Seungmin Choi

I am a student at Seoul National University (SNU), majoring in Electrical & Computer Engineering (ECE). My overall GPA is 4.20/4.30 (Major: 4.22/4.30).

Currently, I am conducting research on PHY layer optimization using Deep Learning at the Advanced Intelligent Systems Laboratory (AiSLAB), under the supervision of Prof. Hyun Jong Yang. Previously, I worked in the Network Laboratory (NETLAB) with Prof. Saewoong Bahk and Prof. Jeongyeup Paek (Chung-Ang University), where my research focused on aerial networks, IoT (UWB, UWB radar, and LoRa), and the MAC layer.

I am seeking a PhD position for Fall 2026 admission.

CV / Github

profile photo

News

[Oct. 2025] Our paper "Performance-Guaranteed CSI Feedback via Model-Agnostic Incremental Residual Compression Framework" has been accepted to IEEE Wireless Communications Letters (WCL).

[Oct. 2025] Our paper "Compressed-CSI Feedback with Near Real-time Domain Adaptation" has been submitted to IEEE Transactions on Communications (TCOM).

Research Interests

I'm interested in Communication System (with ML), RAN, and Network Design. Some papers are highlighted.

International Journals
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), accepted, 2025.
Polarization Alignment for Cellular-based Mobile Aerial Communication
Yongjae Yoo, Seungmin Choi, Jeongyeup Paek, and Saewoong Bahk
Under review at IEEE Transactions on Vehicular Technology (TVT).
Compressed-CSI Feedback with Near Real-time Domain Adaptation
Hosung Joo*, Seungmin Choi*, Sehyun Ryu, and Hyun Jong Yang
Under review at IEEE Transactions on Communications (TCOM).

Conferences
T-TransNet: Ternary Attention Network for CSI Feedback in FDD Massive MIMO System
Seongjin Hwang*, Seungmin Choi*, and Hyun Jong Yang
in Proc. International Conference on ICT Convergence (ICTC), 2025
DT-AugGAN: Robust Fingerprint Positioning under Environmental Variations via Digital Twin-Driven GAN Augmentation
Jaehyun Choi, Sehyun Ryu, Seungmin Choi, and Hyun Jong Yang
in Proc. IEEE International Conference on Consumer Electronics Asia (ICCE-Asia), 2025.

Hobby

I have been wrestling as a hobby for a year.


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