Research

Research Area

Foundation Models

• Model Intelligence: Pretraining, Architecture Design, and Reasoning Capabilities 

• Agentic AI: AI Agents, Autonomous Planning, and Tool-use 

• Trustworthy AI: AI Safety, Security (Adversarial Robustness), and Alignment 

• Reasoning & Cognitive Capabilities: Neural-Symbolic NLP and Human-like Intelligence

• LLM Robustness & Evaluation: Rigorous Benchmarking for Foundation Models

• RAG & Knowledge: Knowledge-Augmented LLMs and Factuality

• Multimodality expansion: Beyond Text to Vision, Audio, and Unified Understanding

Natural Language Processing

• Linguistic Intelligence: Advanced NLP, Machine Translation, and Tokenization 

• Cross-lingual NLP: Multilingual Systems and Cross-lingual Transfer Learning 

• Language Generation: Controllable and Structured Text Generation 

• Commonsense Reasoning: Knowledge-based Logic and Neural-Symbolic NLP

Projects

• 융합보안대학원 (숭실대학교) (2025~ 2029, 참여연구자, IITP)

• 소프트웨어중심대학 - 스파르탄SW교육원 (숭실대학교) (2025 ~ 2029,  참여연구자, IITP)

• Soongsil University Research Fund (New Faculty Research Support) (2025~ 2026, 연구책임자, Soongsil University)

• 대학기초연구소지원사업 (G-LAMP, Global-Learning & Academic research institution) (2025 ~ 2029,  참여연구자, NRF)

• 인공지능(AI) 분야 첨단산업 인재양성 부트캠프 (2025 ~ 2030,  참여연구자, Ministry of Education)

• 전문인재 양성 프로그램 연수기관 (정보기술·인공지능(IT·AI) 분야) (2026 ~ 2030,  참여연구자, KOICA)

• 2026년 인공지능 말평 운영 및 연계 행사 개최 (2026, 공동 연구책임자 (용역과제), National Institute of the Korean Language)

• 우수연구 신진연구 (유형B) (2026 ~ 2029, 연구책임자 (3책5공), NRF)