Xuanhe Zhou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Extended Abstract

Query Performance Prediction

Graph Embedding

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang
TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation. ICDE (2024)
Haarika Manda, Varshika Srinivasavaradhan, Laasya Koduru, Kevin Zhang, Xuanhe Zhou, Udit Paul, Elizabeth M. Belding, Arpit Gupta, Tejas N. Narechania
The Efficacy of the Connect America Fund in Addressing US Internet Access Inequities. SIGCOMM (2024)
Xuanhe Zhou, Xinyang Zhao, Guoliang Li
LLM-Enhanced Data Management. CoRR (2024)
Yihang Zheng, Chen Lin, Xian Lyu, Xuanhe Zhou, Guoliang Li, Tianqing Wang
Robustness of Updatable Learning-based Index Advisors against Poisoning Attack. Proc. ACM Manag. Data 2 (1) (2024)
Haarika Manda, Varshika Srinivasavaradhan, Laasya Koduru, Kevin Zhang, Xuanhe Zhou, Udit Paul, Elizabeth M. Belding, Arpit Gupta, Tejas N. Narechania
The Efficacy of the Connect America Fund in Addressing US Internet Access Inequities. CoRR (2024)
Xuanhe Zhou, Zhaoyan Sun, Guoliang Li
DB-GPT: Large Language Model Meets Database. Data Sci. Eng. 9 (1) (2024)
Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng
D-Bot: Database Diagnosis System using Large Language Models. CoRR (2023)
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang
Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors. CIKM (2023)
Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun
Database Meets Artificial Intelligence: A Survey (Extended Abstract). ICDE (2023)
Xinyang Zhao, Xuanhe Zhou, Guoliang Li
Automatic Database Knob Tuning: A Survey. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Zhaoyan Sun, Xuanhe Zhou, Guoliang Li
Learned Index: A Comprehensive Experimental Evaluation. Proc. VLDB Endow. 16 (8) (2023)
Xuanhe Zhou, Cheng Chen, Kunyi Li, Bingsheng He, Mian Lu, Qiaosheng Liu, Wei Huang, Guoliang Li, Zhao Zheng, Yuqiang Chen
FEBench: A Benchmark for Real-Time Relational Data Feature Extraction. Proc. VLDB Endow. 16 (12) (2023)
Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen
DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads. ICDE (2023)
Xuanhe Zhou, Guoliang Li, Jianhua Feng, Luyang Liu, Wei Guo
Grep: A Graph Learning Based Database Partitioning System. Proc. ACM Manag. Data 1 (1) (2023)
Xuanhe Zhou, Guoliang Li, Zhiyuan Liu
LLM As DBA. CoRR (2023)
Xuanhe Zhou, Guoliang Li, Jianming Wu, Jiesi Liu, Zhaoyan Sun, Xinning Zhang
A Learned Query Rewrite System. Proc. VLDB Endow. 16 (12) (2023)
Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. NeurIPS (2023)
Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning. SIGMOD Conference (2022)
Xuanhe Zhou, Luyang Liu, Wenbo Li, Lianyuan Jin, Shifu Li, Tianqing Wang, Jianhua Feng
AutoIndex: An Incremental Index Management System for Dynamic Workloads. ICDE (2022)
Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li
Adaptive Code Learning for Spark Configuration Tuning. ICDE (2022)
Guoliang Li, Xuanhe Zhou
Machine Learning for Data Management: A System View. ICDE (2022)
Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun
Database Meets Artificial Intelligence: A Survey. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Xuanhe Zhou, Guoliang Li, Chengliang Chai, Jianhua Feng
A Learned Query Rewrite System using Monte Carlo Tree Search. Proc. VLDB Endow. 15 (1) (2021)
Xuanhe Zhou, Lianyuan Jin, Ji Sun, Xinyang Zhao, Xiang Yu, Shifu Li, Tianqing Wang, Kun Li, Luyang Liu
DBMind: A Self-Driving Platform in openGauss. Proc. VLDB Endow. 14 (12) (2021)
Guoliang Li, Xuanhe Zhou, Lei Cao
Machine Learning for Databases. Proc. VLDB Endow. 14 (12) (2021)
Guoliang Li, Xuanhe Zhou, Ji Sun, Xiang Yu, Yue Han, Lianyuan Jin, Wenbo Li, Tianqing Wang, Shifu Li
openGauss: An Autonomous Database System. Proc. VLDB Endow. 14 (12) (2021)
Guoliang Li, Xuanhe Zhou, Lei Cao
AI Meets Database: AI4DB and DB4AI. SIGMOD Conference (2021)
Guoliang Li, Xuanhe Zhou, Lei Cao
Machine Learning for Databases. AIMLSystems (2021)
Xuanhe Zhou, Ji Sun, Guoliang Li, Jianhua Feng
Query Performance Prediction for Concurrent Queries using Graph Embedding. Proc. VLDB Endow. 13 (9) (2020)
Guoliang Li, Xuanhe Zhou, Sihao Li
XuanYuan: An AI-Native Database. IEEE Data Eng. Bull. 42 (2) (2019)
Guoliang Li, Xuanhe Zhou, Shifu Li, Bo Gao
QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning. Proc. VLDB Endow. 12 (12) (2019)