Basic Research Laboratory Program
MEGA Laboratory
Low-latency medical twins through physics-aware, graph-learning-based AI.
Projects
Research collaborations in graph learning, explainable AI, healthcare, and manufacturing.
Collaborative projects
Giboo Inc.
Donor Recommendation
Graph-neural-network-based donor recommendation.
California State University, Long Beach
Explainable Time-Series Learning
Applied layer-wise relevance propagation and saliency analysis to one-dimensional time-series data, and explored XAI-guided generative adversarial networks.
SkyLabs
Wearable Healthcare
Deep-learning-based blood oxygen saturation (SpO₂) prediction for wearable health monitoring.
LG Electronics
Manufacturing Software & Systems
MFC development for ML-based display mura detection, project management for a head-packing assembly system, and interpolation algorithms for inkjet systems.
WizCore
Smart-Factory Anomaly Detection
Time-series anomaly detection for smart-manufacturing environments.