XuanYuan: An AI-Native Database. - Guoliang Li 001; Xuanhe Zhou; Sihao Li (IEEE Data Eng. Bull., 2019)

QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning. - Guoliang Li 001; Xuanhe Zhou; Shifu Li; Bo Gao (Proc. VLDB Endow., 2019)

Query Performance Prediction for Concurrent Queries using Graph Embedding. - Xuanhe Zhou; Ji Sun; Guoliang Li 001; Jianhua Feng (Proc. VLDB Endow., 2020)

AI Meets Database: AI4DB and DB4AI. - Guoliang Li 001; Xuanhe Zhou; Lei Cao 004 (SIGMOD Conference, 2021)

Machine Learning for Databases. - Guoliang Li 001; Xuanhe Zhou; Lei Cao 004 (Proc. VLDB Endow., 2021)

openGauss: An Autonomous Database System. - Guoliang Li 001; Xuanhe Zhou; Ji Sun; Xiang Yu; Yue Han; Lianyuan Jin; Wenbo Li 013; Tianqing Wang; Shifu Li (Proc. VLDB Endow., 2021)

DBMind: A Self-Driving Platform in openGauss. - Xuanhe Zhou; Lianyuan Jin; Ji Sun; Xinyang Zhao; Xiang Yu; Shifu Li; Tianqing Wang; Kun Li; Luyang Liu (Proc. VLDB Endow., 2021)

A Learned Query Rewrite System using Monte Carlo Tree Search. - Xuanhe Zhou; Guoliang Li 001; Chengliang Chai; Jianhua Feng (Proc. VLDB Endow., 2021)

Machine Learning for Data Management: A System View. - Guoliang Li 001; Xuanhe Zhou (ICDE, 2022)

Adaptive Code Learning for Spark Configuration Tuning. - Chen Lin 001; Junqing Zhuang; Jiadong Feng; Hui Li 057; Xuanhe Zhou; Guoliang Li 001 (ICDE, 2022)

AutoIndex: An Incremental Index Management System for Dynamic Workloads. - Xuanhe Zhou; Luyang Liu; Wenbo Li 013; Lianyuan Jin; Shifu Li; Tianqing Wang; Jianhua Feng (ICDE, 2022)

LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning. - Lixi Zhang; Chengliang Chai; Xuanhe Zhou; Guoliang Li 001 (SIGMOD Conference, 2022)

Database Meets Artificial Intelligence: A Survey. - Xuanhe Zhou; Chengliang Chai; Guoliang Li 001; Ji Sun (IEEE Trans. Knowl. Data Eng., 2022)

Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors. - Wei Zhou; Chen Lin 001; Xuanhe Zhou; Guoliang Li 001; Tianqing Wang (CIKM, 2023)

DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads. - Yuanning Gao; Xiuqi Huang; Xuanhe Zhou; Xiaofeng Gao 001; Guoliang Li 001; Guihai Chen (ICDE, 2023)

Database Meets Artificial Intelligence: A Survey (Extended Abstract). - Xuanhe Zhou; Chengliang Chai; Guoliang Li 001; Ji Sun (ICDE, 2023)

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. - Jinyang Li 003; Binyuan Hui; Ge Qu; Jiaxi Yang; Binhua Li; Bowen Li 002; Bailin Wang; Bowen Qin; Ruiying Geng; Nan Huo; Xuanhe Zhou; Chenhao Ma 001; et al. (NeurIPS, 2023)

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. - Jinyang Li 003; Binyuan Hui; Ge Qu; Binhua Li; Jiaxi Yang; Bowen Li 002; Bailin Wang; Bowen Qin; Rongyu Cao; Ruiying Geng; Nan Huo; Xuanhe Zhou; et al. (CoRR, 2023)

LLM As DBA. - Xuanhe Zhou; Guoliang Li 001; Zhiyuan Liu 001 (CoRR, 2023)

Grep: A Graph Learning Based Database Partitioning System. - Xuanhe Zhou; Guoliang Li 001; Jianhua Feng; Luyang Liu; Wei Guo (Proc. ACM Manag. Data, 2023)

Learned Index: A Comprehensive Experimental Evaluation. - Zhaoyan Sun; Xuanhe Zhou; Guoliang Li 001 (Proc. VLDB Endow., 2023)

FEBench: A Benchmark for Real-Time Relational Data Feature Extraction. - Xuanhe Zhou; Cheng Chen 008; Kunyi Li; Bingsheng He; Mian Lu; Qiaosheng Liu; Wei Huang; Guoliang Li 001; Zhao Zheng; Yuqiang Chen (Proc. VLDB Endow., 2023)

A Learned Query Rewrite System. - Xuanhe Zhou; Guoliang Li 001; Jianming Wu; Jiesi Liu; Zhaoyan Sun; Xinning Zhang (Proc. VLDB Endow., 2023)

