Publications & Projects
Publications
Projects
Graduate and undergraduate work. PBL denotes Project-Based Learning program courses.
Dependency-Aware Compensation Scheduling for Multi-Step AI Agent Workflows
Co-developed DACS, a user-space scheduler compensating for dependency-induced and I/O-induced waiting in heterogeneous AI agent workflows on NVIDIA Jetson Orin Nano.
Personalized Mixture-of-Experts Model for User-Specific Adaptation
Developed a MoE-based personalized adaptation model as part of the LG Electronics HS Future Technology Project.
Human Action Recognition with YOLO-Pose and CNN-GCN Fusion
Led development of an end-to-end pipeline for person detection, pose estimation, and four-class action recognition. CNN-GCN fusion achieved CodaLab score 0.89.
Cutting Tool Dynamic Characteristics Prediction
Predicted dynamic characteristics of machining tools from cutting-process images.
Strawberry Smart Farm Growth Cycle Prediction
Growth cycle classification model for smart-farm strawberry cultivation management.
Vacuum Cleaner Personalization Pipeline
Designed and implemented a personalization pipeline for LG vacuum cleaner user scenarios.
Face Recognition Entry Logging System
Real-time face recognition and entry logging system using Raspberry Pi, DeepFace, and Flask for solitary death prevention. FaceNet512 achieved 94.8% accuracy.
MCTCheXFormer
Hybrid CNN-Transformer for multi-label chest X-ray classification using multi-class token refinement.
Recycling Waste Recognition
Benchmarked YOLOv8, YOLOv9, RT-DETR for recycling waste detection. Poster at Korean Multimedia Society.
Smart Table Clock
Arduino-based smart clock with LCD widgets, Daegu bus API, and Wi-Fi web control.
Remote File Explorer
Terminal-based remote file transfer in C with Linux-style commands and curses UI.