Our research area includes broad topics in the theory and practice of wireless communications and machine learning including but not limited to
Distributed machine learning (e.g., federated learning, distributed edge learning) over wireless networks
Communication algorithm/framework design based on machine learning (e.g., reinforcement learning, supervised learning, deep learning)
Physical-layer techniques and performance analysis for future wireless systems (e.g., massive MIMO, millimeter wave, and IoT sensor networks)
2025.04
Our paper (Beam-Squint-Aided Hierarchical Sensing for Integrated Sensing and Communications with Uniform Planar Arrays) has been submitted to IEEE TWC.
10 conference papers have been submitted to IEEE GLOBECOM 2025.
Our paper (ESC-MVQ: End-to-End Semantic Communication With Multi-Codebook Vector Quantization) has been submitted to IEEE TWC.
Our paper (Beam-Hopping Pattern Design for Grant-Free Random Access in LEO Satellite Communications) has been submitted to IEEE TWC.
2025.03
Our paper (Deep Learning-Assisted Parallel Interference Cancellation for Grant-Free NOMA in Machine-Type Communication") has been accepted to IEEE IOTJ.
Our paper (Robust Deep Joint Source Channel Coding for Task-Oriented Semantic Communications) has been submitted to IEEE TCOM.
Our paper (Deep Learning-Based Modulation and Power Control: A BER Perspective) has been submitted to IEEE WCL.
Our paper (End-to-End Training and Adaptive Transmission for OFDM-based Semantic Communication) has been submitted to ICT Express.
Prof. Yo-Seb Jeon has received the Best Teaching Award from the Department of EE at POSTECH.
Our paper (Transmit Beamforming for Multi-Antenna Broadcast Channels in Dense Cellular Networks) has been submitted to IEEE TVT.
2025.02
Our paper (Blind Training for Channel-Adaptive Digital Semantic Communication) has been submitted to IEEE TCOM.
Our paper (Anti-Jamming Modulation for OFDM Systems under Jamming Attacks) has been submitted to IEEE TWC.
Our paper (Entropy-Constrained VQ-VAE for Deep-Learning-Based CSI Feedback) has been accepted to IEEE TVT.
Prof. Yo-Seb Jeon has been recognized as a 2024 Exemplary Reviewer of IEEE Wireless Communications Letters.
Our paper (Adaptive Modulation Techniques for Digital Semantic Communications using OFDM systems) has received the Best Paper Award at the KICS Academic Conference.
Our paper (Efficient Likelihood Function Learning Method for Time-Varying MIMO Systems Using One-Bit ADCs) has been accepted to IEEE TVT.
2025.01
3 conference papers have been accepted to IEEE ICC 2025
Data-Augmentation-Aided Detection for MIMO Systems under Hardware Impairments
Meta-Learning-Based Channel Denoising for MIMO-OFDM Systems
Vision transformer-aided importance-aware quantization for digital semantic communications
Jeongbin Kim joined our lab as a Ph.D. candidate.
2024.12
Our paper (Communication-Efficient Split Learning via Adaptive Feature-Wise Compression) has been accepted to IEEE TNNLS.
Our paper (MIMO Detection under Hardware Impairments: Data Augmentation with Boosting) has been submitted to IEEE TCOM.
WCML lab. is currently recruiting self-motivated graduate students to begin in Fall 2025. If you are interested in joining our lab, please contact me via email (yoseb.jeon@postech.ac.kr) with your CV.
현재 WCML 연구실에서는 2025년 가을학기 입학 예정인 대학원생들을 모집 중에 있습니다. 또한, 2025년 여름학기 연구참여에 함께할 학부생들도 모집 중에 있습니다. 연구실 지원에 관심이 있는 학생들은 성적표 및 간단한 이력서와 함께 제 이메일(yoseb.jeon@postech.ac.kr)로 연락주시길 바랍니다.
Address: (37673) 경상북도 포항시 남구 청암로 77, LG동 419호
Address: LG-419, 77 Chengam-Ro, Nam-Gu, Pohang-Si, Gyeongbuk 37673, South Korea
Phone: +82-54-279-2232
E-mail: yoseb.jeon@postech.ac.kr (Prof. Yo-Seb Jeon)