Seungeun Oh

24 papers A* 1Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reliable Multi-Modal Semantic Communication via AI-Oriented Residual Encoding.
IEEE Wirel. Commun. Lett.
Jinhyuk Choi, Seungeun Oh, Seong-Lyun Kim
2025 J jnl
Action Deviation-Aware Inference for Low-Latency Wireless Robots.
CoRR
Jeyoung Park, Yeonsub Lim, Seungeun Oh, Jihong Park, Jinho Choi, Seong-Lyun Kim
2025 J jnl
Communication-Efficient Hybrid Language Model via Uncertainty-Aware Opportunistic and Compressed Transmission.
CoRR
Seungeun Oh, Jinhyuk Kim, Jihong Park, Seung-Woo Ko, Jinho Choi, Tony Q. S. Quek, Seong-Lyun Kim
2025 — conf
Deadline-Aware Bandwidth Allocation for Semantic Generative Communication with Diffusion Models.
SPAWC
Jinhyuk Choi, Jihong Park, Seungeun Oh, Seong-Lyun Kim
2025 J jnl
Deadline-Aware Bandwidth Allocation for Semantic Generative Communication with Diffusion Models.
CoRR
Jinhyuk Choi, Jihong Park, Seungeun Oh, Seong-Lyun Kim
2025 J jnl
Energy-Efficient Wireless LLM Inference via Uncertainty and Importance-Aware Speculative Decoding.
CoRR
Jihoon Park, Seungeun Oh, Seong-Lyun Kim
2025 J jnl
FedGMR: Federated Learning with Gradual Model Restoration under Asynchrony and Model Heterogeneity.
CoRR
Chengjie Ma, Seungeun Oh, Jihong Park, Seong-Lyun Kim
2025 J jnl
Quantum infidelity codistillation for fast and accurate distributed quantum machine learning.
J. Supercomput.
Seungeun Oh, Jinhyuk Kim, Jihong Park, Hankyul Baek, Hyunsoo Lee, Joongheon Kim, Seong-Lyun Kim
2024 J jnl
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning.
IEEE Trans. Big Data
Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix.
CoRR
Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix.
Trans. Mach. Learn. Res.
Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models.
CoRR
Seungeun Oh, Jinhyuk Kim, Jihong Park, Seung-Woo Ko, Tony Q. S. Quek, Seong-Lyun Kim
2023 — conf
SplitAMC: Split Learning for Robust Automatic Modulation Classification.
VTC2023-Spring
Jihoon Park, Seungeun Oh, Seong-Lyun Kim
2023 J jnl
SplitAMC: Split Learning for Robust Automatic Modulation Classification.
CoRR
Jihoon Park, Seungeun Oh, Seong-Lyun Kim
2022 J jnl
Differentially Private CutMix for Split Learning with Vision Transformer.
CoRR
Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2022 A* conf
LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning.
WWW
Seungeun Oh, Jihong Park, Praneeth Vepakomma, Sihun Baek, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2021 J jnl
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning.
IEEE Intell. Syst.
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Federated Knowledge Distillation.
CoRR
Hyowoon Seo, Jihong Park, Seungeun Oh, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.
CoRR
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2020 J jnl
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.
IEEE Commun. Lett.
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2019 J jnl
Distilling On-Device Intelligence at the Network Edge.
CoRR
Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
2019 J jnl
Multi-hop Federated Private Data Augmentation with Sample Compression.
CoRR
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
2018 J jnl
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.
CoRR
Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
2018 — conf
Poster: Location-based Directional CSMA/CA for Millimeter Wave V2V Communications.
VNC
Seungeun Oh, Hyesung Kim, Seong-Lyun Kim