General
Jie Liu
- Researcher, Institute of Software, Chinese Academy of Sciences (CAS)
- Master's Supervisor and Professor, University of Chinese Academy of Sciences (UCAS)
- Member, Youth Innovation Promotion Association of CAS
- Executive Member, System Software Professional Committee, China Computer Federation (CCF)
Research Areas
Big Data Intelligent Analysis Models and Systems
With the continuous evolution of cloud computing paradigms, AI models, and knowledge representation methods, the demands for performance in intelligent analysis systems and the accuracy of intelligent models in complex scenarios are increasing. By delving into the interdisciplinary field of AI, Software Engineering, and System Software, breakthroughs in knowledge-driven intelligent model design methods can be achieved, enabling the development of efficient distributed intelligent analysis software systems.
- Big Data and Machine Learning Systems: Serverless computing, LLM inference, Earth big data
- Code LLM Optimization for Complex Tasks: LLM decoding strategy optimization, Data Science Agents, system software root cause analysis Agents, AI4Science
- Knowledge-Driven Intelligent Model Construction: Text representation that integrates knowledge and neural networks, intelligent applications of knowledge graphs, and domain model design
Education
2004-09--2011-01 University of Science and Technology of China, Ph.D.
2000-09--2004-06 University of Science and Technology of China, Bachelor’s Degree