Namkyung Yoon

According to our database, Namkyung Yoon authored at least 11 papers between 2024 and 2026.

Collaborative distances:

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

2026

KD-EKF: Knowledge-Distilled Adaptive Covariance EKF for Robust UWB/PDR Indoor Localization.

Kyeonghyun Yoo, Wooyong Jung, Namkyung Yoon, Sangmin Lee, Sanghong Kim, Hwangnam Kim

CoRR, March, 2026

Beyond Learning: A Training-Free Alternative to Model Adaptation.

Namkyung Yoon, Kyeonghyun Yoo, Wooyong Jung, Sanghong Kim, Hwangnam Kim

CoRR, February, 2026

Contrastive Domain Generalization for Cross-Instrument Molecular Identification in Mass Spectrometry.

Seunghyun Yoo, Sanghong Kim, Namkyung Yoon, Hwangnam Kim

CoRR, February, 2026

From Numbers to Prompts: A Cognitive Symbolic Transition Mechanism for Lightweight Time-Series Forecasting.

Namkyung Yoon, Hwangnam Kim

CoRR, February, 2026

Conditional Generative Framework with Peak-Aware Attention for Robust Chemical Detection under Interferences.

Namkyung Yoon, Sanghong Kim, Hwangnam Kim

CoRR, January, 2026

2025

RelayGAN: Sequential knowledge propagation for sustainable multi-generation.

Namkyung Yoon, Hwangnam Kim

Array, 2025

2024

Adaptive Sensing Data Augmentation for Drones Using Attention-Based GAN.

Namkyung Yoon, Kiseok Kim, Sangmin Lee, Jin Hyoung Bai, Hwangnam Kim

Sensors, August, 2024

Detecting DDoS based on attention mechanism for Software-Defined Networks.

Namkyung Yoon, Hwangnam Kim

J. Netw. Comput. Appl., 2024

DeepRSSI: Generative Model for Fingerprint-Based Localization.

Namkyung Yoon, Wooyong Jung, Hwangnam Kim

IEEE Access, 2024

DMGAN: Bridging AI and Chemistry with Enhanced GC-MS Data Generation.

Namkyung Yoon, Hwangnam Kim

Proceedings of the 2024 IEEE SENSORS, Kobe, Japan, October 20-23, 2024, 2024

Pioneering AI in Chemical Data: New Frontline With GC- MS Generation.

Namkyung Yoon, Hwangnam Kim

Proceedings of the International Conference on Artificial Intelligence in Information and Communication , 2024