AI/ML Researcher @ Ajou University LAMDA Lab
Time-frequency dual-branch architecture with FAN-based Transformer for robust mixed-noise ECG denoising. Patent filed: 10-2025-0014670
[preprint]Extended TCN receptive field + Self-Attention for quasi-periodic pattern interpolation in ECG signals.
[paper]Dilated Temporal Self-Attention for robust long-term missing value restoration.
[paper]Multi-agent system design for generative AI copyright dispute resolution.
[paper]Image similarity analysis + legal case RAG for copyright infringement assessment.
LLM persona collaboration with automated experiment tracking and deployment.
Natural language queries to automated API calls and visualizations.
Demand forecasting for bike-sharing system optimization. Competition Award.