Lee, Gihun

7 publications

CVPR 2024 FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning Gihun Lee, Minchan Jeong, Sangmook Kim, Jaehoon Oh, Se-Young Yun

ICLR 2024 Instructive Decoding: Instruction-Tuned Large Language Models Are Self-Refiner from Noisy Instructions Taehyeon Kim, Joonkee Kim, Gihun Lee, Se-Young Yun

NeurIPSW 2023 Distort, Distract, Decode: Instruction-Tuned Model Can Refine Its Response from Noisy Instructions Taehyeon Kim, Joonkee Kim, Gihun Lee, Se-Young Yun

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

NeurIPSW 2023 FedSoL: Bridging Global Alignment and Local Generality in Federated Learning Gihun Lee, Minchan Jeong, SangMook Kim, Jaehoon Oh, Se-Young Yun

AAAI 2023 Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-Network Sangmin Bae, Sungnyun Kim, Jongwoo Ko, Gihun Lee, Seungjong Noh, Se-Young Yun

NeurIPS 2022 Preservation of the Global Knowledge by Not-True Distillation in Federated Learning Gihun Lee, Minchan Jeong, Yongjin Shin, Sangmin Bae, Se-Young Yun