Jiatong Zheng
About Me
Now, I am a M.S student at Shenyang Institute of Automation, University of Chinese Academy of Science. I am a Ph.D. applicant.
Education
- M.S. in Computer Science, Shenyang Institute of Automation, Uiversity of Chinese Acadamy of Science, 2023–2026
- B.E. in Automation, Harbin Engineering University, 2019–2023
Major Courses
- Introduction to Robot Engineering
- Analog/Digital Electronics
- Automatic Control Theory
- Modern Sensors and Applications
- Robot Dynamics and Vision Control
Research Interests
- Large Language Models for Control Engineering
- Meta-learning, Incremental Learning
- Generative AI & Code Generation for Industrial Systems
Thesis
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SAGE: A Framework for Semantic-Alignment-Guided Engineering of Prompts and Fine-Tuning in Industrial Control Tasks, ICLR 2026
📄 OpenReview Link -
ADAP: An Improved Evaluation Algorithm for Industrial Control Based on Large Language Models, Journal of Supercomputing
📑 PDF Download -
A Novel Method of PLC Code Generation based on Large Language Models, 2025 6th International Conference on Computer Engineering and Application, ISBN: 979-8-3315-4330-3
📑 PDF Download
Awards and Honors
- 🏆 National First Prize, Intelligent Vehicle Competition (6th), 2022
- 🏆 National First Prize, Intelligent Vehicle Competition (10th), 2021
- 🏅 Gold Medal, Heilongjiang Internet+ Innovation, 2022
- 🥇 First Prize, National Mathematical Modeling Competition, 2021
Contact
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