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Projects

I am PI of following projects. Total signed contract value is about 25M RMB.

  1. Evidence Chain Reasoning in Strongly-Constrained Multi-Agent Decisions. NSFC. 2027-2030.
  2. Stable Low-Precision FlashAttention Training for Large Language Models. Huawei. 2026-2027.
  3. Numerical Rounding and Training Stability in Large Language Models. Huawei. 2026-2027.
  4. Training Dynamics of Large Language Models under Resource Constraints. BSC. 2026-2028.
  5. Efficient Multi-Agent Systems. Huawei. 2026-2027.
  6. R&D on Near-Field Cross-Device Intelligent Collaborative Technologies. Huawei. 2025-2026.
  7. Research on Key Technologies of Agents for Structured Data. BNRist. 2026-2027
  8. Research on Key Technologies for Embodied Brain. Qiyuan Laboratory. 2025-2026.
  9. Research on Key Technologies for Industry-Specific Intelligent Agents. BSC. 2025-2026.
  10. Open Pangu Project on Meta-reasoning. Huawei. 2025-2026.
  11. Personalized GUI Agent. Huawei. 2025-2026.
  12. Undergraduate education and teaching reform project. Tsinghua. 2025-2026.
  13. CCF-Ant joint Funding on Green Computation. Ant. 2024-2025.
  14. CCF-Huawei joint Funding on Trustworthy Learning. Huawei. 2024-2025.
  15. CCF-Zhipu joint Funding on Large Language Model. Zhipu. 2024-2025.
  16. CCF-Huawei joint Funding on Computation Theory. Huawei. 2024-2025.
  17. Research on complex multi-scene recommendation model based on generative retrieval. Meituan. 2024-2025.
  18. Research on AI4Science with graph learning. 4Paradigm. 2024-2025.
  19. Research on large scale biomedical network. BJNSF. 2024-2026.
  20. Research on key techniques of representation learning for drug networks Independent research program. Tsinghua. 2024-2025.
  21. Dynamic multimodal networks. MOST. 2024-2026.
  22. Node Classification on Biomedical Network. Kongfu. 2023-2024.
  23. Tencent AI-Lab open fund. Tencent. 2023-2024.
  24. Knowledge-data dual learning from graph-structured data. NSF. 2023-2025.
  25. The 14th Fifth special project on data science. JKW. 2022-2023.
  26. Knowledge graph based malware detection. OPPO. 2022-2023.
  27. Research project on automated machine learning. 4Paradigm. 2022-2023.
  28. CCF-Tencent joint fund. Tencent. 2022-2023.
  29. CCF-Baidu joint fund. Baidu. 2022-2023.
  30. Independent scientific research fund Independent research program. Tsinghua EE. 2022-2023.
  31. Discipline construction funds. Tsinghua University. 2022-2025.
  32. Young talent introduction program. MOE. 2021-2024.
  33. Department startup funding EE Department. Tsinghua University. 2021-2023.

Participants in

  1. Wide-Area Information Network Agent Communication. BJNSF. 2025-2026.
  2. Data-Driven Digital Twin Construction, Simulation, and Early Warning Technology for Urban Organism MOST). 2025-2028.