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

Online pricing and resource scheduling for profit maximization of cloud storage providers

Kyungtae Lee, Yeongjin Kim, IEEE Transactions on Cloud Computing, 2024 DOI

Factorized 3D-CNN for real-time fall detection and action recognition on embedded system

Nadhira Noor and In Kyu Park, IEEE Access, 2024 DOI

Randomized purifier based on low adversarial transferability for adversarial defense

Sangjin Park, Yoojin Jung and Byung Cheol Song, IEEE Access, 2024 DOI

Hierarchical clustering via single and complete linkage using fully homomorphic encryption

Lynin Sokhonn, Yun-Soo Park and Mun-Kyu Lee, Sensors, 2024 DOI

Connectome reorganization associated with temporal lobe pathology and its surgical resection

Bo-yong Park et al., Brain, 2024 DOI

Fast filter pruning via coarse-to-fine neural architecture search and contrastive knowledge transfer

Seunghyun Lee and Byung Cheol Song, IEEE Transactions on Neural Networks and Learning Systems, 2024 DOI

Differences in cortical microstructure according to body mass index in neurologically healthy populations using structural magnetic resonance imaging

Yunseo Park, Jong Young Namgung, Chae Yeon Kim, Yeongjun Park, Bo-yong Park, Heliyon, 2024 DOI

Tau follows principal axes of functional and structural brain organization in alzheimer’s disease

Bo-yong Park et al., Nature Communications, 2024 DOI

Shifts in structural connectome organization in the limbic and sensory systems of patients with episodic migraine

Eunchan Noh, Jong Young Namgung, Yeongjun Park, Yurim Jang, Mi Ji Lee and Bo-yong Park, JOURNAL OF HEADACHE AND PAIN, 2024 DOI

A shifting role of thalamocortical connectivity in the emergence of cortical functional organization

Bo-yong Park et al., Nature Neuroscience, 2024 DOI