CV

Education

• B.S. in Economics, Yonsei University, 2020
  • Minor in Applied Statistics
• M.S.E. in Data Science, University of Pennsylvania, 2022
• Ph.D in Computer and Information Science, University of Pennsylvania, 2027 (expected)

Work experience

• Summer 2015: Research Assistant
  • Github University
  • Duties included: Tagging issues
  • Supervisor: Professor Git
• Fall 2015: Research Assistant
  • Github University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub

Publications

Discrepant Effects of Case Volume on Mortality After Elective and Ruptured Abdominal Aortic Aneurysm Repair

Unsupervised Entity Linking with Guided Summarization and Multiple-Choice Selection

Functional Clustering Methods for Binary Longitudinal Data with Temporal Heterogeneity

Specific Associations of Passively Sensed Smartphone Data with Future Symptoms of Avoidance, Fear, and Physiological Distress in Social Anxiety

An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives

Differential temporal utility of passively sensed smartphone features for depression and anxiety symptom prediction: A longitudinal cohort study

Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination

Studying Differential Mental Health Expressions in India

Language-based EMA Assessments Help Understand Problematic Alcohol Consumption

A Cross-cultural Examination of Temporal Orientation Through Everyday Language on Social Media

Talks

Intro to Independent Study Projects

September 09, 2022

Talk at Research Practicum Course, University of Pennsylvania, Philadelphia, Pennsylvania

An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives

September 09, 2022

Talk at EMNLP 2023, Resorts World Convention Centre, Singapore

Unsupervised Entity Linking with Guided Summarization and Multiple-Choice Selection

December 11, 2022

Poster at EMNLP 2022, Abu Dhabi, UAE

Future ChatGPT/Chat GPT Student Talks

September 07, 2023

Panel Session at IBI / GCP 1st Annual Retreat, Bear Creek Mountain Resort, Macungie, Pennsylvania

An Integrative Survey on Mental Health Conversational Agents to Bridge Computer Science and Medical Perspectives

October 06, 2023

Talk & poster at Penn ASSET/IBI Symposium on Trustworthy AI for Health Care, Singh Center for Nanotechnology, University of Pennsylvania, Philadelphia, Pennsylvania