Development of deep learning-based facial expression recognition system. - Heechul Jung; Sihaeng Lee; Sunjeong Park; Byungju Kim; Junmo Kim 002; Injae Lee; Chunghyun Ahn (FCV, 2015)

Mimicking Ensemble Learning with Deep Branched Networks. - Byungju Kim; Youngsoo Kim; Yeakang Lee; Junmo Kim 002 (CoRR, 2017)

Highway Driving Dataset for Semantic Video Segmentation. - Byungju Kim; Junho Yim; Junmo Kim (BMVC, 2018)

Disk-based Matrix Completion for Memory Limited Devices. - Dongha Lee 003; Jinoh Oh; Christos Faloutsos; Byungju Kim; Hwanjo Yu (CIKM, 2018)

Learning Not to Learn: Training Deep Neural Networks With Biased Data. - Byungju Kim; Hyunwoo Kim; Kyungsu Kim 003; Sungjin Kim; Junmo Kim 002 (CVPR, 2019)

Collaborative Method for Incremental Learning on Classification and Generation. - Byungju Kim; Jaeyoung Lee; Kyungsu Kim 003; Sungjin Kim; Junmo Kim 002 (ICIP, 2019)

Adjusting Decision Boundary for Class Imbalanced Learning. - Byungju Kim; Junmo Kim (CoRR, 2019)

Adjusting Decision Boundary for Class Imbalanced Learning. - Byungju Kim; Junmo Kim 002 (IEEE Access, 2020)

Scalable disk-based topic modeling for memory limited devices. - Byungju Kim; Dongha Lee 003; Jinoh Oh; Hwanjo Yu (Inf. Sci., 2020)

Patch-Wise Attention Network for Monocular Depth Estimation. - Sihaeng Lee; Janghyeon Lee 001; Byungju Kim; Eojindl Yi; Junmo Kim 002 (AAAI, 2021)

De-biasing Neural Networks with Estimated Offset for Class Imbalanced Learning. - Byungju Kim; Hyeong Gwon Hong; Junmo Kim 002 (WACV, 2021)

SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models. - Hyeonwoo Kim; Gyoungjin Gim; Yungi Kim; Jihoo Kim; Byungju Kim; Wonseok Lee; Chanjun Park (EMNLP (Industry Track), 2024)

Expanding Search Space with Diverse Prompting Agents: An Efficient Sampling Approach for LLM Mathematical Reasoning. - Gisang Lee; Sangwoo Park; Junyoung Park; Andrew Chung; Sieun Park; Yoonah Park; Byungju Kim; Min-gyu Cho (CoRR, 2024)

Investigating the Automotive HPC Safety Architecture for Software Defined Vehicle. - Jingu Park; Jongil Jeong; Byungju Kim; Sehwan Park; Myungmin Lee; Donghwa Yun; Namyong Park (IRPS, 2025)