Education

- M.S. in Department of AI, SEOULTECH, Mar. 2024 ~ Present
- B.S. in Electronic Engineering, SEOULTECH, Mar. 2017 ~ Feb. 2024

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Publications

CHI 2025 - iMedic: Towards Smartphone-based Self-Auscultation Tool for AI-Powered Pediatric Respiratory Assessment (SG Jeong, SW Nam, SK Jung, SE Kim)

INTERSPEECH 2025 - Patient-Aware Feature Alignment for Robust Lung Sound Classification: Cohesion-Separation and Global Alignment Losses (SG Jeong, SE Kim)

arXiv preprint 2025 - Adaptive Knowledge Distillation using a Device-Aware Teacher for Low-Complexity Acoustic Scene Classification (SG Jeong, SE Kim<)

전자공학회지, 53-62, 2025 - 차세대 뉴로모픽 컴퓨팅의 핵심, 스파이킹 뉴럴 네트워크: 최신 모델 연구 동향 (임진교, 정승규, 김성은)

arXiv preprint 2025 - Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone (SG Jeong, SE Kim)

한국통신학회 학술대회논문집, 2025 - CRNN 기반 사운드 이벤트 검출을 통한 스마트 양봉 위험 관리 시스템 (정승규, 김성은)

한국통신학회 학술대회논문집, 2023 - Audio Spectrogram Transformer 를 이용한 폐음 기반 호흡기 질환 분류에 관한 연구 (정승규, 김성은)

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Patents

comming soon

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Research Experience

- CTO at Medisensing (May 2024 ~ Present)

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Research Project

- [Medisensing] iMedic Development (May 2024 ~ Dec 2024)

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