Namkyung Yoon

11 papers Journal 9Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Learning: A Training-Free Alternative to Model Adaptation. CoRR Namkyung Yoon, Kyeonghyun Yoo, Wooyong Jung, Sanghong Kim, Hwangnam Kim
2026	J	`jnl`	Conditional Generative Framework with Peak-Aware Attention for Robust Chemical Detection under Interferences. CoRR Namkyung Yoon, Sanghong Kim, Hwangnam Kim
2026	J	`jnl`	Contrastive Domain Generalization for Cross-Instrument Molecular Identification in Mass Spectrometry. CoRR Seunghyun Yoo, Sanghong Kim, Namkyung Yoon, Hwangnam Kim
2026	J	`jnl`	From Numbers to Prompts: A Cognitive Symbolic Transition Mechanism for Lightweight Time-Series Forecasting. CoRR Namkyung Yoon, Hwangnam Kim
2026	J	`jnl`	KD-EKF: Knowledge-Distilled Adaptive Covariance EKF for Robust UWB/PDR Indoor Localization. CoRR Kyeonghyun Yoo, Wooyong Jung, Namkyung Yoon, Sangmin Lee, Sanghong Kim, Hwangnam Kim
2025	J	`jnl`	RelayGAN: Sequential knowledge propagation for sustainable multi-generation. Array Namkyung Yoon, Hwangnam Kim
2024	J	`jnl`	Adaptive Sensing Data Augmentation for Drones Using Attention-Based GAN. Sensors Namkyung Yoon, Kiseok Kim, Sangmin Lee, Jin Hyoung Bai, Hwangnam Kim
2024	—	`conf`	DMGAN: Bridging AI and Chemistry with Enhanced GC-MS Data Generation. IEEE SENSORS Namkyung Yoon, Hwangnam Kim
2024	J	`jnl`	DeepRSSI: Generative Model for Fingerprint-Based Localization. IEEE Access Namkyung Yoon, Wooyong Jung, Hwangnam Kim
2024	J	`jnl`	Detecting DDoS based on attention mechanism for Software-Defined Networks. J. Netw. Comput. Appl. Namkyung Yoon, Hwangnam Kim
2024	—	`conf`	Pioneering AI in Chemical Data: New Frontline With GC- MS Generation. ICAIIC Namkyung Yoon, Hwangnam Kim