Seok Bin Son

According to our database, Seok Bin Son authored at least 18 papers between 2021 and 2026.

Collaborative distances:

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

2026

Target-Adaptive Neural Architecture Search in YOLOv9 Machine Vision Models.

Seok Bin Son, Yeryeong Cho, Joongheon Kim, Soohyun Park

Proceedings of the 40th International Conference on Information Networking, 2026

zkQML: Verifiable and Privacy-Preserving Inference for Quantum Machine Learning (Student Abstract).

Seung Kwon Lee, Seok Bin Son, Joongheon Kim, Hoh Peter In

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Auction-Based Trustworthy and Resilient Quantum Distributed Learning.

Hyunsoo Lee, Seok Bin Son, Samuel Yen-Chi Chen, Soohyun Park

IEEE Internet Things J., July, 2025

Quantum Circuit Structure Optimization for Quantum Reinforcement Learning.

Seok Bin Son, Joongheon Kim

CoRR, July, 2025

Hierarchical Scheduling for Oil Spill SAR Image Detection in Space-Air-Ground Integrated Networks.

Seok Bin Son, Soohyun Park

IEEE Trans. Veh. Technol., June, 2025

Dynamic Quantum Federated Learning for UAV-Based Autonomous Surveillance.

Soohyun Park, Seok Bin Son, Soyi Jung, Joongheon Kim

IEEE Trans. Veh. Technol., May, 2025

Toward Uniform Quantum Federated Aggregation: Heterogeneity Exclusion Using Entropy and Fidelity.

Seok Bin Son, Soohyun Park

IEEE Internet Things J., March, 2025

Quantum federated learning with pole-angle quantum local training and trainable measurement.

Soohyun Park, Hyunsoo Lee, Seok Bin Son, Soyi Jung, Joongheon Kim

Neural Networks, 2025

Filtered One-Shot Training for Quantum Architecture Search.

Seok Bin Son, Samuel Yen-Chi Chen, Joongheon Kim, Soohyun Park

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

2024

Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming Using Adaptive Super-Resolution.

Minseok Choi, Won Joon Yun, Seok Bin Son, Soohyun Park, Joongheon Kim

IEEE Trans. Green Commun. Netw., March, 2024

A Comprehensive Study on Key Components of Grayscale-based Deepfake Detection.

Seok Bin Son, Seong-Hee Park, Youn Kyu Lee

KSII Trans. Internet Inf. Syst., 2024

Trends in One-Shot Neural Architecture Search.

Seok Bin Son, Soohyun Park, Joongheon Kim

Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

Introduction to Quantum Multi-Agent Reinforcement Learning: Concepts and Applications.

Yeryeong Cho, Seok Bin Son, Soohyun Park, Joongheon Kim

Proceedings of the 15th International Conference on Information and Communication Technology Convergence, 2024

2023

Entropy-Aware Similarity for Balanced Clustering: A Case Study With Melanoma Detection.

Seok Bin Son, Soohyun Park, Joongheon Kim

IEEE Access, 2023

Introduction to MITRE ATT&CK: Concepts and Use Cases.

Seok Bin Son, Soohyun Park, Haemin Lee, Youngkee Kim, Dongwan Kim, Joongheon Kim

Proceedings of the International Conference on Information Networking, 2023

2022

Tutorial on Course-of-Action (COA) Attack Search Methods in Computer Networks.

Seok Bin Son, Soohyun Park, Haemin Lee, Joongheon Kim, Soyi Jung, Dong Hwa Kim

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Spatio-Temporal Attack Course-of-Action (COA) Search Learning for Scalable and Time-Varying Networks.

Haemin Lee, Seok Bin Son, Won Joon Yun, Joongheon Kim, Soyi Jung, Dong Hwa Kim

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

2021

A Measurement Study on Gray Channel-based Deepfake Detection.

Seok Bin Son, Seong-Hee Park, Youn Kyu Lee

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021