Myung-Kyu Yi, Research Professor

• Smart Ubiquitous Healthcare Laboratory, Hanyang University

• College of Medicine II, Hanyang University,

• 222, Wangsimni-ro, Seongdong-gu, Seoul, 04763, South Korea.

• Email: kainos14@hanyang.ac.kr

Publications

♣ Myung-Kyu Yi and Seong Oun Hwang, A new lightweight deep learning model optimized with pruning and dynamic quantization to detect freezing gait on wearable devices, Computers in Biology and Medicine (IF 7.0), June, 2025.

♣ Myung-Kyu Yi and Seong Oun Hwang, A Data-driven Feature Extraction Method Based on Data Supplement for Human Activity Recognition, IEEE Sensors Journal (IF 4.3), June 4, 2024.

♣ Myung-Kyu Yi, Kyung Hyun Han and Seong Oun Hwang, Fall Detection of the Elderly Using Denoising LSTM-based Convolutional Variant Autoencoder, IEEE Sensors Journal (IF 4.3), Vol. 24, No. 11, pp. 18556-18567, 25 April, 2024.

♣ Myung-Kyu Yi, Wai-Kong Lee and Seong Oun Hwang, A Human Activity Recognition Method Based on Lightweight Feature Extraction Combined with Pruned and Quantized CNN for Wearable Device, IEEE Transactions on Consumer Electronics (IF 4.3), Vol. 69, No. 3, pp. 657-670,12 April 2023.

♣ KyungHyun Han, Wai-Kong Lee, Angshuman Karmakar, Myung-Kyu Yi, and Seong Oun Hwang, QuripfeNet: Quantum-Resistant IPFE-Based Neural Network, IEEE Transactions on Emerging Topics in Computing (IF 5.1), 14 October 2024.

♣ Abdul Rehman, Myung-Kyu Yi, Abdul Majeed and Seong Oun Hwang, Early Diagnosis of Alzheimer’s Disease Using 18F-FDG PET With Soften Latent Representation, IEEE Access (IF 3.4), Vol. 12, pp. 87923-87933, June 24, 2024.