Integrated BS-MS Course
SoHyeon Kim
sohyeon967@gmail.com
Research Interests
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Vision-Language Model
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Model Compression
Publication
(* indicates first author, † indicates corresponding author)
International Conference Papers
[C2] An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Multimodal Reasoning Models
Changwoo Baek*, Jouwon Song*, Sohyeon Kim*, Kyeongbo Kong†
NeurIPSW 2025, Dec, 2025 (Top-tier AI conference workshop)
[C1] Efficient Token Pruning for Vision-Language Models in Multi-turn Scenarios
Changwoo Baek*, Sohyeon Kim*, Jouwon Song*, Kyeongbo Kong†
IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 2025.
Project
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홈로봇 환경을 고려한 VLM 기반시각 인식 기술 개발 및 상황 인지·추론 성능 개선, LG Electronics, Korea /공동연구원