Huimin Cui
Founder and CEO of Zhongke Jiahe, and Researcher at the Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS)
Dr. Huimin Cui is a Researcher and Doctoral Supervisor at the Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS), and the Founder and CEO of Zhongke Jiahe. She also serves as the Director of the Compiler and Programming Laboratory at ICT, CAS. She has led multiple national-level research projects, including those funded by the National Natural Science Foundation of China, the 973 Program, and the Ministry of Science and Technology’s Key R&D Program. She is the Chief Scientist of a programming project under China’s 2030 New Generation Artificial Intelligence initiative. Dr. Cui has published over 60 papers in top international conferences and journals in the fields of compilers and systems, including ASPLOS, MICRO, PLDI, PPoPP, OSDI, SC, TOCS, TPDS, and TACO.
Topic
Sharing Practical Applications of Compilation Technology in the AI Software Stack
Driven by the dual forces of large models and domestic AI chip development, China’s AI chip software ecosystem is facing new challenges and opportunities. Compilation technology has emerged as a key solution, serving as a crucial bridge between AI chips and application deployment. It enables the realization of generalized, high-performance, and cost-efficient computing power. This talk will combine academic and industrial perspectives to share insights on how to fully unleash the potential of AI chips, achieve high-performance adaptation of AI applications across heterogeneous hardware platforms, bridge ecosystem gaps, and build a fully autonomous and controllable software-hardware computing foundation. **Outline:** 1. The demand for on-premise deployment 2. Challenges and current status of AI infrastructure 3. **SigInfer:** A compiler-centric high-performance AI inference engine 4. **AI for Compiler:** AI-based compiler automation 5. Future directions for AI software stack development
