Automated Vision-Based Detection of Cracks on Concrete Surfaces Using a Deep Learning Technique. - Byunghyun Kim; Soojin Cho (Sensors, 2018)

Automated crack evaluation of a high-rise bridge pier using a ring-type climbing robot. - Keunyoung Jang; Yun-Kyu An; Byunghyun Kim; Soojin Cho (Comput. Aided Civ. Infrastructure Eng., 2021)

Semantic Dietary Personalization for Chronic Disease Management. - Changhyub Woo; Byunghyun Kim; Jaehun Lee; Buhwan Jeong; Jinwoo Song; Carlo Allocca; Rohit Ail (IEEE Big Data, 2022)

Global Convolutional Neural Networks With Self-Attention for Fisheye Image Rectification. - Byunghyun Kim; Dohyun Lee; Kyeong-Yuk Min; Jongwha Chong; Inwhee Joe (IEEE Access, 2022)

Context Consistency Regularization for Label Sparsity in Time Series. - Yooju Shin; Susik Yoon; Hwanjun Song; Dongmin Park; Byunghyun Kim; Jae-Gil Lee 001; Byung Suk Lee 001 (ICML, 2023)

Universal Time-Series Representation Learning: A Survey. - Patara Trirat; Yooju Shin; Junhyeok Kang; Youngeun Nam; Jihye Na; Minyoung Bae; Joeun Kim; Byunghyun Kim; Jae-Gil Lee 001 (CoRR, 2024)

Continuous-Time Linear Positional Embedding for Irregular Time Series Forecasting. - Byunghyun Kim; Jae-Gil Lee 001 (CoRR, 2024)

CH:ALK - Rapid automatic labeling toolkit to develop training images for concrete damage segmentation models. - Hyojae Shin; Byunghyun Kim; Soojin Cho (Adv. Eng. Softw., 2025)

Crack Assessment Using Cascade Mask R-CNN and Dilation-Erosion Processing Technique. - Sukkyoung Bae; Byunghyun Kim; Soojin Cho (J. Comput. Civ. Eng., 2025)

Training Deep Learning Segmentation Models Using Super-Resolution Crack Images for Detection of Thin Concrete Cracks. - Dokyoon Oh; Seran Jeong; Sukkyoung Bae; Byunghyun Kim; Soojin Cho (J. Comput. Civ. Eng., 2025)