CCADD members attended the 2026 Graduate School of Convergence Science and Technology Convergence Academic Festival, held on March 26, 2026, at the Faculty Hall of Seoul National University. This academic festival aimed to promote the exchange of research achievements among the Department of Applied Bioengineering, the Department of Molecular Medicine and Biopharmaceutical Sciences, and the Department of Health Science and Technology, while also providing a forum for presentation and discussion on bio-convergence research. The event brought together faculty members, researchers, and students from diverse fields to share recent research progress. The festival began with opening remarks delivered by Prof. Howard Lee, setting the stage for academic exchange among the participating departments.

More importantly, CCADD members presented one oral presentation and four poster presentations at the festival.

David gave an oral presentation titled “Mechanistic Reasoning Framework for Predicting Multi-Mechanism Pharmacokinetic Drug Interactions”. His work introduced a framework for predicting complex pharmacokinetic drug interactions involving multiple mechanisms.

Yujin’s poster “Annotation-Level Validation and Error Taxonomy for LLM-Assisted Korean–English Pharmaceutical Regulatory Corpus Construction”, focused on validation and error patterns in building a Korean–English pharmaceutical regulatory corpus using LLMs.

In a poster titled “LLM-Based Extraction of Adverse Drug Reactions from Real-World Clinical Notes”, Seoyoon presented an LLM-based approach for extracting adverse drug reaction information from real-world clinical notes.

Suhyun’s poster “Improving Causality Assessment of ADRs in Large Language Models through Rationale-Based Knowledge Distillation”, explored a method for improving the accuracy of causality assessment in LLMs through rationale-based knowledge distillation.

Seeun delivered a poster presentation titled “Generation of Multi-Lingual Synthetic Clinical Notes for Realistic Data Augmentation”, which proposed a framework for generating multilingual synthetic clinical notes to support realistic data augmentation.

Through this academic festival, CCADD members shared their recent research and exchanged ideas with researchers from related fields. The event provided an opportunity to present ongoing work, receive feedback, and engage in discussion on current topics in bio-convergence research.