Publications

International Journal and Conference

J. Y. Lee, J. Y. Suh, S. J. Park, Y.H. Lee, and H. Lee*, "Hardware Implementation of Convolution layer for Quantized Deep Neural Networks in Image Classification," The Transactions of the Korean Institute of Electrical Engineers (KIEE), 2025 [Scopus].
J. Park, Y. Suh, H. Lee, H. Ahn, and Y. D. Park*, "MILD: Minimizing Idle Listening Energy Consumption via Down-clocking for Energy Efficient Wi-Fi Communications," Sensors, 2025.
J. Y. Seo, J. Y. Lee, H. Lee*, "Design of Lightweight Fully-connected Network in Hardware using Learning-based Low-rank Approximation and Quantization Techniques," the Transactions of the Korean Institute of Electrical Engineers (KIEE), 2025 [Scopus].
H. Lyu, J. Jang, H. Lee and H. J. Yang, “Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network,” IEEE Transactions on Wireless Communications (TWC), 2024.
J. Y. Lee, J. Y. Seo, S. J. Park, H. Lee, and Y. H. Lee*, "Hardware Accelerator for Real-time Image Classification," The 2024 International Conference on Computational Science and Computational Intelligence (CSCI), Las Vegas, USA, Dec. 11-13, 2024 [Scopus].
H. Noh, H. Lee, and H. J. Yang*, "Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11ax: Deep Hierarchical Reinforcement Learning Approach," IEEE Communications Letters (CL), 2024.
J. Choi and H. Lee*, "Real-Time Traffic Light Recognition with Lightweight State Recognition and Ratio-Preserving Zero Padding," Electronics, 2024 (link).
H. Ahn, H. Lee, Y. D. Park, "AUB: A Full-Duplex MAC Protocol for the Efficient Utilization of the Idle Uplink Period in WLAN," accepted in Journal of Communications and Networks (JCN), 2023.
H. Noh, H. Lee, and H. Y. Yang*, “ICI-Robust Transceiver Design for Integration of MIMO-OFDM Radar and MU-MIMO Communication,” IEEE Transactions on Vehicular Technology (TVT), 2023.
H. Lee, H. Ahn, and Y. D. Park, “De-identifying Transmission System using Wireless Channel as Differential Privacy Noise and Deep Neural Networks,” Elsevier ICT Express, vol.8, no. 4, 2023.
H. Lee, H. Ahn, and Y.D. Park, “Performance Analysis of Coexistence of Traditional Communication System and Emerging Semantic Communication System,” Elsevier ICT Express, vol.8, no. 3, 2023.
S. Jeong, J. Ban, and H. Lee, “Design of robust dynamic output feedback event-triggering controllers for nonlinear uncertain systems,” IEEE Access, 2022.
H. Lee, H. Ahn, and Y. D. Park, “Impact Analysis of Emerging Semantic Communication Systems on Network Performance,” Electronics, 2022.
Y. J. Kim and H. Lee*, “Deep Learning-based Stream-sensing Method for Detecting Asynchronous Multiple Signals,” Applied Sciences, 2022.
Y. Kim, H. Lee, M. Matthe, G. Fettweis, and H. J. Yang, “GFDM-based Asynchronous Grant-Free Multiple-Access,” IEEE Access, 2022.
H. Lee and H. J. Yang, “Downlink MU-MIMO LTE-LAA for Coexistence with Asymmetric Hidden Wi-Fi APs,” IEEE Transactions on Mobile Computing (TMC), vol. 21, no. 1, pp. 93-109, 2022.
H. Lee, M. U. Kim, Y. Kim, H. Lyu, and H. J. Yang, "Development of a Privacy-Preserving UAV System with Deep Learning-Based Face Anonymization," IEEE Access, 2021.
H. Lee and H. J. Yang, “Downlink Interference Control of LAA-LTE for Coexistence with Asymmetric Hidden Wi-Fi APs,” IEEE Transactions on Vehicular Technology (TVT), vol. 68, no. 11, pp. 10909-10925, 2019.
S. T. Hong, H. Lee, H. Kim, and H. J. Yang, "Lightweight Wi-Fi Frame Detection for Licensed Assisted Access LTE", IEEE Access, vol. 7, no. 1, pp. 77618-77628, 2019.
M. U. Kim, H. Lee, H. J. Yang, and M. S. Ryoo, "Privacy-Preserving Robot Vision with Anonymized Faces by Extreme Low Resolution," Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Macau, China, Nov. 2019.
H. Lee, H. Kim, and H. J. Yang, “Development of an LAA-LTE Transmitter with Lightweight Wi-Fi Frame Detection,” Proceeding in the 24th Annual International Conference on Mobile Computing and Networking (MobiCom poster), New Delhi, India, Oct. 2018.
H. Lee, H. Kim, H. J. Yang, J. T. Kim, and S. K. Baek, “Performance Analysis of License Assisted Access LTE with Asymmetric Hidden Terminals,” IEEE Transactions on Mobile Computing (TMC), vol. 17, no. 9, pp. 2141-2154, 2018.

Domestic Journal

이민영, 이호섭*, 이하림*, "Local Adaptive Blur Attention-based Neural Network for Image Deblurring", 정보기술학회 논문지, 2025.
안형태, 이하림*, "Efficient Packet Transmission Request Scheme Using Inter-node Cooperation in Full-Duplex Communications," 한국통신학회 논문지, 2023.
김미선, 최지환, 이하림*, "웨이퍼 맵의 다중 패턴 인지를 위한 벡터 표현 기반 캡슐네트워크 구현", 한국통신학회 논문지, 우수 논문 선정, 2023.

Domestic Conference

서정윤, 이종윤, 박성준, 이하림, "Implementation and Evaluation of fully-connected network on Hardware using Verilog HDL," 한국정보기술학회 하계학술대회, 2024.
박성준, 이하림, "Performance Evaluation of Fully Convolutional Network for Autonomous Driving with the Latest Car Daytime Road Data," 한국정보기술학회 하계학술대회, 2024.
김영섭, 이하림, "Prediction of Lymph Node Metastasis by Combining Causal Inference and Vision based Networks", 한국통신학회 동계학술대회, 2024.
서정윤, 박성준, 이하림, "Implementation of Deep-learning based Specific Person Identification System using Facial Similarity," 한국통신학회 동계학술대회, 2024.
최지환, 김미선, 이하림, "다중 결함 인지 손실 함수 및 머신러닝 기반 웨이퍼 결함 종류 검파 기법 연구," 한국통신학회, 2022.
H. Kim, H. Lee, and H. J. Yang, “비대칭 히든 터미널 상황에서의 공존 성능 고찰,” Proceeding of The 28th Joint Conference on Communications and Information (JCCI), 2018.
H. R. Lee, Y. J. Suh, “A Suitability Analysis of IEEE 802.15.3c for Data Center Monitoring and Traffic Distribution Networks,” Proceeding of the 5th The Korean Institute of Communications and Information Sciences Winter Conference (KICS), January 2014.

In Preparation

[JP] H. Lee, et. al., “Multi-Resource Unit-based Sensing System with a Neural Network,” in preparation.

Submitted or Under Revision

[JP] K. Park, and H. Lee*, "Real-Time TSV 3D Shape Defect Inspection System Using Deep Learning based Fast Object Detection" in Submission.