Oh, Seungeun

1. Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data
   2018/11/28 by Jeong, Eunjeong, Oh, Seungeun, Kim, Hyesung +3 · 14 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Networking and Internet Architecture (cs.NI)
2. Federated Knowledge Distillation
   2020/11/04 by Hyowoon Seo, Seo, Hyowoon, Jihong Park +7 · 2 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and ELM #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Recent advances in label-free imaging and quantification techniques for the study of lipid droplets in cells
   2023/10/25 by Kim, Hyeonwoo, Oh, Seungeun, Lee, Seongsoo +2 · 3 citations
   #Biological Physics (physics.bio-ph) #FOS: Physical sciences #Optics (physics.optics)
4. Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models
   2024/12/17 by Seungeun Oh, Jinhyuk Kim, Oh, Seungeun +9 · 6 citations
   Computer Science · #Topic Modeling
5. Distilling On-Device Intelligence at the Network Edge
   2019/08/16 by Jihong Park, Shiqiang Wang, Park, Jihong +15 · 1 citation
   Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Differentially Private CutMix for Split Learning with Vision Transformer
   2022/10/28 by Oh, Seungeun, Park, Jihong, Baek, Sihun +5 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
7. SplitAMC: Split Learning for Robust Automatic Modulation Classification
   2023/04/17 by Jihoon Park, Park, Jihoon, Seungeun Oh +3 · 1 citation
   Computer Science · #Wireless Signal Modulation Classification
8. Communication-Efficient Hybrid Language Model via Uncertainty-Aware Opportunistic and Compressed Transmission
   2025/05/17 by Oh, Seungeun, Kim, Jinhyuk, Park, Jihong +4 · 1 citation
   #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering