Bonyou Koo, Sunyoung Kwon. IEEE Access, January 2025 [link]
Analysis of Molecular Graph Characteristics and Performance Comparison With Hydrogen and Interatomic Bonding Information Usage
Dasom Noh, Yeongyeong Son, Bonyou Koo, Sunyoung Kwon, KIISE Transactions on Computing Practices, pp 49-54, January 2024 [link]
Prediction of CNC Tool Wear using a Spectrogram on the Vibration Signal
Jaemin Kang, Hyeon-jin Im, Bonyou Koo, Sunyoung Kwon, Korean Institute of Information Scientists and Engineers, pp 357-363, August 2023 [link]
Semantic and Frequency-Aware Hybrid Log Embedding for Anomaly Detection 🏆 (Honorable Mention, Undergraduate Division )
Yeeun Kim, Bonyou Koo, Insung Han,Jungsik Lee, Sung-Jin Park, Sun-Young Im, Byungkook Oh , Proceedings of KIISE, pp.2177-2179, June 2026 [link]
Provenance Graph-based APT Detection via Task Alignment of Language Models and Graph Neural Networks 🏆 (Honorable Mention, Undergraduate Division )
Jaejin Lee, Bonyou Koo, Insung Han, Jungsik Lee, Sung-Jin Park, Sun-Young Im, Byungkook Oh, Proceedings of KIISE, pp.2,186 - 2,188, June 2026 [link]
Analyzing graph pooling from a structural perspective
Bonyou Koo, Sunyoung Kwon, Proceedings of KIISE, pp.874-876, December 2023 [link]
Analysis of Characteristics of Molecular Graph Datasets and Performance comparison based on Node Feature Composition 🏆 (Best presentation award)
Dasom Noh, Bonyou Koo, Sunyoung Kwon, Proceedings of KIISE, pp. 982-984, June 2023 [link]
Analyzing Readout Functions in Molecular Property Prediction
Bonyou Koo, Sunyoung Kwon, Proceedings of KIISE, pp. 1,103-1,105, June 2023 [link]
Feature Fusion for ECG Arrhythmia Classification
Bonyou Koo, Sunyoung Kwon, Proceedings of KIISE, , pp. 730-732, June 2023 [link]
Prediction of CNC tool wear based on Audio Feature Extraction of Vibration Signal
🏆(Best presentation award)
Hyeon-jin Im, Jaemin Kang, Bonyou Koo, Sunyoung Kwon, Proceedings of KIISE, pp. 981-983 June 2022 [link]