Daeyoung Choi, Jihwan Shin, Gyuejeong Lee. “Prototype Normalization: Optimizing Prototype Separation for Heterogeneous Federated Learning.” European Conference on Computer Vision (ECCV26), Accepted.
Gyuejeong Lee and Daeyoung Choi. “Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments.” AAAI Conference on Artificial Intelligence (AAAI26), Feb. 2026.
정희진, 이규정. “머신러닝을 활용한 공공도서관 이용자 세분화 및 연체 발생 예측에 관한 연구.” 한국문헌정보학회지(KCI), Aug. 2026.
허동재, 이규정, 이채영, 이유진, 김소정, 이승호, 최대영. “드론 영상 기반 지상 지장물 제로샷 탐지를 위한 시각-언어 모델 적용 연구.” 한국산학기술학회지(KCI), Mar. 2026.
Gyuejeong Lee and Daeyoung Choi. “Class-Wise Federated Averaging for Efficient Personalization.” International Conference on Computer Vision (ICCV25), Oct. 2025.
Gyuejeong Lee, Yong-hwan Kim and Daeyoung Choi. “Predictive Factor Analysis of Air-to-Air Engagement Outcomes Using Air Combat Manoeuvring Instrumentation Data.” Defence Science Journal (SCIE), Jan. 2025.
이규정, 최대영. “국방 경계감시시스템의 성능향상을 위한 개인화 연합학습 기법 적용방안 연구.” 한국IT서비스학회(KCI), Jun. 2025.
이규정, 박동석, 최대영. “한국 공군의 공중항적 데이터 활용사례.” 한국IT서비스학회(KCI), Jun. 2025.
Daesik Kim, Gyuejeong Lee, Jisoo Jeong and Nojun Kwak. “Tell me what they're holding: Weakly-supervised object detection with transferable knowledge from human-object interaction.” AAAI Conference on Artificial Intelligence (AAAI), Apr. 2020.
John Yang, Gyuejeong Lee, Simyung Jang and Nojun Kwak. “Towards Governing Agent’s Efficacy: Action-Conditional β-VAE for Deep Transparent Reinforcement Learning.” Asian Conference on Machine Learning (ACML), Oct. 2019.
Gyuejeong Lee, Eunjung Yang, Jihoon Kwon and Nojun Kwak. “Robust measurement validation for radar target tracking using prior information.” IET Radar, Sonar & Navigation (SCIE), Oct. 2019.
이규정, 권지훈, 양은정, 김관성, 곽노준. “TWS 레이더 추적을 위한 가중 점수 기반 추적 초기화 알고리즘 연구.” 한국군사과학기술학회지(KCI), Feb. 2019.
Gyuejeong Lee, Seungeui Lee, Jihoon Kwon and Nojun Kwak. “Probabilistic Track Initiation Algorithm Using Radar Velocity Information in Heavy Clutter Environments.” European Radar Conference (EuRAD), Sep. 2018.