Yuanyuan Lei
About
Dr. Yuanyuan Lei is an Assistant Professor of Computer Science at the University of Florida. Her research direction is Natural Language Processing (NLP), Large Language Models (LLMs), Machine Learning, Artificial Intelligence. Her research vision is to develop innovative algorithms and systems for knowledge-aware language modeling, enriching LLMs with diverse forms of knowledge to advance reasoning and planning capabilities of LLMs, as well as ensure trustworthiness and safety alignment of LLMs. She is also interested in NLP / LLMs + X research, integrating NLP models and LLMs into various domains such as science, engineering, healthcare, law etc. Her research works have been published in top venues, including ACL, EMNLP, NAACL etc. She was awarded the Rising Stars in Data Science by the University of Chicago, and Future Research Leaders in Artificial Intelligence by the University of Michigan.
Research Performance Summary
First Recorded Paper
Cocktail edge caching: Ride dynamic trends of content popularity with ensemble learning
Year: 2022
Citations: 64
Venue: IEEE/ACM Transactions on Networking 31 (1)
Latest Recorded Paper
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation
Year: 2025
Citations: 0
Venue: Proceedings of the 63rd Annual Meeting of the Association for Computational
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.