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2020 – today
- 2024
[j3]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): 238-248 (2024)- [i9]Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim:
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix. CoRR abs/2408.01040 (2024) - [i8]Seungeun Oh, Jinhyuk Kim, Jihong Park, Seung-Woo Ko, Tony Q. S. Quek, Seong-Lyun Kim:
Uncertainty-Aware Hybrid Inference with On-Device Small and Remote Large Language Models. CoRR abs/2412.12687 (2024) - 2023
- [c3]Jihoon Park, Seungeun Oh, Seong-Lyun Kim:
SplitAMC: Split Learning for Robust Automatic Modulation Classification. VTC2023-Spring 2023: 1-6 - [i7]Jihoon Park, Seungeun Oh, Seong-Lyun Kim:
SplitAMC: Split Learning for Robust Automatic Modulation Classification. CoRR abs/2304.12200 (2023) - 2022
- [c2]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: 3347-3357 - [i6]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 abs/2210.15986 (2022) - 2021
- [j2]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): 80-87 (2021) - 2020
- [j1]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): 2211-2215 (2020) - [i5]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 abs/2006.09801 (2020) - [i4]Hyowoon Seo, Jihong Park, Seungeun Oh, Mehdi Bennis, Seong-Lyun Kim:
Federated Knowledge Distillation. CoRR abs/2011.02367 (2020)
2010 – 2019
- 2019
- [i3]Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim:
Multi-hop Federated Private Data Augmentation with Sample Compression. CoRR abs/1907.06426 (2019) - [i2]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 abs/1908.05895 (2019) - 2018
- [c1]Seungeun Oh, Hyesung Kim, Seong-Lyun Kim:
Poster: Location-based Directional CSMA/CA for Millimeter Wave V2V Communications. VNC 2018: 1-2 - [i1]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 abs/1811.11479 (2018)
Coauthor Index
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