One paper on quantized federated learning has been accepted in ICCV 2025; the team won 2nd place in the 2024 Samsung AI Challenge: Black-box Optimization; and 3rd place in the 2024 ETRI Human Understanding AI Paper Challenge.
Research Experience
Current research projects involve Intelligent Mobile Vision: Efficient Federated MoE with Device-Specific Expert Models and Semi-Supervised Learning.
Background
Research interests include artificial intelligence, deep learning, object detection & recognition, image enhancement, federated learning, and deepfake defence.
Miscellany
Contact: Email swkim@pknu.ac.kr, Phone +82-51-629-6214, Office at 2214B, Bldg. A13, Pukyohng National University, 45, Yongso-ro, Nam-gu, Busan, Republic of Korea.