Jin-Hyun Ahn

According to our database, Jin-Hyun Ahn authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Model Compression by Count Sketch for Over-the-Air Stateless Federated Learning.

Jin-Hyun Ahn, Ga-Yeon Kim, Dong Ho Kim, Cheolwoo You

IEEE Internet Things J., June, 2024

Federated Active Learning (F-AL): An Efficient Annotation Strategy for Federated Learning.

Jin-Hyun Ahn, Yeeun Ma, Seoyun Park, Cheolwoo You

IEEE Access, 2024

2023

Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints.

Jin-Hyun Ahn, Mehdi Bennis, Joonhyuk Kang

IEEE Trans. Green Commun. Netw., March, 2023

2022

Accelerated Federated Learning via Greedy Aggregation.

Youngjoon Lee, Sangwoo Park, Jin-Hyun Ahn, Joonhyuk Kang

IEEE Commun. Lett., 2022

Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning.

Jin-Hyun Ahn, Kyung Sang Kim, Jeongwan Koh, Quanzheng Li

CoRR, 2022

2021

Improved Closed-Form Bounds on Interference Distribution and Applications for Tractable Analysis in Cellular Networks.

Jin-Hyun Ahn, Wan Choi, Joonhyuk Kang

IEEE Trans. Commun., 2021

Gradient Compression via Count-Sketch for Analog Federated Learning.

Chanho Park, Jin-Hyun Ahn, Joonhyuk Kang

Proceedings of the 2021 IEEE Military Communications Conference, 2021

2020

Cooperative Learning VIA Federated Distillation OVER Fading Channels.

Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data.

Jin-Hyun Ahn, Osvaldo Simeone, Joonhyuk Kang

Proceedings of the 30th IEEE Annual International Symposium on Personal, 2019

2017

Analysis of stability and delay in Random-Access network modeled by poisson point process with queueing theory.

Jin-Hyun Ahn, Tae-Kyung Sung, Joon-Goo Park, Kwang-Eog Lee, Joonhyuk Kang

Proceedings of the 11th International Conference on Signal Processing and Communication Systems, 2017

2016

Full-duplex communication in cooperative cognitive radio networks: Preliminary results.

Sangwoo Park, Jin-Hyun Ahn, Seungwon Lee, Iickho Song

Proceedings of the 37th IEEE Sarnoff Symposium 2016, Newark, NJ, USA, 2016

Effect of simultaneous transmit and receive antennas on cooperative cognitive radio networks.

Sangwoo Park, Iickho Song, Seungwon Lee, Jin-Hyun Ahn

Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016