Seungmin Choi

I am an incoming PhD student in Electrical Engineering at Stanford University. I completed my undergraduate studies in Electrical & Computer Engineering (ECE) at Seoul National University (SNU), with an overall GPA of 4.21/4.30 (Major: 4.24/4.30).

I published three top-tier journal papers, all in SCI Q1 journals, in communications, information theory, and networks. To the best of my knowledge, this is the first such record by a Korean undergraduate in this field.

CV / Github

Research Interests

I am looking for the problem I want to solve. Currently, I am broadly interested in data-centric AI, including data control, influence, feedback, and self-improving AI systems.

Publications
	Mode-Wise Real-Data Anchoring for Model Collapse in Recursive Generative Training Seungmin Choi et al. Under review at NeurIPS, 2026.
	Performance-Guaranteed CSI Feedback via Model-Agnostic Incremental Residual Compression Framework Seungmin Choi, Hosung Joo, Sehyun Ryu, Tommaso Melodia, and Hyun Jong Yang IEEE Wireless Communications Letters (WCL), 2025.
	Polarization Alignment for Cellular-based Mobile Aerial Communication Yongjae Yoo, Seungmin Choi, Jeongyeup Paek, and Saewoong Bahk IEEE Transactions on Vehicular Technology (TVT), 2026.
	Compressed-CSI Feedback with Near Real-time Domain Adaptation Hosung Joo, Seungmin Choi, Sehyun Ryu, and Hyun Jong Yang IEEE Transactions on Communications (TCOM), 2026.

Hobby

I have been wrestling as a hobby for a year.

Based on the template from jonbarron/jonbarron.github.io.

Research Interests

Publications

Hobby