4 panel showing sharpness correction on MLP.

Mini-batch Noise Lowers Sharpness via Dominant-Subspace Fluctuations

Jun-Ho So, Dongwook Shin

ICML 2026 Workshop on High-dimensional Learning Dynamics (HiLD)

paper / PDF

Core-Jamo Selecting icon from the CoreaSpeech paper.

CoreaSpeech: Korean Speech Corpus via JAMO-based Coreset Selection for Efficient and Robust Korean Speech Generation

Ki-Joong Kwon, Jun-Ho So, Sang-Hoon Lee

NeurIPS 2025 Datasets and Benchmarks

paper / PDF / project page / code

Training procedure pipeline for PEFT-TTS.

Parameter-Efficient Fine-Tuning for Low-Resource Text-to-Speech via Cross-Lingual Continual Learning

Ki-Joong Kwon, Jun-Ho So, Sang-Hoon Lee

Interspeech 2025 (Oral)

paper / PDF / project page

Education

Ajou University, Suwon, South Korea
B.S., Department of Mathematics, Mar. 2021 - Present
GPA: 4.33 / 4.50, Rank: 1 / 31

Awards

Honors & Scholarships