Reinforcement Learning, Generative AI, Online Learning, Network Optimization
Algorithm Design, Machine Learning, Finance, Databases
Quantum Information Science
Quantum Information Processing Based on Superconducting Circuits
Secure and robust AI application; AI Security; Privacy-preserving applications; High-performance distributed LLM training and inference.
Quantum artificial intelligence, Quantum information and computation, topological phases of matter, quantum nonequilibrium systems
Graph Algorithms, Data Structures, Theory of Computation
Computer Architecture, Artificial Intelligence Algorithms
Quantum Physics and Quantum Information, Cold Atoms, Quantum Many-Body Physics, Topological States of Matter, Nonlinear Physics
Robotics, reinforcement learning, control, autonomous driving
Cryptography
Computer graphics, machine learning, robotics
mechanism design, blockchain systems, platform design, network economics, crowd intelligence
Computer System Architecture (New Storage Architectures, Specialized Computing Systems, Hardware System Security)
computer vision, reinforcement learning
AI security, AI social simulation
Ion Quantum Computing and Quantum Simulation, Diamond Nitrogen-Vacancy Center Quantum Networks and Quantum Sensing
Theoretical machine learning, AI safety and alignment, optimization
Quantum networks, quantum storage, quantum repeaters, and quantum computing based on ion traps and neutral atoms.
Theoretical Cryptography
causal inference, experimental design, high-dimensional statistics, econometrics
Reinforcement Learning, Multi-Agent Learning, Large Model Reinforcement Learning, Agent Reinforcement Learning
Physical Implementation of Quantum Computing and Quantum Information
Deep reinforcement learning, robotics, computer vision and tactile sensing
3D Vision, Humanoid Robot Learning
Research on the integration of category theory, topos theory, and artificial intelligence
Database Systems;Data Infrastructure for AI
Language and reasoning models, statistical learning, optimization, computational complexity
Computer Vision, Multi-modal Machine Learning, Autonomous Driving, Robotics
Economics and Computation, Artificial Intelligence, Data Markets