Yo-Seb Jeon

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 67

Top Topics

Viterbi Algorithm

Reinforcement Learning

Gradient Estimation

Top Venues

IEEE Trans. Wirel. Commun.

IEEE Trans. Veh. Technol.

Publications

Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. IEEE Trans. Wirel. Commun. 23 (3) (2024)
Junyong Shin, Yujin Kang, Yo-Seb Jeon
Vector Quantization for Deep-Learning-Based CSI Feedback in Massive MIMO Systems. CoRR (2024)
Jinman Kwon, Seunghyeon Jeon, Yo-Seb Jeon, H. Vincent Poor
MIMO Detection Under Hardware Impairments: Learning With Noisy Labels. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Sangbu Yun, Seungsik Moon, Yo-Seb Jeon, Youngjoo Lee
Intelligent MIMO Detection With Momentum-Induced Unfolded Layers. IEEE Wirel. Commun. Lett. 13 (3) (2024)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Yo-Seb Jeon, H. Vincent Poor
Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Yongjeong Oh, Jaehong Jo, Byonghyo Shim, Yo-Seb Jeon
Deep Learning-Assisted Parallel Interference Cancellation for Grant-Free NOMA in Machine-Type Communication. CoRR (2024)
Jinman Kwon, Seunghyeon Jeon, Yo-Seb Jeon, H. Vincent Poor
MIMO Detection under Hardware Impairments: Learning with Noisy Labels. CoRR (2023)
Jihun Park, Yongjeong Oh, Jaewon Yun, Seonjung Kim, Yo-Seb Jeon
Prior-Aware Robust Beam Alignment for Low-SNR Millimeter-Wave Communications. CoRR (2023)
Jinsung Park, Namyoon Lee, Song-Nam Hong, Yo-Seb Jeon
Learning From Noisy Labels for MIMO Detection With One-Bit ADCs. IEEE Wirel. Commun. Lett. 12 (3) (2023)
Iosif Vardakis, Georgios Kotridis, Spyridon Peppas, Konstantinos Skyvalakis, Georgios Vougioukas, Aggelos Bletsas, Niv Arad, Yair Noam, Tae-Kyoung Kim, Yo-Seb Jeon, Jun Li, Nima Tavangaran, H. Vincent Poor, A. Oguz Kislal, Alejandro Lancho, Giuseppe Durisi, Erik G. Ström
Scanning the Literature. IEEE Wirel. Commun. 30 (4) (2023)
Tae-Kyoung Kim, Yo-Seb Jeon, Jun Li, Nima Tavangaran, H. Vincent Poor
Semi-Data-Aided Channel Estimation for MIMO Systems via Reinforcement Learning. IEEE Trans. Wirel. Commun. 22 (7) (2023)
Seonjung Kim, Yongjeong Oh, Yo-Seb Jeon
SplitMAC: Wireless Split Learning over Multiple Access Channels. CoRR (2023)
Yongjeong Oh, Namyoon Lee, Yo-Seb Jeon, H. Vincent Poor
Communication-Efficient Federated Learning via Quantized Compressed Sensing. IEEE Trans. Wirel. Commun. 22 (2) (2023)
Jaewon Yun, Yongjeong Oh, Yo-Seb Jeon, H. Vincent Poor
Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks. CoRR (2023)
Yongjeong Oh, Jaeho Lee, Christopher G. Brinton, Yo-Seb Jeon
Communication-Efficient Split Learning via Adaptive Feature-Wise Compression. CoRR (2023)
Joohyuk Park, Yongjeong Oh, Seonjung Kim, Yo-Seb Jeon
Joint Source-Channel Coding for Channel-Adaptive Digital Semantic Communications. CoRR (2023)
Jaewon Yun, Yo-Seb Jeon
On the Performance of Index Modulation in OFDM Systems under Jamming Attacks. ICTC (2023)
Yo-Seb Jeon, Daeun Kim, Song-Nam Hong, Namyoon Lee, Robert W. Heath Jr.
Artificial Intelligence for Physical-Layer Design of MIMO Communications with One-Bit ADCs. IEEE Commun. Mag. 60 (7) (2022)
Yunseo Nam, Yo-Seb Jeon, Byonghyo Shim
Sparse Vector Codes for MIMO ISI Channels with Low-Resolution ADCs. GLOBECOM (2022)
Tae-Kyoung Kim, Moonsik Min, Yo-Seb Jeon
Performance Bound for MIMO Systems Using One-Bit ADCs Over Rayleigh Fading Channels. IEEE Trans. Veh. Technol. 71 (8) (2022)
Yo-Seb Jeon, Mohammad Mohammadi Amiri, Namyoon Lee
Communication-Efficient Federated Learning over MIMO Multiple Access Channels. CoRR (2022)
Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad
