Honors & Fellowships

• Qualcomm Innovation Fellowship Korea (₩4,000,000) Dec 2024
• Distinguished Ph.D. Dissertation Award, Seoul National University Feb 2024
• Brain Korea 21 Four Program 2020–2025

Preprints & Manuscripts under Review

• Principled Reframing in Motion Transfer with Video Diffusion Models

  Donggyu Lee*, Seongmin Hong*, Se Young Chun

  Preprint, 2025

  Co-1st Author Generative Model

Workshop Papers

• Unlearning the Unpromptable: Prompt-free Instance Unlearning in Diffusion Models

  Kyungryeol Lee*, Kyeonghyun Lee*, Seongmin Hong*, Byung Hyun Lee, Se Young Chun

  Machine Unlearning for Vision (MUV) Workshop, CVPR 2026 (extended abstract)

  CVPR Workshop Co-1st Author Generative Model

• Uncertainty-Adaptive Selection of Sampling-Reconstruction for Fourier Compressed Sensing

  Seongmin Hong, Jaehyeok Bae, Jongho Lee, Se Young Chun

  3rd Workshop on Uncertainty Quantification for Computer Vision, ECCV 2024 (extended abstract)

  ECCV Workshop 1st Author Computational Imaging

Challenges

• AIM 2024 Depth Upsampling Challenge — 3rd Place

  Woojae Han, Kyeonghyun Lee, Seongmin Hong, Se Young Chun

  ECCV Workshop, 2024

Patents

• Audio Data Management Device and Method Using A Generative AI Model

  Se Young Chun, Seongmin Hong, Kyungryeol Lee

  Korea Patent Filed (Application No. 10-2025-0046656), April 2025

Teaching Experience

• Head TA, Topics in Signal Processing — Generative Diffusion Model (English lecture) 2025 Autumn
• Head TA, Signals and Systems (English lecture) 2022 Spring
• Head TA, Seminar in Electrical and Computer Engineering 3 2020 Spring
• TA, Advanced Electromagnetics 1 2020 Spring

Mentoring & Advising

Research Mentor for 10+ Undergraduate Interns  ·  Intelligent Computational Imaging Lab (ICL), SNU  ·  2022–present

• Jaehyeok Bae (now Ph.D. student at Stanford University) — ECCV 2024
• Inbum Park (now Ph.D. student at University of Maryland) — ICCV 2023
• Insoo Chung (now Research Scientist at AIRS Medical)
• Kyeonghyun Lee (now Ph.D. student at Seoul National University) — CVPR 2024
• Kyungryeol Lee (now Ph.D. student at Seoul National University) — PRL 2025
• Dohyun Mah (now M.S. student at Seoul National University)
• Donggyu Lee — Preprint 2025
• 3+ additional interns on early-stage research and career development.

Academic Service

Reviewer: NeurIPS (2024, 2025), ICML (2025), ICLR (2025, 2026), CVPR (2025), ICCV (2025), AAAI (2026), AISTATS (2025, 2026), ACMMM (2025);
IEEE Sensors Journal, ACM TOMM, IEEE TPAMI, IEEE TMM  (since 2023)

Technical Research Personnel (Alternative military service)  ·  03 2023 – 02 2025, 09 2025 – 08 2026

Domestic Publications

• Optimization of 16-QAM Constellations with AWGN Channel

  Seongmin Hong, Jeong-Hoon Park, Doyoung Ham, Seong-Cheol Kim

  KICS Summer Conference (in Korean), 2020

• Target Classification Based on Point Cloud Data Using Automotive Imaging Radar

  Sohee Lim, Jaehoon Jung, Seongmin Hong, Byeong-ho Lee, Seong-Cheol Kim

  KICS Winter Conference (in Korean), 2021

• Measurement Data Release on 2.4 GHz ISM Band Usage

  Doyoung Ham, Seongmin Hong, Byonghyo Shim, Seong-Cheol Kim

  KICS Winter Conference (in Korean), 2021

• Analysis of CNN Classifier Performance for Segway Data with 77GHz Automotive Radar

  Byeong-ho Lee, Seongmin Hong, Jinwook Kim, Seongwook Lee, Byonghyo Shim, Seong-Cheol Kim

  KICS Winter Conference (in Korean), 2021