Publications

All available at Google Scholar

Journals (Submitted)

[S1] J. Kim, T. Kim, A. Das, S. Hosseinalipour, D. Love, and C. Brinton, “Coding for Gaussian Two-Way Channels: Linear and Learning-Based Approaches,” submitted to IEEE Transactions on Information Theory, Sep. 2023.

Journals and Journal-Equivalent Conferences

[J1] J. Kim, T. Kim, D. Love, and C. Brinton, “Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning”, International Conference on Machine Learning (ICML), Jul. 2023.

[J2] J. Kim, S. Hosseinalipour, A. Marcum, T. Kim, D. Love, and C. Brinton, “Learning-Based Adaptive IRS Control with Limited Feedback Codebooks”, IEEE Transactions on Wireless Communications, Jun. 2022.

[J3] J. Kim, T. Kim, M. Hashemi, C. Brinton, and D. Love, “Minimum Overhead Beamforming and Resource Allocation in D2D Edge Networks”, IEEE /ACM Transactions on Networking, Dec. 2021.

Conferences

[C1] J. Kim and M. Andrews, “Learning-Based Adaptive User Selection in Millimeter Wave Hybrid Beamforming Systems”, IEEE International Conference on Communications (ICC), May 2023.

[C2] J. Kim, S. Hosseinalipour, T. Kim, D. Love, C. Brinton, “Linear Coding for Gaussian Two-Way Channels”, 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton), Sep. 2022.

[C3] J. Kim, S. Hosseinalipour, A. Marcum, T. Kim, D. Love, and C. Brinton, “Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks”, IEEE International Conference on Communications (ICC), May 2022.

[C4] J. Kim, S. Hosseinalipour, T. Kim, D. Love, and C. Brinton, “Multi-IRS-assisted Multi-Cell Uplink MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach”, IEEE International Conference on Communications Workshops (ICC Workshops), Jun. 2021.

[C5] J. Kim, T. Kim, M. Hashemi, C. Brinton, and D. Love, “Joint Optimization of Signal Design and Resource Allocation in Wireless D2D Edge Computing”, IEEE Conference on Computer Communications (INFOCOM), Jul. 2020.

[C6] J. Kim, S. Yun, B. Kang, D. Kim, and J. Choi, “Reliable Multi-Person Identification Using DCNN-Based Face Recognition Algorithm and Scale-Ratio Method”, 14th International Conference on Ubiquitous Robots and Ambient Intelligence (URAI), Jun. 2017. (Best Application Paper)

[C7] J. Kim and J. Chun, “Super-resolution Range Estimation in FMCW Radar System”, Progress In Electromagnetic Research Symposium (PIERS), Aug. 2016.

[C8] J. Kim, J. Chun, and I. Choi, “Time and Frequency Synchronization of Bistatic FMCW Radar” IET International Radar Conference, Oct. 2015.

Domestic Journal

[DJ1] J. Kim, J. Chun, and S. Song, “Joint Range and Angle Estimation for FMCW MIMO Radars”, The Journal of Korean Institute of Electromagnetic Engineering and Science, Feb. 2019.