Keyou Zheng
郑恪悠
PhD Applicant | Design Engineer | AI Researcher
A passionate researcher and developer with expertise in artificial intelligence, machine learning, and human-computer interaction. Dedicated to advancing the field through innovative research and practical applications that bridge the gap between academic theory and real-world impact.
Contact
Profile Highlights
Research Interests
Education
Guangdong University of Technology
Master in Mechanical Engineering
- GPA: 3.62/4; 9 courses with 90+ grades;
- Research interests: Large Language Models, Program-driven 3D Reconstruction, Human-Computer Interaction
Guangdong University of Finance & Economics
Bachelor in Computer Science and Technology (Experimental Class)
- GPA: 3.75/5, Rank: Top 5%; First place in multiple core courses;
- Thesis: Design and Implementation of Mario Game Agent Based on Deep Reinforcement Learning
Experience
Multimodal Large Language Model-Assisted CAD Code Generation and Modeling System
- Data Collection: Collected large-scale real-world data from multiple discrete sources, enhanced through multi-model routing, data synthesis, and evaluation pipelines;
- Algorithm Design: Developed multimodal agent system based on Qwen 2.5-VL-7B using multimodal fusion, targeting AAAI'26;
- Prototype Development: Built Web application using Next.js and React-three-fiber, achieving high-performance real-time 3D preview and user-friendly code-linked editing features
Skills & Projects
Programming
Research
Communication
Selected Projects
A comprehensive platform for managing AI research projects with data visualization and model comparison features.
Natural language processing tool for analyzing academic papers and extracting key insights and citations.
Publications
AIGC-empowered Smart Manufacturing: Prospects and Challenges
This paper presents a comprehensive framework that integrates a GenAI-centered approach with Product Lifecycle Management (PLM), providing an in-depth analysis of the AIGC landscape and systematically exploring its applications in smart manufacturing.