Activity

News

Awards

2025

우수논문상한국소프트웨어종합학술대회박경진 · 허경영 · 노다솜
장려상학생주도프로젝트이찬
우수상, 특별상MEDICAL HACK 2025이찬 · 이재강 · 김수현 · 이해인

2024

우수발표논문상한국소프트웨어종합학술대회이찬 · 노윤우 · 유은진 · 전한나
우수발표논문상한국소프트웨어종합학술대회손연경 · 조영빈 · 이찬
학부생부문 장려상한국소프트웨어종합학술대회하석현 · 김수현 · 이해인 · 김예준 · 강경래 · 손연경
최우수논문상한국소프트웨어종합학술대회노다솜
우수논문상한국소프트웨어종합학술대회조영빈 · 박경진 · 노다솜 · 서민지
우수상학생주도프로젝트손연경
학부생부문 논문상한국컴퓨터종합학술대회송민정 · 손연경 · 박경진

2023

우수발표논문상한국컴퓨터종합학술대회노다솜 · 구본유
우수발표논문상한국소프트웨어종합학술대회허경영 · 손연경
우수논문상한국컴퓨터종합학술대회손연경 · 신예원

2022

우수상CBL 좋은수업취재공모전
장려상학생주도프로젝트강재민 · 임현진
우수발표논문상한국컴퓨터종합학술대회임현진 · 강재민 · 구본유

2021

우수발표논문상한국소프트웨어종합학술대회임현진 · 문기성
우수상PNU AI 오픈소스 SW 해커톤정영석 · 서영민

Conferences

International Conferences

2026.09.27 – 10.01

MICCAI 2026

29th International Conference on Medical Image Computing and Computer Assisted Intervention

Strasbourg, France

PresentedCross-Modal Concept Transfer: from ECG Signals to Images for Explainable Disease Prediction

2026.08.17 – 08.21

ICPR 2026

28th International Conference on Pattern Recognition

Lyon, France

PresentedWhen GNNs Meet MoE: From Structural Design to Representation-Level Analysis

2025.02.25 – 03.04

AAAI 2025

39th Annual AAAI Conference on Artificial Intelligence

Philadelphia, USA

PresentedMORE: Molecule Pretraining with Multi-Level Pretext Task

Research Grants

연구과제

2022~2027초거대 사전학습 약물 모델 개발 및 다제약물 복용 진단 · 한국연구재단
2023~2024형광 나노센서 어레이의 패턴인식을 이용한 생체물질센서 및 모델개발 · 씨젠의료재단
2023~2025인공지능기반 지연재발예측모델프로그램개발 · 국립암센터 · 삼성서울병원, 디시젠 협업
2023~2025유방재건시 방사선 치료로 인한 피부세균총 변화가 감염 발생에 미치는 영향 · 한국연구재단 · 서울대학교병원 성형외과
2023~2026인공지능융합연구센터지원(부산대학교) · 정보통신기획평가원
2022~2025차세대 바이오헬스산업 혁신인재양성사업 · 산업통상자원부
2023~2028SW중심대학(부산대학교) · 정보통신기획평가원

Seminar

Lab Seminar

2026

2026.09.10Controllable Molecular Editing: MEGA and RASEGyoungJin Park
2026.07.29Machine learning-aided generative molecular designGyoungyoung Heo
2026.07.24LLM as a World ModelJaekang Lee
2026.07.24RAGGyoungJin Park
2026.07.20Do Large Language Models Understand Molecules?Dasom Noh
2026.06.16LISA: Learning Input-specific Sparse Activation Steering for Chest X-Ray Report GenerationJaekang Lee
2026.06.05MolRAGGyoungyoung Heo
2026.05.29Wearable-ECGMinjy Suh
2026.05.15Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-TuningDasom Noh
2026.05.08멀티 에이전트 연구 동향Jiseok Oh
2026.04.10Claude Code로 연구하기GyoungJin Park
2026.04.03ReasoningSuyeon Min
2026.03.27Unveiling Latent Knowledge in Chemistry Language Models through Sparse AutoencodersJinyoung Yoo
2026.03.20Nemotron 3 Super: From Chatbot to Agentic AIJaekang Lee
2026.03.13Curriculum-aware Training for Discriminating Molecular Property Prediction ModelsGyoungyoung Heo
2026.03.06Deep Semi-Supervised LearningDasom Noh
2026.02.27Label Disagreement & Multi-AgentMinjy Suh
2026.02.11Beyond Molecular Structure: Integrating External Knowledge in Biomolecular InteractionsGyoungJin Park
2026.01.22Do I know this entity?Jaekang Lee
2026.01.16Flow MatchingGyoungyoung Heo
2026.01.09HIGFormerChan Lee

2025

2025.11.28SAE 기반 LLM 모델 해석 및 유도Jaekang Lee
2025.11.14LLaMoSuyeon Min
2025.10.24A Survey of External Knowledge Integration methodsGyoungJin Park
2025.10.17CREMA: A Contrastive Regularized Masked Autoencoder for Robust ECG Diagnostics across Clinical DomainsMinjy Suh
2025.09.19DDI Prediction: Recent Approaches Combining Knowledge Graph and Graph StructuresDasom Noh
2025.09.12MIPT: Multilevel Informed Prompt Tuning for Robust Molecular Property PredictionGyoungyoung Heo
2025.09.04The Evolving Edge of Transformer ArchitectureJaekang Lee
2025.08.29How Do Language Models Understand Chemical KnowledgeGyoungJin Park
2025.08.22What shapes the loss landscape of self supervised learningSuyeon Min
2025.08.14HeartLangMinjy Suh
2025.08.08TSLANetYoungbin Jo
2025.08.01Factorized Contrastive LearningChan Lee
2025.07.25DDI-OODDasom Noh
2025.07.18Tokenizer for MolecularGyoungyoung Heo
2025.06.27Titans: Learning to Memorize at Test TimeJaekang Lee
2025.06.13PocketDTAGyoungJin Park
2025.06.05GMPNNSuyeon Min
2025.05.30SSL Model CollapseMinjy Suh
2025.05.23TimesNetYoungbin Jo
2025.05.16Multimodal LearningChan Lee
2025.05.02Is Homophily a Necessity for Graph Neural Networks?Dasom Noh
2025.04.18Relative Molecule Attention TransformerGyoungyoung Heo
2025.04.11Diffusion & LM modelJaekang Lee
2025.04.04DiffDockGyoungJin Park
2025.03.28Positional EncodingSuyeon Min
2025.03.21Graph Pooling & Multi-Head AttentionMinjy Suh
2025.02.21Spurious Correlation-Feature disentanglementYoungbin Jo
2025.02.14Finite Markov Decision ProcessGyoungyoung Heo
2025.02.07Out-Of-Distribution on GraphsDasom Noh
2025.01.24LTSF-LinearChan Lee
2025.01.17Retrieval-Augmented Generation for LLM (RAG 개념 정리)Jaekang Lee
2025.01.10Geometric Deep Learning for Structure-Based Drug Design: Chapter 2. The Generative TasksGyoungJin Park