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Research Overview
Research Interests
My research focuses on learning, information processing and transfer, and security in decentralized networked systems, particularly in:
- decentralized learning and large language models;
- security, privacy, and robustness;
- networking and multi-agent systems.
My work draws on the following fundamental tools:
- Theory: information theory, stochastic processes, and graph theory.
- Learning: foundation models and alignment, decentralized optimization, and reinforcement learning.
Research Grants
Young Scientists Fund of the NSFC (Grant No. 62401111), "Freshness-oriented decentralized random access theory and algorithms"
Funding Agency: National Natural Science Foundation of China
Role: Solo PI
Dates: 2025.01 - 2027.12
Fundamental Research Funds for the Central Universities (Grant No. ZYGX2024XJ001), "Research on Decentralized Random Access Protocols for Information Freshness"
Funding Agency: Ministry of Education of China
Role: Solo PI
Dates: 2024.09 - 2026.08
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