International

International Journal papers

• Submitted / Under revision

  • J. Park and S. Yun, “Differential Privacy for Multiple Antenna Wireless Communication Assisted Federated Learning,” IEEE Transactions on Vehicular Technology, under revision, 2024.

  • M. Sung, V. Palakonda, I.-M. Kim, S. Yun, and J.-M. Kang, “Memory-constraed split computing of neural networks based on deep compression,” IEEE Transactions on Vehicular Technology, submitted, 2024.

• Accepted / To appear

  • C.-W. Park, V. Palakonda, S. Yun, I.-M. Kim, and J.-M. Kang, “OCR-Diff: A Two-Stage Deep Learning Framework for Optical Character Recognition Using Diffusion Model in Industrial Internet-of-Things,” IEEE Internet of Things Journal, accepted, 2024.

  • J. Park, S. Yun, J. Ha, “Secure power control for downlink cell-free massive MIMO with passive eavesdroppers,” IEEE Transactions on Vehicular Technology, accepted, 2024.

• Published

  1. J. Park, S. Yun, J. Ha, “Downlink cell-free massive MIMO with pilot contamination,” IEEE Transactions on Vehicular Technology, vol. 73, no. 1, pp. 1412–1417, Jan. 2024.

  2. Y. Shin, V. Palakonda, S. Yun, I.-M. Kim, S.-G. Kim, S.-M. Park, and J.-M. Kang, “RandMixAugment: A Novel Unified Technique for Region-and Image-Level Data Augmentations,” IEEE Access, vol. 12, pp. 8187–8197, Jan. 2023.

  3. A. Motamedi, S. Yun, Y. Ge, and I.-M. Kim, “Redundancy Management in Federated Learning for Fast Communication,” IEEE Transactions on Communications, vol. 71, no. 11, pp. 6332–6347, Nov., 2023.

  4. S.-H. Kang, V. Palakonda, I.-M. Kim, J.-M. Kang, and S. Yun, “Enhanced Non-Maximum Suppression for the Detection of Steel Surface Defects,” Mathematics, vol. 11, no. 18, pp. 1–14, Sept. 2023.

  5. S. Yun, W. Choi, and I.-M. Kim, “Cooperative inference of DNNs for delay- and memory-constrained wireless IoT systems,” IEEE Internet of Things Journal, vol. 9, no. 17, pp. 16113–16127, Sept. 2022.

  6. S. Li, F. Sultonov, J. Tursunboev, S. Yun, and J.-M. Kang, “Ghostformer: A GhostNet-Based Two-Stage Transformer for Small Object Detection,” Sensors, vol. 22, no. 18, pp. 1–9, Sept. 2022.

  7. H. A. Shah, F. Saeed, S. Yun, A Paul, and J.-M. Kang, “A robust approach for brain tumor detection in magnetic resonance images using finetuned efficientnet,” IEEE Access, vol. 10, pp. 65426–65438, June 2022.

  8. J. Lee, S. Yun, I.-M. Kim, and J. Ha, “Deep neural network-based precoder for fairness aware secure NOMA scheme,” IEEE Transactions on Vehicular Technology, vol. 71, no. 5, pp. 5615–5620, May 2022.

  9. J.-M. Kang, S. Yun, I.-M. Kim, and H. Jung, “MSE-based joint transceiver and passive beamforming design for intelligent reflecting surface-aided MIMO systems,” IEEE Wireless Communications Letters, vol. 11, no. 3, pp. 622–626, March 2022.

  10. J. M. Nilsen, J.-H. Park, S. Yun, J.-M. Kang, and H. Jung, “Competing miners: A synergetic solution for combining blockchain and edge computing in unmanned aerial vehicle networks,” Applied Science, vol. 12, no. 5, pp. 1–18, March 2022.

  11. F. Sultonov, J.-H. Park, S. Yun, D.-W. Lim, and J.-M. Kang, “Mixer U-Net: An improved automatic road extraction from UAV imagery,” Applied Science, vol. 12, no. 4, pp. 1–16, Feb. 2022.

  12. S. Yun, J.-M. Kang, J. Ha, S. Lee, D.-W. Ryu, J. Kwon, and I.-M. Kim, “Ground vibration monitoring: Reinforcement learning and RNN-CNN approach,” IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 7502905, Jan. 2022.

  13. S. Yun, J.-M. Kang, and I.-M. Kim, “Cooperative inference of DNNs over noisy wireless channels,” IEEE Transactions on Vehicular Technology, vol. 70, no. 8, pp. 8298–8303, Aug. 2021.

