Yului Jung is an Undergraduate Intern at IMSI Research Lab, Seoul National University, currently pursuing a degree in Earth and Environmental Sciences (Mar. 2024 – Feb. 2028). He brings a unique interdisciplinary perspective to the lab, combining his scientific background with a strong enthusiasm for AI-driven research in medical imaging.
What defines Yului is his remarkable ability to manage his time across multiple tasks and projects simultaneously. He thrives in fast-paced, multi-objective environments — juggling coursework, research contributions, and collaborative projects without losing focus or quality. At IMSI Lab, he channels this energy into active contributions to several cutting-edge research initiatives in perineural invasion detection and 3D MRI analysis.
Research Interests
- Medical Image Analysis
- Perineural Invasion Detection
- Spiking Neural Networks
- Diffusion Transformers
- 3D MRI Analysis
- Mixture-of-Experts Models
Education
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BS in Earth and Environmental Sciences (expected Feb. 2028)
Seoul National University (Mar. 2024 – Feb. 2028)
Recent Publications
- Conflict-Triggered Selective Re-Reading for MRI-Based Perineural Invasion Prediction, IEEE AICAS 2026 Under Review
- SpikeDS: Dual Sparsity Spikformer for Perineural Invasion Prediction in 3D MRI, IEEE AICAS 2026 Under Review
- Adaptive Routing and Local Context-Aware Token Selection in Diffusion Transformers for PNI Prediction, IEEE AICAS 2026 Under Review
- MAESTRO: Adaptive Experts with Spiking Temporal-spatial Routing for PNI Prediction, MICCAI 2026 Under Review
Key Achievements
- Contributing to 4 concurrent research projects in PNI detection and diffusion-based MRI analysis
- Demonstrates outstanding time management across parallel academic and research commitments
- Active member of the IMSI Lab's PNI research initiative