Johnny Rhe

I am a Ph.D. candidate in the Department of Electrical and Computer Engineering at Sungkyunkwan University. My research focuses on hardware–software (HW–SW) co-design for efficient AI systems, with an emphasis on hardware-aware optimization and energy-efficient acceleration for on-device AI. My work explores optimization across the model, mapping, and dataflow levels, particularly for Compute-In-Memory (CIM) architectures. More recently, I have expanded my research to modern AI workloads, including Vision Transformers (ViTs) and Large Language Models (LLMs), with the goal of enabling scalable and energy-efficient AI computing systems.