PUBLICATION

International Journal Papers

(* Corresponding author, Bold: Member of WCML)

[34] Jaemin Kim, Yo-Seb Jeon, and Tae-Kyoung Kim*, "Efficient Likelihood Function Learning Method for Time-Varying MIMO Systems Using One-Bit ADCs," submitted to IEEE Transactions on Vehicular Technology, 2024
[33] Yongjeong Oh, Jaehong Jo, Byonghyo Shim, and Yo-Seb Jeon*, "Deep Learning-Assisted Parallel Interference Cancellation for Grant-Free NOMA in Machine-Type Communication," submitted to IEEE Transactions on Wireless Communications, 2024.
[32] Jihun Park, Yongjeong Oh, Jaewon Yun, Seonjung Kim, and Yo-Seb Jeon*, "Prior-Aware Robust Beam Alignment for Low-SNR Millimeter-Wave Communications," submitted to IEEE Transactions on Wireless Communications, 2023.
[31] Jaewon Yun, Yongjeong Oh, Yo-Seb Jeon*, and H. Vincent Poor, "Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks," submitted to IEEE Transactions on Cognitive Communications and Networking, 2023. (Under revision)
[30] Seonjung Kim, Yongjeong Oh, and Yo-Seb Jeon*, "SplitMAC: Wireless Split Learning over Multiple Access Channels," submitted to IEEE Transactions on Wireless Communications, 2023. (Under revision)
[29] Junyong Shin, Yujin Kang, and Yo-Seb Jeon*, "Vector Quantization for Deep-Learning-Based CSI Feedback in Massive MIMO Systems," submitted to IEEE Wireless Communications Letters, 2023. (Under revision)
[28] Joohyuk Park, Yongjeong Oh, Seonjung Kim, and Yo-Seb Jeon*, "Joint Source-Channel Coding for Channel-Adaptive Digital Semantic Communications," submitted to IEEE Transactions on Cognitive Communications and Networking, 2023. (Under revision)
[27] Yongjeong Oh, Jaeho Lee, Christopher G. Brinton, and Yo-Seb Jeon*, "Communication-Efficient Split Learning via Adaptive Feature-Wise Compression," submitted to IEEE Transactions on Neural Networks and Learning Systems, 2023. (Under revision)
[26] Jinman Kwon, Seunghyun Jeon, Yo-Seb Jeon*, and H. Vincent Poor, "MIMO Detection under Hardware Impairments: Learning with Noisy Labels," accepted to IEEE Transactions on Wireless Communications, 2023.
[25] Kang Wei, Jun Li*, Ming Ding, Chuan Ma, Yo-Seb Jeon, and H. Vincent Poor, "Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization," accepted to IEEE Transactions on Dependable and Secure Computing, 2023.
[24] Yongjeong Oh, Yo-Seb Jeon*, Mingzhe Chen, and Walid Saad, "FedVQCS: Federated Learning via Vector Quantized Compressed Sensing," IEEE Transactions on Wireless Communications, vol. 23, no. 3, pp. 1755~1770, Mar. 2024.
[23] Sangbu Yun, Seungsik Moon, Yo-Seb Jeon, and Youngjoo Lee*, "Intelligent MIMO Detection with Momentum-Induced Unfolded Layers," IEEE Wireless Communications Letters, vol. 13, no. 3, Mar. 2024.
[22] Tae-Kyoung Kim, Yo-Seb Jeon*, Jun Li, Nima Tavangaran, and H. Vincent Poor, "Semi-Data-Aided Channel Estimation for MIMO Systems via Reinforcement Learning," IEEE Transactions on Wireless Communications, vol. 22, no. 7, pp. 4565~4579, July 2023.
[21] Jinsung Park, Namyoon Lee, Song-Nam Hong, and Yo-Seb Jeon*, "Learning from Noisy Labels for MIMO Detection With One-Bit ADCs," IEEE Wireless Communications Letters, vol. 12, no.3, pp. 456~460, Mar. 2023.
[20] Yongjeong Oh, Namyoon Lee, Yo-Seb Jeon*, and H. Vincent Poor, "Communication-Efficient Federated Learning via Quantized Compressed Sensing," IEEE Transactions on Wireless Communications, vol. 22, no. 2, pp. 1087~1100, Feb. 2023.
[19] Yo-Seb Jeon, Mohammad Mohammadi Amiri, and Namyoon Lee*, "Communication-Efficient Federated Learning over MIMO Multiple Access Channels," IEEE Transactions on Communications, vol. 70, no. 10, pp. 6547~6562, Oct. 2022.
[18] Tae-Kyoung Kim, Moonsik Min, and Yo-Seb Jeon*, "Performance Bound for MIMO Systems using One-Bit ADCs over Rayleigh Fading Channels," IEEE Transactions on Vehicular Technology, vol. 71, no. 8, pp. 9067~9072, Aug. 2022.
