Biography
I am a PhD student in Computer Science at Cornell University advised by Professor Immanuel Trummer. I am currently interested in leveraging advanced techniques from the Natural Language Processing field (e.g., Large Language Model) to enhance the efficiency, usability and generality of database systems. During my time at Sichuan University as a B.Eng student, I was fortunate to be advised by Professor Mingjie Tang and Professor Jianguo Wang from Purdue University, focusing on utilizing machine learning techniques to optimize database performance.
Interests
- Database
- Machine Learning
- Large Language Model
Education
PhD in Computer Science, Present
Cornell University
B.Eng in Software Engineering, 2024
Sichuan University
Recent News
- [2024/03/16] GPTuner Demo is accepted by SIGMOD 2024!
- [2024/03/15] GPTuner is accepted by VLDB 2024 !
- [2024/02/27] A great virtual meeting with Prof. Immanuel Trummer! Looking forward to pursuing my PhD in the database group at Cornell University in August!
- [2024/02/01] Excited to be admitted to the PhD program in Computer Science at Cornell University, starting in Fall 2024!
- [2024/01/31] A video demonstration of GPTuner is available on YouTube!
- [2023/12/16] Congratulations! GPTuner is under revision of Proceedings of Very Large Data Bases Conference (VLDB) !
- [2023/11/20] An article about GPTuner gains near 1500 readers in just one day on Wechat Platform!
- [2023/11/19] GPTuner gains more than 3000 views, 200 clones and 30 stars on github!
- [2023/11/02] GPTuner is open-sourced now!
Selected Publications
Quickly discover relevant content by filtering publications.
(0001).
A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System.
Proceedings of ACM Conference on Management of Data (SIGMOD).
Experience
Teaching Assistant
Cornell University, CS 4320/5320 Introduction to Database Systems, 24 Fall
Advised by
Course
- This course is an introduction to relational database systems, NoSQL and NewSQL systems, and other tools for large-scale data analysis. Topics covered include the relational model, SQL, query processing and optimization, transactions, recovery, NoSQL and NewSQL systems, database design, as well as systems for graph, stream, and spatial data processing.
- Course Website
Research Assistant
Database Systems Group at Purdue University
Advised by
Projects
- Automatic Optimization of Database with Large Language Model
- Distance Indexing Optimization via Graph Neural Network
Research Assistant
AI and System Lab at Sichuan University
Advised by
Projects
- Automatic Optimization of Database with Large Language Model
- Distance Indexing Optimization via Graph Neural Network
