HUANG,  SHENG-WEI is currently pursuing the master degree at the school of electrical engineering,  National Taiwan Normal University, Taipei, Taiwan.  His current research interests include Neural network acceleration , Chip design, and  Neural network architecture design.

Sanoop is currently pursuing a master's degree in the Department of Artificial Intelligence at Tamkang University, New Taipei, Taiwan. His research interests include accelerating large language models (LLMs) and neural networks on Neural Processing Unit (NPU) architectures, optimizing neural networks for edge and embedded devices, and developing hardware-aware deployment strategies for efficient on-device AI.