Jianghan Liu

I am Jianghan Liu, a Master's candidate in Software Engineering at Southeast University(2023 intake), advised by Wenjun Ke . I have received the B.E. degree from Southwest University.

My research focuses on optimizing topic modeling for LLMs and innovating knowledge acquisition paradigms. I am particularly interested in exploring advanced methods to enhance model performance and scalability in complex scenarios.

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• 2025-06 One paper is accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE).
• 2025-05 Two papers are accepted as ACL 2025 Oral (Top 2.6%), focusing on mechanisms of novel knowledge learning in large language models and topic modeling in the era of large language models.

• 2025.05 ~ 2025.08: LLM-based Generative Recommendation at Meituan