Xuanhe Zhou

According to our database, Xuanhe Zhou authored at least 34 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs.

Xinyang Zhao, Xuanhe Zhou, Guoliang Li

Proc. VLDB Endow., August, 2024

LLM for Data Management.

Guoliang Li, Xuanhe Zhou, Xinyang Zhao

Proc. VLDB Endow., August, 2024

Breaking It Down: An In-depth Study of Index Advisors.

Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li

Proc. VLDB Endow., June, 2024

D-Bot: Database Diagnosis System using Large Language Models.

Xuanhe Zhou, Guoliang Li, Zhaoyan Sun, Zhiyuan Liu, Weize Chen, Jianming Wu, Jiesi Liu, Ruohang Feng, Guoyang Zeng

Proc. VLDB Endow., June, 2024

DB-GPT: Large Language Model Meets Database.

Xuanhe Zhou, Zhaoyan Sun, Guoliang Li

Data Sci. Eng., March, 2024

Robustness of Updatable Learning-based Index Advisors against Poisoning Attack.

Yihang Zheng, Chen Lin, Xian Lyu, Xuanhe Zhou, Guoliang Li, Tianqing Wang

Proc. ACM Manag. Data, February, 2024

Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation.

Yihang Zheng, Bo Li, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin, Jinsong Su, Guoliang Li, Shifu Li

CoRR, 2024

LLM-Enhanced Data Management.

Xuanhe Zhou, Xinyang Zhao, Guoliang Li

CoRR, 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

Proceedings of the ACM SIGCOMM 2024 Conference, 2024

TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation.

Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Automatic Database Knob Tuning: A Survey.

Xinyang Zhao, Xuanhe Zhou, Guoliang Li

IEEE Trans. Knowl. Data Eng., December, 2023

A Learned Query Rewrite System.

Xuanhe Zhou, Guoliang Li, Jianming Wu, Jiesi Liu, Zhaoyan Sun, Xinning Zhang

Proc. VLDB Endow., 2023

FEBench: A Benchmark for Real-Time Relational Data Feature Extraction.

Xuanhe Zhou, Cheng Chen, Kunyi Li, Bingsheng He, Mian Lu, Qiaosheng Liu, Wei Huang, Guoliang Li, Zhao Zheng, Yuqiang Chen

Proc. VLDB Endow., 2023

Learned Index: A Comprehensive Experimental Evaluation.

Zhaoyan Sun, Xuanhe Zhou, Guoliang Li

Proc. VLDB Endow., 2023

Grep: A Graph Learning Based Database Partitioning System.

Xuanhe Zhou, Guoliang Li, Jianhua Feng, Luyang Liu, Wei Guo

Proc. ACM Manag. Data, 2023

LLM As DBA.

Xuanhe Zhou, Guoliang Li, Zhiyuan Liu

CoRR, 2023

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.

Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li

CoRR, 2023

Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Database Meets Artificial Intelligence: A Survey (Extended Abstract).

Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads.

Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors.

Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Database Meets Artificial Intelligence: A Survey.

Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun

IEEE Trans. Knowl. Data Eng., 2022

LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning.

Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

AutoIndex: An Incremental Index Management System for Dynamic Workloads.

Xuanhe Zhou, Luyang Liu, Wenbo Li, Lianyuan Jin, Shifu Li, Tianqing Wang, Jianhua Feng

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Adaptive Code Learning for Spark Configuration Tuning.

Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Machine Learning for Data Management: A System View.

Guoliang Li, Xuanhe Zhou

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

A Learned Query Rewrite System using Monte Carlo Tree Search.

Xuanhe Zhou, Guoliang Li, Chengliang Chai, Jianhua Feng

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

openGauss: An Autonomous Database System.

Guoliang Li, Xuanhe Zhou, Ji Sun, Xiang Yu, Yue Han, Lianyuan Jin, Wenbo Li, Tianqing Wang, Shifu Li

Proc. VLDB Endow., 2021

Machine Learning for Databases.

Guoliang Li, Xuanhe Zhou, Lei Cao

Proc. VLDB Endow., 2021

AI Meets Database: AI4DB and DB4AI.

Guoliang Li, Xuanhe Zhou, Lei Cao

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

Query Performance Prediction for Concurrent Queries using Graph Embedding.

Xuanhe Zhou, Ji Sun, Guoliang Li, Jianhua Feng

Proc. VLDB Endow., 2020

2019

QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning.

Guoliang Li, Xuanhe Zhou, Shifu Li, Bo Gao

Proc. VLDB Endow., 2019

XuanYuan: An AI-Native Database.

Guoliang Li, Xuanhe Zhou, Sihao Li

IEEE Data Eng. Bull., 2019