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

NMS-KSD: Efficient knowledge distillation for dense object detection via non-maximum suppression and feature storage

Suho Son and Byung Cheol Song, IEEE Access, 2025 DOI

Compressing neural networks on limited computing resources

Seunghyun Lee, Dongjun Lee, Minju Hyun , Heeje Kim and Byung Cheol Song, IEEE Access, 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

Enhancing generalization of medical image segmentation via game theory-based domain selection

Zuyu Zhang, Yan Li and Byeong-Seok Shin, HUMAN-CENTRIC JOURNAL OF BIOMEDICAL INFORMATICS, 2025 DOI

Out-of-distribution detection by quantifying the uncertainty with the stochastic weight ensemble

Zongjing Cao, Yan Li and Byeong-Seok Shin, HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 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

Accelerating the cloud-based visualization system for digital twin applications: BVH-based rendering optimization

Eun-Seok Lee, Byeong-Seok Shin, HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES, 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