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Perception shapes thought, and thought reshapes what and how we perceive. I explore intelligence grounded in the mutual interaction between perception and reasoning.

Publications
Date
Title Subtitle
Venue
  1. StageDiffusion Compositional Stage-wise Diffusion for Progressive Generation
    Jaesang Yu , Seoyeon Byun , Taesoo Kim , Yoonjoo Kim , Yilun Du , Juho Kim
    Under review
  2. CANVAS A Benchmark for Vision–Language Models on Tool-Based User Interface Design
    Daeheon Jeong* , Seoyeon Byun* , Kihoon Son , Daehyun Kim , Juho Kim
    AAAI 2026
  3. Saccadic Variability Saccadic Variability in Patients with Parkinson’s Disease
    Kyoungwon Baik* , Seoyeon Byun* , Seooui Kwag , Hyunsoh Park , Yukang Kim , Tonghoon Woo , Sun-Uk Lee , Nyoung Lee , Gerard J. Kim , Byung-Jo Kim , Ji-Soo Kim , Kun-Woo Park
    Journal of Neurology

Research Experience

Date
Project Details
Focus
Generative UI Design System and Evaluation Framework for Generative UI
# UI # HCI
Consistent UI Generation Consistent UI generation with large vision-language models
# UI # HCI
Bilateral Vestibular Bilateral vestibular disorder analysis via machine learning approach
# Neurology
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Seoyeon Byun

I will be joining GLOW Lab @ KAIST in Fall 2026, advised by Prof. Seung Wook Kim.

I received my B.S. in Computer Science and Engineering from Korea University. During my undergraduate studies, I worked on GUI agents / agentic UI generation with Prof. Juho Kim at KIXLAB, KAIST. I also collaborated on neurology research with Prof. Sun-Uk Lee at the Korea University College of Medicine, and explored 3D reconstruction techniques for real-time VR experience design with Prof. Gerard J. Kim at DXP Lab.