Seungeun Oh

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Learning Systems

Millimeter Wave

Inductive Inference

Top Venues

IEEE Intell. Syst.

IEEE Commun. Lett.

Publications

Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning. IEEE Trans. Big Data 10 (3) (2024)
Jihoon Park, Seungeun Oh, Seong-Lyun Kim
SplitAMC: Split Learning for Robust Automatic Modulation Classification. VTC2023-Spring (2023)
Jihoon Park, Seungeun Oh, Seong-Lyun Kim
SplitAMC: Split Learning for Robust Automatic Modulation Classification. CoRR (2023)
Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
Differentially Private CutMix for Split Learning with Vision Transformer. CoRR (2022)
Seungeun Oh, Jihong Park, Praneeth Vepakomma, Sihun Baek, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning. WWW (2022)
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Hiding in the Crowd: Federated Data Augmentation for On-Device Learning. IEEE Intell. Syst. 36 (5) (2021)
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. IEEE Commun. Lett. 24 (10) (2020)
Hyowoon Seo, Jihong Park, Seungeun Oh, Mehdi Bennis, Seong-Lyun Kim
Federated Knowledge Distillation. CoRR (2020)
Seungeun Oh, Jihong Park, Eunjeong Jeong, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. CoRR (2020)
Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim
Multi-hop Federated Private Data Augmentation with Sample Compression. CoRR (2019)
Jihong Park, Shiqiang Wang, Anis Elgabli, Seungeun Oh, Eunjeong Jeong, Han Cha, Hyesung Kim, Seong-Lyun Kim, Mehdi Bennis
Distilling On-Device Intelligence at the Network Edge. CoRR (2019)
Eunjeong Jeong, Seungeun Oh, Hyesung Kim, Jihong Park, Mehdi Bennis, Seong-Lyun Kim
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data. CoRR (2018)
Seungeun Oh, Hyesung Kim, Seong-Lyun Kim
Poster: Location-based Directional CSMA/CA for Millimeter Wave V2V Communications. VNC (2018)