Hansol Jeong is a fourth-year student in the Division of Interdisciplinary Studies in Cultural Intelligence at Dongduk Women's University, Seoul, Republic of Korea. Currently, she is pursuing a B.S. degree in Data Science. Beginning in September 2026, she will participate in KT AIVLE School, an AI talent development and employment-linked program operated by KT Corporation. Her research interests include artificial intelligence and computer vision.

Research Outcomes:

1. (Poster) "소규모 데이터 환경을 위한 Handcrafted 특징 기반 얼굴 감정 인식," 한국멀티미디어학회 춘계학술발표대회 논문집 제29권 1호, pp. 39-42, 2026년 5월.

2. (T.B.D) "Hybrid Feature Fusion for Binary Anger Recognition in Small-Scale Facial Expression Datasets," in Proc. 18th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Bangkok, Thailand, 9-12, Nov. 2026, accepted.

3. (SCIE) "Benchmarking CNN Backbones for Single-Frame Dog Behavior Recognition," Animals, Under Review.

Last Updated Date: September 19, 2026

Ji Dam Lee is a fourth-year student in the Division of Interdisciplinary Studies in Cultural Intelligence at Dongduk Women's University, Seoul, Republic of Korea. Currently, she is pursuing a B.S. degree in Data Science. Her research interests include artificial intelligence, computer vision, and generative model. Upon completing her undergraduate studies, she intends to apply to graduate school to deepen her knowledge of computer vision and pursue a career as a researcher.

Research Outcomes:

1. (Poster) "데이터 전처리가 합성곱 변분 오토인코더 기반 얼굴 표정 이미지 생성에 미치는 영향 분석," 한국멀티미디어학회 춘계학술발표대회 논문집 제29권 1호, pp. 43-46, 2026년 5월.

2. (T.B.D) "A Data-Centric CVAE Framework for Emotion-Aware Facial Expression Image Generation," in Proc. 18th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Bangkok, Thailand, 9-12, Nov. 2026, accepted.

3. (T.B.D) "Rule-Mate: Retrieval Optimization for RAG-Based Question Answering over University Academic Regulations," in Proc. 18th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Bangkok, Thailand, 9-12, Nov. 2026, accepted.

4. (SCIE) "Validation-Guided Reconstruction and Feature-Based Scoring for Medical Image Anomaly Detection," IEEE Sensors Journal, Submitted.

Last Updated Date: September 20, 2026

Jiyi Choi is a fourth-year student in the Division of Interdisciplinary Studies in Cultural Intelligence at Dongduk Women's University, Seoul, Republic of Korea. Currently, she is pursuing a B.S. degree in Data Science. Her research interests include artificial intelligence, computer vision, and generative model. Upon completing her undergraduate studies, she intends to apply to graduate school to deepen her knowledge of computer vision and pursue a career as a researcher.

Research Outcome:

Last Updated Date: April 1, 2026

Hyo Won Choi is a third-year student in the Division of Information Science in Cultural Intelligence at Dongduk Women's University, Seoul, Republic of Korea. Currently, she is pursuing a B.S. degree in Data Science. Her research interests include artificial intelligence and computer vision. Upon completing her undergraduate studies, she intends to apply to graduate school to deepen her knowledge of computer vision and pursue a career as a researcher.

Research Outcome:

1. (T.B.D) "Enhancing Facial Emotion Recognition through Multi-Source CNN Ensembles," in Proc. 18th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Bangkok, Thailand, 9-12, Nov. 2026, accepted. [Code]

Last Updated Date: July 31, 2026

Heeju Noh is a third-year student in the Division of Information Science in Cultural Intelligence at Dongduk Women's University, Seoul, Republic of Korea. Currently, she is pursuing a B.S. degree in Data Science. Her research interests include artificial intelligence and computer vision. Upon completing her undergraduate studies, she intends to apply to graduate school to deepen her knowledge of computer vision and pursue a career as a researcher.

Research Outcome:

Last Updated Date: July 8, 2026

Su Gyeong Heo is a third-year student in the Division of Information Science in Cultural Intelligence at Dongduk Women's University, Seoul, Republic of Korea. Currently, she is pursuing a B.S. degree in Data Science. Her research interests include artificial intelligence and computer vision. Upon completing her undergraduate studies, she intends to apply to graduate school to deepen her knowledge of computer vision and pursue a career as a researcher.

Research Outcome:

Last Updated Date: September 17, 2026