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아이콘

염성관

Youm Sungkwan



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전화번호 061-750-3624

이메일 skyoum@scnu.ac.kr

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학술논문

순번 제목 기관명 기간
1 Theoretically Grounded Adaptive Sampling for Imbalanced Multi-Label Classification in Medical Text IEEE 202512
2 Synthetic Data Augmentation for Imbalanced Tabular Data: A Comparative Study of Generation Methods MDPI 202602
3 Force Feedback-Based Adaptive Sensor Fusion Algorithm for Precision Enhancement in VR-Based Medical Training Systems IEEE 202601
4 The pediatric transfer gap: How adult-ICU-trained machine-learning models degrade on pediatric intensive care patients Elsevier Ireland Ltd 202607
5 CLF-CBF Quadratic Program for Nonlinear Virtual Inertia Synthesis With Safety-Critical Current Limiting in Grid-Forming Inverters Institute of Electrical and Electronics Engineers Inc. 202607
6 ATRiSS: Adaptive Threat-Aware RIS–ISAC–SKG Security for 6G With Per-Block Phase, Artificial-Noise, and Overhead Optimization IEEE 202608
7 NeuroCompile: A hardware-aware optimization framework with a Lava code-generation prototype for spiking neural networks on the Neuromorphic Intermediate Representation Elsevier 202608
8 FedTQK: Communication-Efficient Quantum Kernel Federated Learning for Anomaly Detection in Resource-Constrained IoT Networks IEEE 202609
9 Physics-informed neural ODE for continuous-time dynamics modeling and certified tracking control of soft robots Elsevier 202609
10 Reducing the Quantization-Metadata Cost of Transformer KV Caches on Edge FPGAs IEEE 202610
11 QTN-Hybrid: A DSP-Free Non-Linear Tensor-Network Classifier for Low-Latency FPGA Inference IEEE 202610
12 Noise-aware quantum federated learning for NISQ IoT edge computing: Trainability, communication–accuracy trade-offs, and noise-reliability-weighted aggregation Elsevier B. V. 202610
13 TopoHarness: A Decoupled Agent–Harness Architecture for Topologically Safe and Interpretable Physical AI in IoT-Connected Robots IEEE 202610

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