Research Directions
Advancing the Frontiers of AI, Serving National Strategic Needs
Intelligent Theory and Systems
Focuses on fundamental theories of deep learning, causal reasoning, knowledge graphs, and large-scale pre-trained models, while exploring next-generation cognitive intelligent systems.
Intelligent Design
Explores AI-driven creative design, human-machine collaborative design systems, and industrial design for smart manufacturing, defining new paradigms for design in the intelligent era.
AI Software-Hardware Synergy
Develops efficient AI chip architectures, software-hardware co-optimization techniques, and edge computing intelligent devices to overcome bottlenecks in computing power.
Autonomous Intelligent Systems
Studies perception, decision-making, and control for unmanned systems, multi-agent collaboration, and embodied intelligence, achieving autonomous operation in complex environments.
Mathematical Foundations of Artificial Intelligence
Establishes a mathematical descriptive framework for AI, and investigates algorithmic stability, interpretability, and safety, providing a robust scientific foundation for artificial intelligence.