About me
I am a student of Hong Kong University of Science and Technology (Guangzhou), majoring in Robotics and Autonomous Systems, in Transportation Behavioral Psychology and Safety Lab (TBPS).
Research interests include Human-computer Interaction in Autonomous Driving, Human Factors, Accessibility Design, Social Computing and Network Analysis.
My previous work was in ByteDance and Netease Interactive Entertainment as a product manager, designing dealer middle-end systems, and customer service chatbot, Identifying risks and abnormal transactions through data.
What i'm doing
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Two-way Intergenerational Communication VR Design
Using VR to increase the frequency and improve the quality of communication between the elderly and their children.
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Lightweight Crowd Counting
We propose a lightweight model for accurate crowd counting, maintaining high efficiency. By compressing the CNN and Transformer models simultaneously, we transfer knowledge from a SOTA teacher model, achieving excellent performance. Experimental results confirm the success of our knowledge distillation methods, reducing the parameter size to less than one-tenth of the teacher model while maintaining comparable accuracy.
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Marvel Network Analysis
Network modeling, visualization, and analysis of comic book characters in the Marvel Universe.
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Driving Ahead: A Study on the Impact of Training Methods for Anticipatory Driving
This research project aims to identify what specific knowledge is required for novice drivers to develop anticipatory driving skills, and how do different types of training methods impact the development of these skills quantitatively.
Testimonials
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Juan Carlos
I had the pleasure of working with Zuyuan and I can confidently say they are a true asset to any team. His work ethic is unparalleled and his attention to detail is impressive. He consistently went above and beyond to ensure projects were completed to the highest standard. He is also a great communicator and team player, always willing to lend a helping hand and provide valuable input. I highly recommend Zuyuan for any project or opportunity.