[17] Yo-Seb Jeon, Daeun Kim, Song-Nam Hong, Namyoon Lee*, and R. W. Heath, Jr., "Artificial Intelligence for Physical-Layer Design of MIMO Communications with One-Bit ADCs," IEEE Communications Magazine, vol. 60, no. 7, pp. 76~81, July 2022.
[16] Tae-Kyoung Kim, Yo-Seb Jeon, and Moonsik Min*, "Low-Complexity MIMO Detection Based on Reinforcement Learning with One-Bit ADCs," IEEE Transactions on Vehicular Technology, vol. 70, no. 9, pp. 9022~9035, Sep. 2021.
[15] Tae-Kyoung Kim, Yo-Seb Jeon, and Moonsik Min*, "Training Length Adaptation for Reinforcement Learning-based Detection in Time-Varying Massive MIMO Systems with One-Bit ADCs," IEEE Transactions on Vehicular Technology, vol. 70, no. 7, pp. 6999~7011, July 2021.
[14] Yo-Seb Jeon*, Mohammad Mohammadi Amiri, Jun Li, and H. Vincent Poor, "A Compressive Sensing Approach for Federated Learning over Massive MIMO Communication Systems," IEEE Transactions on Wireless Communications, vol. 20, no. 3, pp. 1990~2004, Mar. 2021.
[13] Yo-Seb Jeon, Namyoon Lee*, and H. Vincent Poor, "Robust Data Detection for MIMO Systems with One-Bit ADCs: A Reinforcement Learning Approach," IEEE Transactions on Wireless Communications, vol. 19, no. 3, pp. 1663~1676, Mar. 2020.
[12] Yunseo Nam, Heedong Do, Yo-Seb Jeon, and Namyoon Lee*, "On the Capacity of MISO Channels with One-Bit ADCs and DACs," IEEE Journal on Selected Areas in Communications, vol. 37, no. 9, pp. 2132~2145, Sep. 2019.
[11] Yo-Seb Jeon, Heedong Do, Song-Nam Hong, and Namyoon Lee*, "Soft-Output Detection Methods for Sparse Millimeter Wave MIMO Systems with Low-Precision ADCs," IEEE Transactions on Communications, vol. 67, no. 4, pp. 2822~2836, Apr. 2019.
[10] Yo-Seb Jeon, Song-Nam Hong, and Namyoon Lee*, "Supervised-Learning-Aided Communication Framework for MIMO Systems with Low-Resolution ADCs," IEEE Transactions on Vehicular Technology, vol. 67, no. 8, pp. 7299~7313, Aug. 2018.
[9] Yo-Seb Jeon, Namyoon Lee*, Song-Nam Hong, and R. W. Heath, Jr., "One-Bit Sphere Decoding for Uplink Massive MIMO Systems with One-Bit ADCs," IEEE Transactions on Wireless Communications, vol. 17, no. 7, pp. 4509~4521, July 2018.
[8] Yo-Seb Jeon and Moonsik Min*, "Large System Analysis of Two-Stage Beamforming With Limited Feedback in FDD Massive MIMO Systems," IEEE Transactions on Vehicular Technology, vol. 67, no. 6, pp. 4984~4997, June 2018.
[7] Yo-Seb Jeon, Namyoon Lee*, and Ravi Tandon, "Degrees of Freedom and Achievable Rate of Wide-Band Multi-cell Multiple Access Channels With No CSIT," IEEE Transactions on Communications, vol. 66, no. 4, pp. 1772~1786, Apr. 2018.
[6] Song-Nam Hong, Yo-Seb Jeon, and Namyoon Lee*, "Distributed Uplink Reception in Cloud Radio Access Networks: A Linear Coding Approach," IEEE Transactions on Vehicular Technology, vol. 67, no. 2, pp. 1470~1481, Feb. 2018.
[5] Jong-Hyeok Park, Yo-Seb Jeon, and Soohee Han*, "Energy Beamforming for Wireless Power Transfer in MISO Heterogeneous Network With Power Beacon," IEEE Communications Letters, vol. 21, no. 5, pp. 1163~1166, May 2017.
[4] Moonsik Min, Yo-Seb Jeon, and Gi-Hong Im*, "On Achievable Rate of User Selection for MIMO Broadcast Channels With Limited Feedback," IEEE Transactions on Communications, vol. 65, no. 1, pp. 122~135, Jan. 2017.
[3] Yo-Seb Jeon, Hyun-Myung Kim, Yong-Sang Cho, and Gi-Hong Im*, "Time-Domain Differential Feedback for Massive MISO-OFDM Systems in Correlated Channels," IEEE Transactions on Communications, vol. 64, no. 2, pp. 630~642, Feb. 2016.
[2] Moonsik Min, Yo-Seb Jeon, and Gi-Hong Im*, "On Achievable Multiplexing Gain of BD in MIMO Broadcast Channels With Limited Feedback," IEEE Transactions on Wireless Communications, vol. 15, no. 2, pp. 871~885, Feb. 2016.
[1] Yo-Seb Jeon, Young-Jin Kim, Moonsik Min, and Gi-Hong Im*, "Distributed Block Diagonalization with Selective Zero Forcing for Multicell MU-MIMO Systems," IEEE Signal Processing Letters, vol. 21, no. 5, pp. 605~609, May 2014.

