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2020 – today
- 2024
[j5]Jin-Hyun Ahn
, Yeeun Ma, Seoyun Park, Cheolwoo You:
Federated Active Learning (F-AL): An Efficient Annotation Strategy for Federated Learning. IEEE Access 12: 39261-39269 (2024)- [j4]Jin-Hyun Ahn, Ga-Yeon Kim, Dong Ho Kim, Cheolwoo You:
Model Compression by Count Sketch for Over-the-Air Stateless Federated Learning. IEEE Internet Things J. 11(12): 21689-21703 (2024) - 2023
- [j3]Jin-Hyun Ahn, Mehdi Bennis, Joonhyuk Kang:
Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints. IEEE Trans. Green Commun. Netw. 7(1): 298-312 (2023) - 2022
- [j2]Youngjoon Lee, Sangwoo Park, Jin-Hyun Ahn, Joonhyuk Kang:
Accelerated Federated Learning via Greedy Aggregation. IEEE Commun. Lett. 26(12): 2919-2923 (2022) - [i3]Jin-Hyun Ahn, Kyung Sang Kim, Jeongwan Koh, Quanzheng Li:
Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning. CoRR abs/2202.00195 (2022) - 2021
- [j1]Jin-Hyun Ahn, Wan Choi, Joonhyuk Kang:
Improved Closed-Form Bounds on Interference Distribution and Applications for Tractable Analysis in Cellular Networks. IEEE Trans. Commun. 69(9): 6281-6295 (2021) - [c6]Chanho Park, Jin-Hyun Ahn, Joonhyuk Kang:
Gradient Compression via Count-Sketch for Analog Federated Learning. MILCOM 2021: 515-520 - 2020
- [c5]Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang:
Cooperative Learning VIA Federated Distillation OVER Fading Channels. ICASSP 2020: 8856-8860 - [i2]Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang:
Cooperative Learning via Federated Distillation over Fading Channels. CoRR abs/2002.01337 (2020)
2010 – 2019
- 2019
- [c4]Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang:
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data. PIMRC 2019: 1-6 - [i1]Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang:
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data. CoRR abs/1907.02745 (2019) - 2017
- [c3]Jin-Hyun Ahn, Tae-Kyung Sung, Joon-Goo Park, Kwang-Eog Lee, Joonhyuk Kang:
Analysis of stability and delay in Random-Access network modeled by poisson point process with queueing theory. ICSPCS 2017: 1-4 - 2016
- [c2]Sangwoo Park, Iickho Song, Seungwon Lee, Jin-Hyun Ahn:
Effect of simultaneous transmit and receive antennas on cooperative cognitive radio networks. MWSCAS 2016: 1-4 - [c1]Sangwoo Park, Jin-Hyun Ahn, Seungwon Lee, Iickho Song:
Full-duplex communication in cooperative cognitive radio networks: Preliminary results. Sarnoff Symposium 2016: 1-2
Coauthor Index
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