Ajou University, Ph.D. candidate, Artificial Intelligence
Advisor: Prof. Jongbin Ryu
Education
Hankyung National University, B.S., Mechatronics Engineering
Research
- Vision-Language-Action models
- Vision Applications
Publications
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FlowVLA: Enabling World Dynamics Understanding through Pluggable 3D Flow Learning
Conference on Robot Learning (CoRL), 2026
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Channel Propagation Networks for Refreshable Vision Transformer
Winter Conference on Applications of Computer Vision (WACV), 2025 — Oral
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Spatial Bias for Attention-free Non-local Neural Networks
Expert Systems with Applications, 2024
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Software for Batch Execution of Machine Learning Model Training Programs
Software registration R0420KR, 2022
Research projects
Lightweight Temporal Bias Module for Suppressing Redundant Frames in Video Classification
Doctoral Student Research Encouragement Grant, National Research Foundation of Korea
Teaching
Teaching assistant, Ajou University
- Machine Learning
- Introduction to Artificial Intelligence
- AI Convergence Capstone Design
Academic service
Reviewer, Conference on Robot Learning (CoRL)