International Conference Papers

[21] Jihun Park, Yongjeong Oh, Jaewon Yun, Seonjung Kim, and Yo-Seb Jeon, "Robust Beam Alignment using Prior Information for Low-SNR Millimeter-Wave Communications," accepted to IEEE International Conference on Communications (ICC), Denver, CO, USA, 2024.
[20] Jaewon Yun and Yo-Seb Jeon, "On the Performance of Index Modulation in OFDM Systems under Jamming Attacks," in Proc. 8th International Conference on ICT Convergence Workshop on Intelligent Secure Underwater Communication Technology (ICTC Workshops), Jeju, Korea, Oct. 2023, pp. 1~3.
[19] Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, and Walid Saad, "Vector Quantized Compressed Sensing for Communication-Efficient Federated Learning," in Proc. IEEE Global Communications Conference Workshops (GC Workshops), Rio de Janeiro, Brazil, Dec. 2022, pp. 365~370.
[18] Yunseo Nam, Yo-Seb Jeon, and Byonghyo Sim, "Sparse Vector Codes for MIMO ISI Channels with Low-Resolution ADCs," in Proc. IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, Dec. 2022, pp. 2529~2535.
[17] Jinman Kwon, Yo-Seb Jeon, and H. Vincent Poor, "MIMO Detection under Hardware Impairments via Learning from Noisy Labels," in Proc. IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, Dec. 2022, pp. 3192~3197.
[16] MoonJeong Park, Jungseul Ok, Yo-Seb Jeon, and Dongwoo Kim, "MetaSSD: Meta-Learned Self-Supervised Detection," in Proc. IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 2022, pp. 480~485.
[15] Yongjeong Oh, Namyoon Lee, and Yo-Seb Jeon, "Quantized Compressed Sensing for Communication-Efficient Federated Learning," in Proc. IEEE Global Communications Conference Workshops (GC Workshops), Madrid, Spain, Dec. 2021, pp. 1~6.
[14] Seungjae Oh, Chaeyong Park, Yo-Seb Jeon, and Seungmoon Choi, "Identifying Contact Fingers on Touch Sensitive Surfaces by Ring-Based Vibratory Communication," in The 34th Annual ACM Symposium on User Interface Software and Technology (UIST), Oct. 2021, pp. 208~222.
[13] Yo-Seb Jeon, Jun Li, Nima Tavangaran, and H. Vincent Poor, "Data-Aided Channel Estimator for MIMO Systems via Reinforcement Learning," in Proc. IEEE International Conference on Communications (ICC), Dublin, Ireland, June 2020, pp. 1~6.
[12] Yo-Seb Jeon, Namyoon Lee, and H. Vincent Poor, "Reinforcement-Learning-Aided Detector for Time-Varying MIMO Systems with One-Bit ADCs," in Proc. IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, Dec. 2019, pp. 1~6.
[11] Yunseo Nam, Heedong Do, Yo-Seb Jeon, and Namyoon Lee, "Capacity Analysis of MISO Channels with One-Bit Transceiver," in Proc. IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019, pp. 792~296.
[10] Hyowon Lee, Yo-Seb Jeon, Heedong Do, and Namyoon Lee, "Concatenated MMSE Estimation for Quantized OFDM Systems," in Proc. IEEE International Conference on Communications (ICC), Shanghai, China, May 2019, pp. 1~6.
[9] Yo-Seb Jeon, Namyoon Lee, Song-Nam Hong, and R. W. Heath Jr., "A Low Complexity ML Detection for Uplink Massive MIMO Systems with One-Bit ADCs," in Proc. IEEE 87th Vehicular Technology Conference (VTC), Porto, Portugal, June 2018, pp. 1~5.
[8] Hyowon Lee, Yo-Seb Jeon, and Namyoon Lee, "Quantized Viterbi Algorithm: Maximum Likelihood Sequence Detection for SIMO ISI Channels with Low-Precision ADCs," in Proc. IEEE 87th Vehicular Technology Conference (VTC), Porto, Portugal, June 2018, pp. 1~5.
[7] Yo-Seb Jeon, Hyowon Lee, and Namyoon Lee, "Robust MLSD for Wideband SIMO Systems with One-Bit ADCs: Reinforcement-Learning Approach," in Proc. IEEE International Conference on Communications Workshops (ICC Workshops), Kansas City, MO, May 2018, pp. 1~6.
[6] Yo-Seb Jeon, Minji So, and Namyoon Lee, "Reinforcement-learning-aided ML detector for uplink massive MIMO systems with low-precision ADCs," in Proc. IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Spain, Apr. 2018, pp. 1~6.
[5] Yo-Seb Jeon, Hwan-Seok Ku, and Namyoon Lee, "Beamforming Design and User Grouping for FDD Massive MIMO Systems," in Proc. 8th International Conference on ICT Convergence (ICTC), Jeju, Korea, Oct. 2017, pp. 439~443.
[4] Yo-Seb Jeon, Namyoon Lee, and Ravi Tandon, "On the Degrees of Freedom of Wideband Multi-Cell Multiple Access Channels with No CSIT," in Proc. IEEE International Symposium on Information Theory (ISIT), Aachen, Germany, June 2017, pp. 2623~2627.
[3] Yo-Seb Jeon, Song-Nam Hong, and Namyoon Lee, "Blind Detection for MIMO Systems With Low-Resolution ADCs Using Supervised Learning," in Proc. IEEE International Conference on Communications (ICC), Paris, France, May 2017, pp. 1~6.
[2] Song-Nam Hong, Yo-Seb Jeon, and Namyoon Lee, "MIMO Systems with Low-Resolution ADCs: Linear Coding Approach," in Proc. IEEE International Conference on Communications (ICC), Paris, France, May 2017, pp. 1~6.
[1] Moonsik Min, Yo-Seb Jeon, and Gi-Hong Im, "Block Diagonalization and User Selection for MIMO Broadcast Channels with Limited Feedback," in Proc. IEEE International Conference on Communications (ICC), London, UK, June 2015, pp. 1964~1969.