Vector Quantized Compressed Sensing for Communication-Efficient Federated Learning. GLOBECOM (Workshops) (2022)
Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. CoRR (2022)
Moon Jeong Park, Jungseul Ok, Yo-Seb Jeon, Dongwoo Kim
MetaSSD: Meta-Learned Self-Supervised Detection. CoRR (2022)
Jinman Kwon, Yo-Seb Jeon, H. Vincent Poor
MIMO Detection under Hardware Impairments via Learning from Noisy Labels. GLOBECOM (2022)
Yo-Seb Jeon, Mohammad Mohammadi Amiri, Namyoon Lee
Communication-Efficient Federated Learning Over MIMO Multiple Access Channels. IEEE Trans. Commun. 70 (10) (2022)
Moon Jeong Park, Jungseul Ok, Yo-Seb Jeon, Dongwoo Kim
MetaSSD: Meta-Learned Self-Supervised Detection. ISIT (2022)
Yo-Seb Jeon, Mohammad Mohammadi Amiri, Jun Li, H. Vincent Poor
A Compressive Sensing Approach for Federated Learning Over Massive MIMO Communication Systems. IEEE Trans. Wirel. Commun. 20 (3) (2021)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Yo-Seb Jeon, H. Vincent Poor
Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization. CoRR (2021)
Yongjeong Oh, Namyoon Lee, Yo-Seb Jeon, H. Vincent Poor
Communication-Efficient Federated Learning via Quantized Compressed Sensing. CoRR (2021)
Tae-Kyoung Kim, Yo-Seb Jeon, Moonsik Min
Training Length Adaptation for Reinforcement Learning-Based Detection in Time-Varying Massive MIMO Systems With One-Bit ADCs. IEEE Trans. Veh. Technol. 70 (7) (2021)
Seungjae Oh, Chaeyong Park, Yo-Seb Jeon, Seungmoon Choi
Identifying Contact Fingers on Touch Sensitive Surfaces by Ring-Based Vibratory Communication. UIST (2021)
Tae-Kyoung Kim, Yo-Seb Jeon, Moonsik Min
Low-Complexity MIMO Detection Based on Reinforcement Learning With One-Bit ADCs. IEEE Trans. Veh. Technol. 70 (9) (2021)
Yongjeong Oh, Namyoon Lee, Yo-Seb Jeon
Quantized Compressed Sensing for Communication-Efficient Federated Learning. GLOBECOM (Workshops) (2021)
Yo-Seb Jeon, Jun Li, Nima Tavangaran, H. Vincent Poor
Data-Aided Channel Estimator for MIMO Systems via Reinforcement Learning. ICC (2020)
Yo-Seb Jeon, Namyoon Lee, H. Vincent Poor
Robust Data Detection for MIMO Systems With One-Bit ADCs: A Reinforcement Learning Approach. IEEE Trans. Wirel. Commun. 19 (3) (2020)
Yo-Seb Jeon, Mohammad Mohammadi Amiri, Jun Li, H. Vincent Poor
Gradient Estimation for Federated Learning over Massive MIMO Communication Systems. CoRR (2020)
Yo-Seb Jeon, Jun Li, Nima Tavangaran, H. Vincent Poor
Data-Aided Channel Estimator for MIMO Systems via Reinforcement Learning. CoRR (2020)
Hyowon Lee, Yo-Seb Jeon, Heedong Do, Namyoon Lee
Concatenated MMSE Estimation for Quantized OFDM Systems. ICC (2019)
Yunseo Nam, Heedong Do, Yo-Seb Jeon, Namyoon Lee
Capacity Analysis of MISO Channels with One-Bit Transceiver. ISIT (2019)
Yo-Seb Jeon, Namyoon Lee, H. Vincent Poor
Reinforcement-Learning-Aided Detector for Time-Varying MIMO Systems with One-Bit ADCs. GLOBECOM (2019)
Yunseo Nam, Heedong Do, Yo-Seb Jeon, Namyoon Lee
On the Capacity of MISO Channels With One-Bit ADCs and DACs. IEEE J. Sel. Areas Commun. 37 (9) (2019)
Yo-Seb Jeon, Heedong Do, Song-Nam Hong, Namyoon Lee
Soft-Output Detection Methods for Sparse Millimeter-Wave MIMO Systems With Low-Precision ADCs. IEEE Trans. Commun. 67 (4) (2019)
Yo-Seb Jeon, Namyoon Lee, H. Vincent Poor
Robust Data Detection for MIMO Systems with One-Bit ADCs: A Reinforcement Learning Approach. CoRR (2019)
Yunseo Nam, Heedong Do, Yo-Seb Jeon, Namyoon Lee
On the Capacity of MISO Channels with One-Bit ADCs and DACs. CoRR (2018)
Song-Nam Hong, Yo-Seb Jeon, Namyoon Lee
