Research

Research Interests

  • Large Language Models
  • Natural Language Processing
  • Language Intelligence
  • Multimodal Intelligence
  • Collective Intelligence
  • AI for Science Engineering

Research Projects

  1. NSF Innovative Research Group Project (Category A), 62521006, “Natural Language-Centric New-Generation Artificial Intelligence”, Jan. 2026 - Dec. 2030, PI
  2. NSF Project (Key Program), U23B2055, “Research on Cross-Domain Knowledge Graph Automatic Construction with Multimodal Information Integration”, Jan. 2024-Dec. 2027, PI
  3. NSF Project (International Cooperation), 62350710797, “Research on Data Construction and Governance Methods for Large Language Models”, Jan. 2024-Dec. 2026, Co-PI
  4. NSF Project (International Key Program), 62261160648, “Research on Chinese-Centric Low-Resource Machine Translation”, Jan. 2023 - Dec. 2025, PI
  5. NSF Project (Key Program), 62036004, “Research on Noisy-robust Machine Translation”, Jan. 2021-Dec. 2025, PI, (Excellent Project Completion)
  6. Major Program, Key Project Ministry of the Industry and Information Technology (MIIT), “Intelligent Office Software”, Jul. 2020-Dec. 2021, Co-PI
  7. NSF Project (Fund for Distinguished Young Scholar), 61525205, “Natural Language Structure Analysis and Machine Translation”, Jan. 2016 - Dec. 2020, PI, (Excellent Project Completion)
  8. National Key Research and Development Program of China, 2017YFB1002104, “Big Data-Driven Natural Language Understanding, Question-Answering and Translation: Big Data-Driven Intelligent Q&A technology for Open Domain”, Sep. 2017-Aug. 2021, PI, (Excellent Project Completion)
  9. NSF Project (Key Program), 61432013, “Multi-level Discourse Semantics-Oriented Machine Translation: Theory, Methodology and Implementation”, Jan. 2015-Dec. 2019, PI, (Excellent Project Completion)
  10. NSF Project (General Program), 61373095, “Syntax and Discourse Structure-based Statistical Machine Translation”, Jan. 2014-Dec. 2017, PI
  11. NSF Project (Key Program), 61333018, “Chinese Multi-level Discourse: Theory, Methodology and Application”, Jan. 2014-Dec. 2018, Co-PI
  12. CAE Engineering Science and Technology Development Strategy, 2025-DFZD-52, “Research on ASEAN-Oriented Artificial Intelligence Innovation Industry Deployment and Collaboration Mechanism”, Jun. 2025-Jun. 2026, Co-PI
  13. Guangdong Science and Technology Program, 2024B0101050003, “Research on Large Model Mechanism Analysis and Novel Architectures for Artificial General Intelligence”, Jan. 2025-Dec. 2027, PI
  14. Shenzhen High-Level Talent Team Program (Peacock Team), KQTD20240729102154066, “Innovative Research Team on Key Technologies of Generative Large Models”, Jan. 2025-Dec. 2029, PI
  15. Shenzhen Key Laboratory Establishment Project, ZDSYS20230626091203008, “Shenzhen Key Laboratory of Large Model Intelligence and Safety”, Feb. 2024-Feb. 2026, PI
  16. Shenzhen Science and Technology Program (Key Program), KJZD20231023094700001, “Key Technology R&D and Industrial Application of Large Models for Smart Cities”, Jan. 2024-Dec. 2026, Co-PI
  17. Shenzhen Science and Technology Program (Key Program), GXWD20220817123150002, “Research on Key Technologies of Multimodal Machine Translation”, Nov. 2022-Oct. 2025, PI
  18. Shenzhen High-Level Talent Research Start-up Grant, “Research on Large Model Intelligence and Security”, Jan. 2023-Dec. 2025, PI
  19. Several Tens of Industry Projects, “Large Foundation Models, Natural Language Processing, Information Extraction, and Machine Translation”, 2014-Present, PI
  20. Several Tens of Industry Projects, “Natural Language Analysis Platform, Knowledge Graph, Information Extraction, Question Answering, and Dialogue Systems”, before 2014, PI

Research Platforms

  1. Guangdong Provincial Key Laboratory of General Artificial Intelligence and Large Models, Director
  2. Shenzhen Key Laboratory of Large Model Intelligence and Safety, Director
  3. HIT (Shenzhen)-Huawei Joint Lab on Artificial Intelligence Innovation, Director
  4. HIT (Shenzhen)-China Telecom Joint Lab on Artificial Intelligence, Director
  5. HIT (Shenzhen)-CMB Joint Lab on Artificial Intelligence, Director
  6. HIT (Shenzhen)-Farben Joint Lab on Artificial Intelligence Innovation, Director
  7. HIT (Shenzhen)-Kaihong Joint Lab, Director
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