Domestic Conference Papers

[17] Sungyoung Ha and Yo-Seb Jeon, "Online Adaptive Channel Denoising Methods for MIMO-OFDM Systems," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Jan. 2024.
[16] Yujin Kang and Yo-Seb Jeon, "Conditional GAN-based Data Detection Method for MIMO Systems with Hardware Impairments," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Jan. 2024.
[15] Joohyuk Park and Yo-Seb Jeon, "Joint Source-Channel Coding for Channel-Adaptive Digital Semantic Communications," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Jan. 2024.
[14] Junyong Shin and Yo-Seb Jeon, "Deep Learning-Based CSI Feedback for Massive MIMO Systems: A Vector Quantization Approach," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Jan. 2024.
[14] Jihun Park and Yo-Seb Jeon, "Beam Alignment Technique for Low SNR Environments in mmWave Communication," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2023.
[13] Seonjung Kim and Yo-Seb Jeon, "Device Grouping for Split Learning over Multiple Access Channel," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2023.
[12] Jaewon Yun, Yongjeong Oh, and Yo-Seb Jeon, "Sparsification-Based Compression Technique for Communication-Efficient Federated Learning," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2023. (Best Paper Award)
[11] Yongjeong Oh and Yo-Seb Jeon, "Adaptive Dropout Technique for Improving Communication Efficiency of Split Learning," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2023.
[10] Sungyoung Ha, Yujin Kang, and Yo-Seb Jeon, "Data-Aided Channel Estimation for MIMO-OFDM Systems over Time-Varying Channels," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Nov. 2022.
[9] Yongjeong Oh and Yo-Seb Jeon, "Vector Quantized Compressed Sensing for Improving Communication Efficiency of Federated Learning," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2022. (Best Paper Award)
[8] Jinsung Park and Yo-Seb Jeon, "EM-Based Data Detection for MIMO Systems with One-Bit ADCs," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2022.
[7] Jinman Kwon and Yo-Seb Jeon, "Learning-Based MIMO Detection Under Hardware Impairments," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2022.
[6] Yongjeong Oh and Yo-Seb Jeon, "Gradient Compression and Reconstruction Techniques for Communication-Efficient Federated Learning," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Nov. 2021.
[5] Jihun Park, Sangwook Lee, Jaewon Yun, and Yo-Seb Jeon, "Compressed Sensing Techniques for Federated Learning over MIMO Multiple Access Channels," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2021. (Best Paper Award)
[4] Sangwook Lee, Jihun Park, and Yo-Seb Jeon, "Transmission and Reception Techniques for Federated Learning over MIMO Communication Systems," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Jan. 2021.
[3] Yo-Seb Jeon and Namyoon Lee, "Supervised-Learning-Based Detection Method for Quantized MIMO Systems," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, June 2017.
[2] Hwan-Seok Ku, Yo-Seb Jeon, and Gi-Hong Im, "Multiuser MIMO System with Limited Feedback Based on Block Diagonalization," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Jan. 2015. (Best Paper Award)
[1] Yo-Seb Jeon, Young-Jin Kim, and Gi-Hong Im, "Coordinated Beamforming Scheme Based on Signal and Interference Alignment for Two-Cell MU-MIMO," in Proc. Korea Institute of Communications and Information Sciences (KICS) Academic Conference, Nov. 2012. (Best Paper Award)