Automatic Database Knob Tuning: A Survey. - Xinyang Zhao; Xuanhe Zhou; Guoliang Li 001 (IEEE Trans. Knowl. Data Eng., 2023)

TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation. - Wei Zhou; Chen Lin 001; Xuanhe Zhou; Guoliang Li 001; Tianqing Wang (ICDE, 2024)

The Efficacy of the Connect America Fund in Addressing US Internet Access Inequities. - Haarika Manda; Varshika Srinivasavaradhan; Laasya Koduru; Kevin Zhang; Xuanhe Zhou; Udit Paul; Elizabeth M. Belding; Arpit Gupta; Tejas N. Narechania (SIGCOMM, 2024)

LLM-Enhanced Data Management. - Xuanhe Zhou; Xinyang Zhao; Guoliang Li 001 (CoRR, 2024)

Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation. - Yihang Zheng; Bo Li 026; Zhenghao Lin; Yi Luo; Xuanhe Zhou; Chen Lin 001; Jinsong Su; Guoliang Li 001; Shifu Li (CoRR, 2024)

R-Bot: An LLM-based Query Rewrite System. - Zhaoyan Sun; Xuanhe Zhou; Guoliang Li 001 (CoRR, 2024)

Robustness of Updatable Learning-based Index Advisors against Poisoning Attack. - Yihang Zheng; Chen Lin 001; Xian Lyu; Xuanhe Zhou; Guoliang Li 001; Tianqing Wang (Proc. ACM Manag. Data, 2024)

DB-GPT: Large Language Model Meets Database. - Xuanhe Zhou; Zhaoyan Sun; Guoliang Li 001 (Data Sci. Eng., 2024)

D-Bot: Database Diagnosis System using Large Language Models. - Xuanhe Zhou; Guoliang Li 001; Zhaoyan Sun; Zhiyuan Liu 001; Weize Chen; Jianming Wu; Jiesi Liu; Ruohang Feng; Guoyang Zeng (Proc. VLDB Endow., 2024)

Breaking It Down: An In-depth Study of Index Advisors. - Wei Zhou; Chen Lin 001; Xuanhe Zhou; Guoliang Li 001 (Proc. VLDB Endow., 2024)

LLM for Data Management. - Guoliang Li 001; Xuanhe Zhou; Xinyang Zhao (Proc. VLDB Endow., 2024)

Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs. - Xinyang Zhao; Xuanhe Zhou; Guoliang Li 001 (Proc. VLDB Endow., 2024)

Automatic Index Tuning: A Survey. - Yang Wu; Xuanhe Zhou; Yong Zhang 002; Guoliang Li 001 (IEEE Trans. Knowl. Data Eng., 2024)

MemQ: A Graph-Based Query Memory Prediction Framework for Effective Workload Scheduling. - Yang Wu; Xuanhe Zhou; Xiaoguang Li; Jinhuai Kang; Chunxiao Xing; Tongliang Li; Xinjun Yang; Wenchao Zhou; Feifei Li 001; Yong Zhang 002 (ICDE, 2025)

D-Bot: An LLM-Powered DBA Copilot. - Zhaoyan Sun; Xuanhe Zhou; Jianming Wu; Wei Zhou; Guoliang Li 001 (SIGMOD Conference Companion, 2025)

OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML. - Xuanhe Zhou; Wei Zhou; Liguo Qi; Hao Zhang 098; Dihao Chen; Bingsheng He; Mian Lu; Guoliang Li 001; Fan Wu 006; Yuqiang Chen (SIGMOD Conference Companion, 2025)

FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform. - Xin Tong; Xuanhe Zhou; Bingsheng He; Guoliang Li 001; Zirui Tang; Wei Zhou; Fan Wu 006; Mian Lu; Yuqiang Chen (CoRR, 2025)

CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models. - Wei Zhou; Yuyang Gao; Xuanhe Zhou; Guoliang Li 001 (CoRR, 2025)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Xuanhe Zhou; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi R. Fung 001; et al. (ACM Comput. Surv., 2025)

A Survey of LLM ⨉ DATA. - Xuanhe Zhou; Junxuan He; Wei Zhou; Haodong Chen; Zirui Tang; Haoyu Zhao; Xin Tong; Guoliang Li 001; Youmin Chen; Jun Zhou; Zhaojun Sun; Binyuan Hui; et al. (CoRR, 2025)

GaussMaster: An LLM-based Database Copilot System. - Wei Zhou; Ji Sun; Xuanhe Zhou; Guoliang Li 001; Luyang Liu; Hao Wu 010; Tianyuan Wang (CoRR, 2025)

Cracking SQL Barriers: An LLM-based Dialect Translation System. - Wei Zhou; Yuyang Gao; Xuanhe Zhou; Guoliang Li 001 (Proc. ACM Manag. Data, 2025)

DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs. - Wei Zhou; Peng Sun; Xuanhe Zhou; Qianglei Zang; Ji Xu; Tieying Zhang; Guoliang Li 001; Fan Wu 006 (CoRR, 2025)