Email

• gyfla1512@g.skku.edu

Current

• AI Researcher, Data Science & Artificial Intelligence Lab

Site

• Github 

• Velog 

Research Interests

• Applied Artificial Intelligence

• Natural Language Processing

• Large Language Models

Education

• M.S. - Dept. of Applied Artificial Intelligence, College of Computing and Informatics (Advisors: Dr.Jinyoung Han)

  • Sungkyunkwan University (Feb 2023 - Aug 2024)

• B.A - Dept. of Library and Information Science & Dept. of Statistics

  • Sungkyunkwan University (Mar 2019 - Feb 2023)

Careers

• Resarch Intern @RAONDATA (June 2024- July 2024)

• Research Intern @DSAIL(Data Science & Artificial Intelligence Lab) (Feb 2022 - June 2022)

• Research Intern @KISTI(Korea Institute of Science and Technology Information) (Dec 22, 2020-Feb 01, 2021)

Publication

(*=(co-)corresponding author, ** = equal contributions)

[2024]

• "Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning",  Daeun Lee**, Hyolim Jeon**, Sejung Son, Chaewon Park, Jihyun An, Seungbae Kim, and Jinyoung Han*, In NAACL, June. 2024. [Dataset & Code]

• "A Dual-Prompting for Interpretable Mental Health Language Models", Hyolim Jeon**, Dongje Yoo**, Daeun Lee, Sejung Son, Seungbae Kim, and Jinyoung Han*, In CLPsych Workshop, Mar. 2024.

[2023]

• “Learning Co-Speech Gesture for Multimodal Aphasia Type Detection”, Daeun Lee**, Sejung Son**, Hyolim Jeon, Seungbae Kim, and Jinyoung Han*, In EMNLP, Dec. 2023. 

• "Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning", Daeun Lee, Sejung Son, Hyolim Jeon, Seungbae Kim, and Jinyoung Han*, In SIGKDD, Aug. 2023. [Dataset & Code] 

Patents

[2024]

• • Jinyoung Han, Daeun Lee, Sejung Son, and Hyolim Jeon,  "Apparatus for Predicting Aphasia Type and Method Thereof", patent- 10-2024-0060023 (May 2024)

  • Jinyoung Han, Daeun Lee, Sejung Son, and Hyolim Jeon, "Apparatus for predicting future suicide risk and method thereof", patent- 10-2024-0056538 (April 29, 2024)

[2022]

• • Jinyeong Bak, Jiwoo Hong, Hyolim Jeon, Soo Jeong Lee, Seungwoo Lee, and Sehyun An, "Method and apparatus for voice profiling", patent- 10-2022-0065406 (May 27, 2022)

Honors & Awards

• • Diversity and Inclusion Award for EMNLP '23 (Dec 2023)

  • Graduate School Outstanding Student Scholarship, Sungkyunkwan University (Feb 2023)

  • Magna cum laude, Sungkyunkwan University (Feb 2023)

  • Co-Deep Learning Project, "Speaker Profiling Using Deep Learning", Sungkyunkwan University, 2nd Award (Dec 2021) 

  • Academic Excellence ScholarShip, Sungkyunkwan University (Aug 2021)

  • R Winter Boot Camp, Sungkyunkwan University, 1st Award (Feb 2021)

  • Seoul City Local Creator Program Hosted by Jongno-gu and Seoul City Regional Changes, Sungkyunkwan University Startup Support Center Campus Town Business Unit, 4th Award (Dec 2020)

  • Learning Fair, Sungkyunkwan University, 1st Award (Dec 2019) 

Projects

• Modeling and Analyzing a Contact Social Graph for Predicting and Managing Outbreak Disease (Aug 2023-Dec 2023)

• Content Planning and Human-AI Interaction Design for AI-based Digital Therapy Services, Sungkyunkwan University (May 2023-Oct 2023)

• 2023 AI Convergence Research Support Project Grant, Sungkyunkwan University (July 2023 - Aug 2023)

• 4th AIXBOOKATHON, Sungkyunkwan University (Dec 2022-Jan 2023) [Code] 

• 16th Sungkyunkwan University Global C-School Convergence Basic Project (Jan 2022-Feb 2022)