Keyou (Key) Zheng
About
Hi! I am Keyou Zheng (郑恪悠). I am a novice researcher, a CJK language drifter, and junior design engineer. Outside of doing research and hacking, I am a rhythm game maniac. I am currently working on data-efficient learning and other interesting topics.
News
Education
Hokkaido University · Laboratory of Media Dynamics (LMD)
PhD in Information Science
Guangdong University of Technology
MEng. in Mechanical Engineering
Guangdong University of Finance and Economics
BEng. in Computer Science
Publications
SPADA: A Verifiable Test-Driven Agent for Controllable Parametric CAD Assembly Generation
Zheng K., Su X., Leng J.*
The Forty-Third International Conference on Machine Learning (ICML 2026)
AIGC-empowered Smart Manufacturing: Prospects and Challenges
Leng J., Zheng K., Li R., Chen C., Wang B., Liu Q.*, Chen X., Shen W
Robotics and Computer-Integrated Manufacturing
Towards Agentic Smart Design: An Industrial Large Model-driven Human-in-the-loop Agentic Workflow for Geometric Modelling
Zheng K., Zhong Y., Su X., Leng J.*, Liu Q., Chen X
Applied Soft Computing
Experience
Code-based CAD Assembly Generation
Human-in-the-loop CAD Generation Workflow
Automated Color Difference Control & Calibration
Skills
Awards & Honors
National Scholarship
Ministry of Education, China
Scholarship in Academic Excellence
Guangdong University of Technology
Freshman Entrance Scholarship
Guangdong University of Technology
Scholarship in Academic Excellence
Guangdong University of Finance & Economics
Patents
Interaction extraction and demand-manufacturing matching from service interaction context
Leng J., Zheng K., Xie J., Li R., Xu C., Liu Q.
Disclosed · CN 202410950697.2
Defect prediction methods based on multi-feature parallel multi-stage neural network (MF-PMSNN)
Leng J., Xie J., Zheng K., Li R., Xu C., Liu Q.
Disclosed · US 18/662,981
Flexible needle puncture path planning based on deep reinforcement learning
Leng J., Zheng K., Zhong Y., Xie J., Li R., Xu C., Liu Q.
Disclosed · CN 202410273298.7
Unified value-chain middleware for manufacturing and its digital-twin system
Leng J., Zhong Y., Zheng K., Li R., Xu C., Liu Q.
Disclosed · CN 202410368790.2
Copyrights
Multi-feature fusion print color difference detection system
Zheng K., Zhong Y., Leng J.
Authorized · China
Vision intelligence-based personalized print color difference analysis system
Zheng K., Zhong Y., Leng J.
Authorized · China