Granted Patents

[5] Jongbu Lim, Namyoon Lee, Yo-Seb Jeon, Chanhong Kim, Yeohun Yun, Sungnam Hong, "Apparatus and Method for Supporting Multiple Access in Wireless Communication System (무선 통신 시스템에서 다중 접속을 지원하기 위한 장치 및 방법)," KR 10-2639615, led Feb. 19, 2024.
[4] Yunesung Kim, Kiseok Yang, Gi-Hong Im, Yo-Seb Jeon, Yong-Sang Cho, Yun Seong Kang, Seolmin Lee, "Method for Feedback and Scheduling for Massive MIMO System and Apparatus Therefor (대규모 다중 입출력 시스템에서 피드백 및 스케쥴링 방법 및 그를 위한 장치)," KR 10-2175720, issued Nov. 02, 2020.
[3] Jongbu Lim, Namyoon Lee, Yo-Seb Jeon, Chanhong Kim, Yeohun Yun, Sungnam Hong, "Apparatus and Method for Supporting Multiple Access in Wireless Communication System," US 10708019, issued Jul. 07, 2020.
[2] Namyoon Lee, Yo-Seb Jeon, Oner Orhan, Shilpa Talwar, "Apparatus and a Method for Data Detection Using a Low Bit Analog-To-Digital Converter," US 10090892, issued Oct. 02, 2018.
[1] Yunesung Kim, Kiseok Yang, Gi-Hong Im, Hyun-Myung Kim, Yong-Sang Cho, Yo-Seb Jeon, Yun Seong Kang, "Method for Providing Time-Domain Differential Feedback and Apparatus Therefor (시간 영역 차동 피드백 방법과 이를 위한 장치)," KR 10-1512636, issued Apr. 10, 2015.

Patent Applications

[5] Yo-Seb Jeon, Junyong Shin, "Technique for Channel State Information Feedback based on Machine Learning (기계 학습 기반 채널 상태 정보 전송 기술)," KR 10-2024-0003932, led. Jan. 10, 2024.
[4] Ikbeom Lee, Yo-Seb Jeon, Yujin Kang, Hayoung Yang, Kyeong Cheol Yang, Sung Young Ha, "Apparatus and Method for Estimaing Channel in a Wireless Communication System (무선 통신 시스템에서 채널을 추정하는 방법 및 장치)," KR 10-2023-0129296, led Sep. 26, 2023.
[3] An Seok Lee, Yong Jin Kwon, Heesoo Lee, Yo-Seb Jeon, Jae Won Yun, "Distributed Artificial Intelligence System using Transmission of Compressed Gradients and Model Parameter, and Learning Apparatus and Method Therefor," US 18/085,140, led Dec. 20, 2022.
[2] Yo-Seb Jeon, Sung Young Ha, Kyeong Cheol Yang, "Method and Apparatus of Receiving MIMO(Multiple-input multiple-output)-OFDM(Orthogonal frequency division multiplexing) Signal (MIMO-OFDM 신호를 수신하는 수신 장치 및 방법)," KR 10-2022-01111431, led Sep. 2, 2022.
[1] Oner Orhan, Hosein Nikopour, Mehnaz Rahman, Ivan Simoes Gaspar, Shilpa Talwar, Stefano Pellerano, Caludio Da Silva, Namyoon Lee, Yo-Seb Jeon, Eren Sasoglu, "Equalization and Estimation Processing in Wireless Devices," US 17/642,118, led Dec. 26, 2019.