Hi! I am Mingzhe Li, an NLP researcher and algorithm engineer in ByteDance.

After earning my M.S. from Peking University, supervised by Prof. Rui Yan and Prof. Dongyan Zhao, I joined Ant Group and later ByteDance. At Ant Group, I served as the algorithm owner for search relevance, where I developed attribute-aware multi-intent text matching models and an LLM knowledge-injected semantic matching framework for Alipay. At ByteDance, I now lead intelligent outbound-call platforms, architecting LLM-based dialogue models, TTS engines, and an end-to-end Audio-LLM that serve millions of users.

My research interest includes retrieval for searching, LLM-based dialogue, Multi-Agent Framework, and Audio-LLM. If you are seeking any form of academic cooperation or have any questions for me, please feel free to email me at limingzhe.lmz@bytedance.com.