Hyungu Kahng

According to our database, Hyungu Kahng authored at least 12 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Semi-Supervised Learning Under Extreme Class Imbalance in Wafer Bin Map Defect Pattern Classification.

Jinyong Jeong, Hyungu Kahng, Seoung Bum Kim

IEEE Access, 2026

2025

Safe Semi-Supervised Contrastive Learning Using In-Distribution Data as Positive Examples.

Mingu Kwak, Hyungu Kahng, Seoung Bum Kim

IEEE Access, 2025

Multi-Expert Distributionally Robust Optimization for Out-of-Distribution Generalization.

Jinyong Jeong, Hyungu Kahng, Seoung Bum Kim

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Domain Generalization Through Domain-Expert Risk Assessment.

Jinyong Jeong, Hyungu Kahng, Seoung Bum Kim

Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2025

2024

Deep semi-supervised regression via pseudo-label filtering and calibration.

Yongwon Jo, Hyungu Kahng, Seoung Bum Kim

Appl. Soft Comput., 2024

2023

Domain Generalization via Heckman-type Selection Models.

Hyungu Kahng, Hyungrok Do, Judy Zhong

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Mixup-based classification of mixed-type defect patterns in wafer bin maps.

Wooksoo Shin, Hyungu Kahng, Seoung Bum Kim

Comput. Ind. Eng., 2022

2021

Hierarchical segment-channel attention network for explainable multichannel signal classification.

Jiyoon Lee, Hyungrok Do, Mingu Kwak, Hyungu Kahng, Seoung Bum Kim

Inf. Sci., 2021

2020

Intelligent traffic control for autonomous vehicle systems based on machine learning.

Sangmin Lee, Younghoon Kim, Hyungu Kahng, Soonkyo Lee, Seokhyun Chung, Taesu Cheong, Keeyong Shin, Jeehyuk Park, Seoung Bum Kim

Expert Syst. Appl., 2020

Early Diagnosis and Prediction of Wafer Quality Using Machine Learning on sub-10nm Logic Technology.

Heung-Kook Ko, Sena Park, Jihyun Ryu, Sung Ryul Kim, Giwon Lee, Dongjoon Lee, Sangwoo Pae, Euncheol Lee, Yongsun Ji, Hai Jiang, Taeyoung Jeong, Taiki Uemura, Dongkyun Kwon, Hyungrok Do, Hyungu Kahng, Yoon-Sang Cho, Jiyoon Lee, Seoung Bum Kim

Proceedings of the 2020 IEEE International Reliability Physics Symposium, 2020

2019

Opponent Modeling Under Partial Observability in StarCraft with Deep Convolutional Encoder-Decoders.

Hyungu Kahng, Seoung Bum Kim

Proceedings of the Intelligent Systems and Applications, 2019

2018

Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders.

Hyungu Kahng, Yonghyun Jung, Yoon-Sang Cho, Gonie Ahn, Youngjoon Park, Uk Jo, Hankyu Lee, Hyungrok Do, Junseung Lee, Hyunjin Choi, Iljoo Yoon, Hyunjae Lee, Daehun Jun, Changhyeon Bae, Seoung Bum Kim

CoRR, 2018