Jin-Hyun Ahn

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Selective Sampling

Cognitive Radio

Rayleigh Fading

Top Venues

Publications

Jin-Hyun Ahn, Yeeun Ma, Seoyun Park, Cheolwoo You
Federated Active Learning (F-AL): An Efficient Annotation Strategy for Federated Learning. IEEE Access 12 (2024)
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) (2024)
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) (2023)
Jin-Hyun Ahn, Kyung Sang Kim, Jeongwan Koh, Quanzheng Li
Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning. CoRR (2022)
Youngjoon Lee, Sangwoo Park, Jin-Hyun Ahn, Joonhyuk Kang
Accelerated Federated Learning via Greedy Aggregation. IEEE Commun. Lett. 26 (12) (2022)
Chanho Park, Jin-Hyun Ahn, Joonhyuk Kang
Gradient Compression via Count-Sketch for Analog Federated Learning. MILCOM (2021)
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) (2021)
Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang
Cooperative Learning via Federated Distillation over Fading Channels. CoRR (2020)
Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang
Cooperative Learning VIA Federated Distillation OVER Fading Channels. ICASSP (2020)
Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data. CoRR (2019)
Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data. PIMRC (2019)
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)
Sangwoo Park, Iickho Song, Seungwon Lee, Jin-Hyun Ahn
Effect of simultaneous transmit and receive antennas on cooperative cognitive radio networks. MWSCAS (2016)
Sangwoo Park, Jin-Hyun Ahn, Seungwon Lee, Iickho Song
Full-duplex communication in cooperative cognitive radio networks: Preliminary results. Sarnoff Symposium (2016)