I am Yufei Li(李 俞菲), a first-year PHD student in CSE department of HKUST, supervised by Prof.Yangqiu Song.
In my undergraduate years, I was fortunate to be in IDs Lab | SCU and before that I work with Prof.Yuanhang Zheng on Intelligent Decision.
My research interests center around AI and database. For my research topic as a PHD student, I will be focused on Neural Graph DB and related topics. I believe we can find many interesting aspects of the interaction between info and intelligence, knowldege and thinking in this era of AI revolution.
Meanwhile, I have broad interest in CS technology. I find many common things among different topics of CS, which is that the art of abstraction shows impact when people try to solve problems and we can finally understand the beauty of philosophy！So I am open to any research and technology communication💚. Feel free to contact me via Here.
Yufei's Latest News
😝I am recently doing some research on index parameter tuning for VDBMS index. I am also learning DBMS, OS, Distributed and Agent courses recently. Reach out to me if you want a study partner!
🥗2024.12: GPTuner(The vldb2024 work) is selected for the 2024 ACM SIGMOD Research Highlight Awards! Yeah! Thanks to my advisor, leader and teammate.
🥗2024.8: I presented GPTuner at VLDB 2024! Yeah!
I am really excited about what I met at the conference and get more interested in DB&AI-related research!
Publications
Publications In Undergraduate Period
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization
Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Chen, Wanghu Chen, Mingjie Tang, Jianguo Wang
Accepted! Very Large Data Bases Conference (VLDB),2024.
A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System
Jiale Lao*, Yibo Wang*, Yufei Li*, Jianping Wang, Yunjia Zhang, Zhiyuan Chen, Wanghu Chen, Mingjie Tang, Jianguo Wang
Accepted! SIGMOD Demo,2024.
Intelligent bi-objective optimization method for large-scale group decision-making based on hesitant fuzzy linguistic preference relations with granularity level
Yuanhang Zheng, Zeshui Xu, Yufei Li*, Zhang Yi (*The only student author.)
Accepted! IEEE Transactions on Fuzzy Systems,2024.
Publications In Phd-Candidate Period
Mazu bless me
Mazu bless me
Mazu bless me
Projects & Awards
National College Students Mathematical Contest in Modeling——First Prize (Provincial)
Asia and Pacific Mathematical Contest in Modeling——First Prize (National)
Easy-English: An English-Learning Website
Skills
Languages
Chinese
Native speaker
English
Proficient speaker
Academic Related
Python, C&C++, SQL, Java
I enjoy coding and create new things by programming.
Technical writing
I enjoy writing about technical subjects and I feel I can do a pretty good job about it! My motivation is explaining things in simple and practical terms and thus making things easier for others.
Hobbies
Arts
Drawing 👩🔧: I have a series of self-designed comic.
Calligraphy👩🏭:I love creating poems and writing them down with calligraphy.
Listening Music & Musical Play✨: I am a big fan of SodaGreen.
Exercise
Badminton🥍
Hiking 🚶♀️
Riding 🚴♀️
Psychology
I'm really interested in psychology, and I' ve engaged in some related voluntary work. I believe that understanding psychology provides the key to individuals' happiness.