  14. M. K. Nori, S. Yun, and I.-M. Kim, “Fast federated learning by balancing communication trade-offs,” IEEE Transactions on Communications, vol. 69, no. 8, pp. 5168–5182, Aug. 2021.

  15. S. Yun, J.-M. Kang, I.-M. Kim, and J. Ha “Deep artificial noise: Deep learning-based precoding optimization for artificial noise scheme,” IEEE Transactions on Vehicular Technology, vol. 69, no. 3, pp. 3465–3469, March 2020.

  16. J. Park, S. Yun, I.-M. Kim, and J. Ha, “Secure communications with a full-duplex relay network under residual self-interference,” IEEE Communications Letters, vol. 24, no. 3, pp. 496–500, Mar. 2020.

  17. S. Yun, I.-M. Kim, and J. Ha “Artificial noise scheme for correlated MISO wiretap channels,” IEEE Transactions on Vehicular Technology, vol. 68, no. 9, pp. 9323–9327, Sept. 2019.

  18. S. Yun, S. Im, I.-M. Kim, and J. Ha, “On the secrecy rate and optimal power allocation for artificial noise assisted MIMOME channels,” IEEE Transactions on Vehicular Technology, vol.67, no. 4, pp. 3098–3113, April 2018.

International Conference papers

• Published

  1. M. Ko, S. Yun, J. Park, and J. Ha, “Artificial-noise-aided Secure Beamforming in Full-duplex Wireless-powered Relay,” in Proc. IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Spain, April 2018.

  2. J. Park, S. Yun, and J. Ha, “Secure Full-Duplex Relay Network using Cooperative Jamming,” in Proc. IEEE International Conference on Information and Communication Technology Convergence, Jeju, Korea, Oct. 2017.

  3. M. Ko, S. Yun, and J. Ha, “Resource Allocation Scheme for Wireless Powered Wiretap Channel,” in Proc. IEEE International Conference on Information and Communication Technology Convergence, Jeju, Korea, Oct. 2017.

  4. S. Yun, J. Park, S. Im, and J. Ha, “On The Secrecy Rate of Artificial Noise Assisted MIMOME Channels with Full-duplex Receiver,” in Proc. IEEE Wireless Communications and Networking Conference (WCNC), San Francisco, USA, March 2017.

  5. J. Park, S. Yun, and J. Ha, “Detection of Pilot Contamination Attack in the MU-MISOME Broadcast Channels,” in Proc. IEEE International Conference on Information and Communication Technology Convergence, Jeju, Korea, Oct. 2016.

  6. S. Yun, J. Ha, and B.-J. Kwak, “Robustness of Biologically Inspired Pulse-coupled Synchronization against Static Attacks,” in Proc. IEEE Global Communications Conference (Globecom), San Diego, USA, Dec. 2015.

  7. S. Yun, J. Baek, S. Im, and J. Ha, “Secure Code Design for Near Field Communications,” in Proc. IEEE International Conference on Information and Communication Technology Convergence, Busan, Korea, Oct. 2014.

  8. W. Shin, J. B. Lim, W. Noh, K.-H. Jang, S. Yun, J. Baek, and J. Ha, “A Real-time Implementation of Interference Neutralization for Multi-source Multi-hop Wireless Networks,” in Proc. IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, USA, Jan. 2014.

  9. Y.-I. Kim, S. Yun, K.-S. Lee, W. Ryu, and H. J. Lee, “Dynamic MBS Zone Configuration Based on Contents Characteristics,” in Proc. IEEE International Conference on Advanced Communication Technology, PyeongChang, Korea, Feb. 2012.

  10. S. Yun, D. C. Park, Y.-I. Kim, and S. C. Kim, “Overlapped Fractional Frequency Reuse for Mobile WiMAX,” in Proc. International Conference on Electronics, Biomedical Engineering and Its Applications, Dubai, UAE, Jan. 2012.

  11. D. C. Park, S. Yun, S. C. Kim, W. Shin, H. Kim, and K. Lim, “Distributed Data Scheduling for OFDMA-Based Wireless Mesh Networks,” in Proc. IEEE Military Communications Conference (MILCOM), Baltimore, USA, Nov. 2011.

  12. S. S. Hwang, S. Yun, and S. C. Kim, “Decision Directed Recursive Least Square Adaptive Channel Estimation for OFDMA Uplink System,” in Proc. IEEE Wireless Telecommunications Symposium, New York, USA, April 2011.