Distributed Uplink Reception in Cloud Radio Access Networks: A Linear Coding Approach. IEEE Trans. Veh. Technol. 67 (2) (2018)
Yo-Seb Jeon, Minji So, Namyoon Lee
Reinforcement-learning-aided ML detector for uplink massive MIMO systems with low-precision ADCs. WCNC (2018)
Yo-Seb Jeon, Song-Nam Hong, Namyoon Lee
Supervised-Learning-Aided Communication Framework for MIMO Systems With Low-Resolution ADCs. IEEE Trans. Veh. Technol. 67 (8) (2018)
Yo-Seb Jeon, Heedong Do, Song-Nam Hong, Namyoon Lee
Soft-Output Detection Methods for Sparse Millimeter Wave MIMO Systems with Low-Precision ADCs. CoRR (2018)
Yo-Seb Jeon, Namyoon Lee, Song-Nam Hong, Robert W. Heath Jr.
A Low Complexity ML Detection for Uplink Massive MIMO Systems with One-Bit ADCs. VTC Spring (2018)
Hyowon Lee, Yo-Seb Jeon, Namyoon Lee
Quantized Viterbi Algorithm: Maximum Likelihood Sequence Detection for SIMO ISI Channels with Low-Precision ADCs. VTC Spring (2018)
Yo-Seb Jeon, Namyoon Lee, Song-Nam Hong, Robert W. Heath Jr.
One-Bit Sphere Decoding for Uplink Massive MIMO Systems With One-Bit ADCs. IEEE Trans. Wirel. Commun. 17 (7) (2018)
Yo-Seb Jeon, Moonsik Min
Large System Analysis of Two-Stage Beamforming With Limited Feedback in FDD Massive MIMO Systems. IEEE Trans. Veh. Technol. 67 (6) (2018)
Yo-Seb Jeon, Hyowon Lee, Namyoon Lee
Robust MLSD for Wideband SIMO Systems with One-Bit ADCs: Reinforcement-Learning Approach. ICC Workshops (2018)
Yo-Seb Jeon, Namyoon Lee, Ravi Tandon
Degrees of Freedom and Achievable Rate of Wide-Band Multi-Cell Multiple Access Channels With No CSIT. IEEE Trans. Commun. 66 (4) (2018)
Yo-Seb Jeon, Hwan-Seok Ku, Namyoon Lee
Beamforming design and user grouping for FDD massive MIMO systems. ICTC (2017)
Yo-Seb Jeon, Namyoon Lee, Song-Nam Hong, Robert W. Heath Jr.
One-Bit Sphere Decoding for Uplink Massive MIMO Systems with One-Bit ADCs. CoRR (2017)
Yo-Seb Jeon, Namyoon Lee, Ravi Tandon
On the degrees of freedom of wide-band multi-cell multiple access channels with No CSIT. ISIT (2017)
Yo-Seb Jeon, Namyoon Lee, Ravi Tandon
Degrees of Freedom and Achievable Rate of Wide-Band Multi-cell Multiple Access Channels With No CSIT. CoRR (2017)
Moonsik Min, Yo-Seb Jeon, Gi-Hong Im
On Achievable Rate of User Selection for MIMO Broadcast Channels With Limited Feedback. IEEE Trans. Commun. 65 (1) (2017)
Yo-Seb Jeon, Song-Nam Hong, Namyoon Lee
Blind detection for MIMO systems with low-resolution ADCs using supervised learning. ICC (2017)
Song-Nam Hong, Yo-Seb Jeon, Namyoon Lee
MIMO systems with low-resolution ADCs: Linear coding approach. ICC (2017)
Jong-Hyeok Park, Yo-Seb Jeon, Soohee Han
Energy Beamforming for Wireless Power Transfer in MISO Heterogeneous Network With Power Beacon. IEEE Commun. Lett. 21 (5) (2017)
Yo-Seb Jeon, Hyun-Myung Kim, Yong-Sang Cho, Gi-Hong Im
Time-Domain Differential Feedback for Massive MISO-OFDM Systems in Correlated Channels. IEEE Trans. Commun. 64 (2) (2016)
Song-Nam Hong, Yo-Seb Jeon, Namyoon Lee
MIMO Systems With Low-Resolution ADCs: Linear Coding Approach. CoRR (2016)
Yo-Seb Jeon, Song-Nam Hong, Namyoon Lee
Blind Detection for MIMO Systems With Low-Resolution ADCs Using Supervised Learning. CoRR (2016)
Moonsik Min, Yo-Seb Jeon, Gi-Hong Im
On Achievable Multiplexing Gain of BD in MIMO Broadcast Channels With Limited Feedback. IEEE Trans. Wirel. Commun. 15 (2) (2016)
Moonsik Min, Yo-Seb Jeon, Gi-Hong Im
Block diagonalization and user selection for MIMO broadcast channels with limited feedback. ICC (2015)
Yo-Seb Jeon, Young-Jin Kim, Moonsik Min, Gi-Hong Im
Distributed Block Diagonalization with Selective Zero Forcing for Multicell MU-MIMO Systems. IEEE Signal Process. Lett. 21 (5) (2014)