research

My research interests and expertise

Research Interests

  • Continual Learning
    • Knowledge Updating and Unlearning
    • Continual Learning Application in Software Engineering
  • Large Language Model
    • Multi-agent Optimization
    • Large Reasoning Model and Distillation
  • Knowledge Graph
    • Knowledge Graph Construction
    • Knowledge Graph Representation
    • Knowledge Question Answering
    • Knowledge Graph-Enhanced Machine Learning

Recent Phd Student

  • Rihui Jin (2024 - ): Tabular and Textual Reasoning, Phd Student @ Southeast University & Monash University, co-supervised with Prof. Guilin Qi and Prof. Reza Haffari.
  • Peiwen Zhao (2023 - ): Temporal Reasoning with LLM, Phd Student @ Beijing Institute of Technology, co-supervised with Prof. Chong Feng, Prof. Wei Lu, and Prof. Reza Haffari.

Recent Postgraduate Student

  • Nipun Nair (2025 - ): Conversational Recommentation Systems, Mphil Student @ Monash University, co-supervised with Dr. Teresa Wang.
  • Yuchen Lu (2024 - ): API Knowledge Graph Construction, Mphil Student @ Southeast University & Monash University, co-suppervised with Prof. Guilin Qi.
  • Jiazhen Kang (2024 - ): Retrieval-augmentation Generation, Mphil Student @ Southeast University & Monash University, co-suppervised with Prof. Guilin Qi.
  • Weigang Wu (2023 - ): API Migration and LLM Adaptation, Mphil Student @ Nanjing University of Posts and Telecommunications, co-suppervised with Dr. Kang Xu.
  • Xingyu Wang (2023 - ): API Migration and LLM Benchmarking, Mphil Student @ Nanjing University of Posts and Telecommunications, co-suppervised with Dr. Kang Xu.
  • Rongyi Chen (2023 - ): Configurable Code Agent, Mphil Student @ Southeast University & Monash University, co-suppervised with Prof. Guilin Qi.
  • Guitao Wang (2022 - ): Speech Continual Learning, Mphil Student @ Southeast University, co-supervised with Prof. Guilin Qi and Dr. Jinming Zhao.

Alumni

  • Jingqi Kang (2021 - 2024) -> iFLYTEK: Speech Information Extraction, Mphil @ Southeast University & Monash University, co-suppervised with Prof. Guilin Qi.
  • Xi Xu (2019 - 2022) -> Bytedance: Few-shot Information Extraction, Mphil @ Southeast University & Monash University, co-suppervised with Prof. Guilin Qi and A/Prof. Ningyu Zhang.
  • Xuekai Li (2018 - 2021) -> Wechat: Continual Information Extraction, Mphil @ Southeast University & Monash University, co-suppervised with Prof. Guilin Qi.