AI 융합형 인재양성과 기술확산의 허브 

산업 혁신형 AI 융합 특화인재 양성

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연구성과  
국제학술지 논문  

국제학술지 논문

Highly stable two-level current fluctuation in complex oxide heterostructures

Sunwoo Lee et al., Nature Communications, 2025 DOI

Geometric approach to efficient modeling and rendering of opaque ice with directional air bubbles

Jong-Hyun Kim, IEEE Access, 2025 DOI

Porous models for enhanced representation of saturated curly hairs: simulation and learning

Jong-Hyun Kim, Jung Lee, IEEE Access, 2025 DOI

Out-of-distribution detection via outlier exposure in federated learning

Gu-Bon Jeong, Dong-Wan Choi, Neural Networks, 2025 DOI

Numerical dispersed flow simulation of fire-flake particle dynamics and its learning representation

Jong-Hyun Kim, Jung Lee, PeerJ Computer Science, 2025 DOI

FaceArchive: Facial image tokenizer for identity and attribute preserving face generation

Fabianaugie Jametoni, In Kyu Park, IEEE Access, 2025 DOI

Real-time long-wave infrared semantic segmentation with adaptive noise reduction and feature fusion

Hae-Jun Bae, Dong-Goo Kang, Min-Hye Chang, Kye-Young Jeong, and Byung-Cheol Song, IEEE Access, 2025 DOI

VOMTC: Vision objects for millimeter and terahertz communications

Sunwoo Kim, Yongjun Ahn, Daeyoung Park, Byonghyo Shim, IEEE Transactions on Cognitive Communications and Networking, 2025 DOI

CutMAA: Motion-aware data augmentation for Light field super-resolution

Sojin Yun, Namhyuk Ahn, In Kyu Park, IEEE Access, 2025 DOI

Deep learning-driven ultrasound equipment quality assessment with ATS-539 phantom data

Dong Hoon Jang, Ji Won Heo, Kyu Hong Lee, Ro Woon Lee, Tae Ran Ahn, Hyun Gyu Lee, International Journal of Medical Informatics, 2025 DOI

Auditable Federated Learning With Byzantine Robustness

Yihuai Liang, Yan Li, Byeong-Seok Shin, IEEE Transactions on Computational Social Systems, 2024 DOI

Advanced GPU techniques for dynamic remeshing and self-collision handling in real-time cloth tearing

Jong-Hyun Kim, Jung Lee, IEEE Access, 2024 DOI

Cutting-Edge Inference: Dynamic DNN Model Partitioning and Resource Scaling for Mobile AI

Jeong-A Lim, Joohyun Lee, Jeongho Kwak, Yeongjin Kim, IEEE Transactions on Services Computing, 2024 DOI

An end-to-end hydrogen supply chain framework with a two-stage model

Jiang Ting, Riju Lavanya and Daisik Nam, International Journal of Sustainable Transportation, 2024 DOI

Comparison of different group-level templates in gradient-based multimodal connectivity analysis

Sunghun Kim, Seulki Yoo, Ke Xie, Jessica Royer, Sara Larivière, Kyoungseob Byeon, Jong Eun Lee, Yeongjun Park, Sofie L. Valk, Boris C. Bernhardt, Seok-Jun Hong, Hyunjin Park, Bo-yong Park, Network Neuroscience, 2024 DOI

Toward enhanced adversarial robustness generalization in object detection: Feature disentangled domain adaptation for adversarial Training

Youjin Jung, Byung Cheol Song, IEEE Access, 2024 DOI

Embracing federated learning: Enabling weak client participation via partial model training

Sunwoo Lee, Tuo Zhang, Saurav Prakash, Yue Niu and Salman Avestimehr, IEEE Transactions on Mobile Computing, 2024 DOI

TS-ECG: A deep learning approach for classification paroxysmal atrial fibrillation during normal sinus rhythm

Myoungsoo Kim, Yong-Soo Baek, Sang-Chul Lee, Dae-Hyeok Kim, Soonil Kwon, So-Ryung Lee, Eue-Keun Choi, Seung Yong Shin and Wonik Choi, IEEE Access, 2024 DOI

Integrating multimodal contrastive learning with prototypical domain alignment for unsupervised domain adaptation of time series

Seo-Hyeong Park, Nur Suriza Syazwany, Ju-Hyeon Nam and Sang-Chul Lee, Engineering Applications of Artificial Intelligence, 2024 DOI

Order-preserving pattern matching with partition

Joong Chae Na, Youngjoon Kim, Seokchul Kang and Jeong Seop Sim, Mathematics, 2024 DOI