Wangcheng Kang

Title: Innovations by Wangcheng Kang in Fashion Technology

Introduction

Wangcheng Kang is an accomplished inventor based in San Diego, CA. He has made significant contributions to the field of fashion technology, holding a total of four patents. His work focuses on personalized fashion recommendations and user-customized fashion generation, utilizing advanced deep learning techniques.

Latest Patents

Wangcheng Kang's latest patents include two notable innovations. The first patent is for a system that generates a personalized preference ranking network for providing visually-aware item recommendations. This fashion recommendation system employs a task-guided learning framework to train a personalized preference ranking network. It utilizes implicit feedback and user-generated triplets to learn variances in user fashion preferences for items that the user has not yet interacted with. The system combines a Siamese convolutional neural network with a personalized ranking model to produce a user preference predictor for tailored fashion recommendations.

The second patent focuses on the deep generation of user-customized items. This personalized fashion generation system synthesizes user-customized images using deep learning techniques based on visually-aware user preferences. It employs an image generative adversarial neural network alongside a personalized preference network to create new fashion items tailored to individual users. Additionally, the system can modify existing fashion items to better align with a user's tastes and preferences.

Career Highlights

Wangcheng Kang has worked with prominent organizations, including Adobe, Inc. and the University of California. His experience in these institutions has allowed him to refine his skills and contribute to innovative projects in the realm of fashion technology.

Collaborations

Some of Wangcheng Kang's notable coworkers include Chen Fang and Zhaowen Wang. Their collaborative efforts have likely contributed to the advancements in the projects they have worked on together.

Conclusion

Wangcheng Kang's innovative work in fashion technology showcases his expertise in creating personalized systems that enhance user experience. His patents reflect a commitment to advancing the intersection of technology and fashion, making significant strides in the industry.