Hi! This is Shuo Yu, a Master student in Artificial Intelligence and Data Science at University of Science and Technology of China (USTC). I am advised by Prof. Qi Liu and currently working with Associate Researcher Mingyue Cheng.
Research Interest
My research focuses on large language models and their applications, with particular emphasis on:
- LLM Memory - Developing memory mechanisms for large language models
- Personalized LLM - Creating personalized and adaptive language models
- Retrieval-Augmented Generation (RAG) - Enhancing LLMs with external knowledge retrieval
Selected Publications
Selected Projects and Competitions
Awards
2024
National Scholarship
2025
Outstanding Graduate of Anhui Province
2025
Outstanding Graduate, USTC
2024
Meta KDD Cup 2024 CRAG Benchmark Silver Medal (Task 2 & 3)
Experiences
Sep. 2025 ~ Present
Master in Artificial Intelligence and Data Science
University of Science and Technology of China, School of Artificial Intelligence and Data Science
Advisor: Prof. Qi Liu | Currently working with: Associate Researcher Mingyue Cheng
University of Science and Technology of China, School of Artificial Intelligence and Data Science
Advisor: Prof. Qi Liu | Currently working with: Associate Researcher Mingyue Cheng
Nov. 2024 ~ Mar. 2025
Algorithm Engineer Intern
Meituan, AIGC Team, Fulfillment Platform, Local Commerce
Optimized the RAG system on the Rider Assistant APP
Meituan, AIGC Team, Fulfillment Platform, Local Commerce
Optimized the RAG system on the Rider Assistant APP
Sep. 2021 ~ Jun. 2025
Bachelor in Computer Science
University of Science and Technology of China, School of Computer Science and Technology
University of Science and Technology of China, School of Computer Science and Technology