Guanyi Du

About

Dr. Guanyi Du is a leading researcher at the intersection of artificial intelligence and product design, with a primary focus on affective computing and human-centered design. His most influential work, "Product color emotional design based on a convolutional neural network and search neural network" (2021, 34 citations), pioneered the use of deep learning to bridge the gap between user emotions and product aesthetics. By integrating convolutional neural networks (CNNs) with search neural networks, Dr. Du developed a novel framework that enables designers to predict and optimize color schemes based on target emotional responses—a breakthrough that directly addresses the growing demand for personalized, emotionally resonant products in the era of social manufacturing. This work has been widely cited by researchers in design automation, human-computer interaction, and industrial engineering. Beyond this landmark paper, Dr. Du continues to advance the field by exploring how AI can decode subjective user preferences, making him a key figure in the movement toward intelligent, user-aware design systems. His contributions are shaping how next-generation products are conceived, from consumer electronics to automotive interiors.

Research Focus

Key Achievements

Top Papers

1. 1
   Product color emotional design based on a convolutional neural network and search neural network

   34 citations · 2021

Key Collaborators

Contact & Links