An SoC Integrating an H.264 Encoder with an ISP. - Eung Sup Kim; Seongyoon Kim; Gyoung-Hwan Hyun; Jin-Su Jung; Chae-Eun Rhee; Yongseok Jin; Hyuk-Jae Lee (ISCAS, 2009)

Accelerating Randomly Projected Gradient with Variance Reduction. - Seongyoon Kim; SeYoung Yun (BigComp, 2020)

Recurrent neural network-induced Gaussian process. - Xiang Sun; Seongyoon Kim; Jung-Il Choi (Neurocomputing, 2022)

Mitigating Dataset Bias by Using Per-Sample Gradient. - Sumyeong Ahn; Seongyoon Kim; Se-Young Yun (ICLR, 2023)

FedFN: Feature Normalization for Alleviating Data Heterogeneity Problem in Federated Learning. - Seongyoon Kim; Gihun Lee; Jaehoon Oh; Se-Young Yun (CoRR, 2023)

FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning. - Seongyoon Kim; Minchan Jeong; Sungnyun Kim; Sungwoo Cho; Sumyeong Ahn; Se-Young Yun (Trans. Mach. Learn. Res., 2025)