To overcome the limitations of existing AI technologies, we focus our efforts developing core AI capabilities in three areas: LEarning, Architecture, and Perception. Our goal is to “Develop lightweight and efficient foundational core AI technology that cooperates with humans and uses knowledge and cognition” through offering 30 related AI courses through a specialized curriculum.

• LEarning : Advancement of foundational AI technology through research AI models and overcoming their limitations, explainable AI, and human-in-the-loop AI models.
• Architecture : Advancement of AI computing through research on computer systems and architectures of artificial intelligence platforms for accelerating and optimizing artificial intelligence models, next-generation deep learning model accelerators, and machine learning architecture design.
• Perception : Advancement of language/voice/visual cognitive intelligence and of cognitive technology for AI+X convergence research through research on language/audio/video generation and improvement of comprehension skills.

Yonsei University, as a comprehensive university, focuses on four AI+X application areas (Medicine, Engineering, financial Service, Humanity) to maximize the synergistic strengths from delivering the strong foundation AI applied research to the application areas. The department performs AI+X convergence research and offers AI convergence courses for all students.

• AI+Medicine : Utilizing vast medical data from the globally renowned Yonsei University Health System, research and education efforts aim to revolutionize healthcare services and the medical industry through core precision medicine technologies and explainable clinical AI. Collaborations include global institutions like MIT, Stanford University, and Cleveland Clinic, as well as domestic startups and SMEs such as InBody and DEEPNOID.
• AI+Engineering : To foster the development and research of AI technologies essential for future industries such as smart factories, robotics, and autonomous vehicles—in conjunction with the cutting-edge majors within the College of Engineering—we have established a robust collaborative framework. This framework includes diverse industry cooperation projects and recruitment-linked internships with both domestic and international companies, as well as leading global research and educational institutions.
• AI+financial Service : Through close collaboration with the School of Business and the Graduate School of Information, AI-based courses addressing entrepreneurship, business, and finance are provided. Partnerships with major Korean financial institutions and global players like Barclays aim to develop AI interpretation technologies for financial decision-making and services. Yonsei also fosters entrepreneurship through initiatives like YVIP and the Yonsei AI Investment Fund.
• AI+Humanity : Research and education programs focus on improving quality of life and creating social value by addressing technological and policy issues related to AI ethics and law. Collaborative projects with public institutions like the Seoul Metropolitan Government aim to promote AI innovation for marginalized communities and socially vulnerable groups.