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Xuanhe Zhou
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2020 – today
- 2024
- [j19]Xuanhe Zhou, Zhaoyan Sun, Guoliang Li
:
DB-GPT: Large Language Model Meets Database. Data Sci. Eng. 9(1): 102-111 (2024) - [j18]Yihang Zheng
Robustness of Updatable Learning-based Index Advisors against Poisoning Attack. Proc. ACM Manag. Data 2(1): V2mod010:1-V2mod010:26 (2024) - [j17]Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li:
Breaking It Down: An In-depth Study of Index Advisors. Proc. VLDB Endow. 17(10): 2405-2418 (2024) - [j16]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. Proc. VLDB Endow. 17(10): 2514-2527 (2024) - [j15]Guoliang Li, Xuanhe Zhou, Xinyang Zhao:
LLM for Data Management. Proc. VLDB Endow. 17(12): 4213-4216 (2024) - [j14]Xinyang Zhao, Xuanhe Zhou, Guoliang Li:
Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs. Proc. VLDB Endow. 17(12): 4481-4484 (2024) - [c12]Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang:
TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation. ICDE 2024: 42-55 - [c11]Haarika Manda
The Efficacy of the Connect America Fund in Addressing US Internet Access Inequities. SIGCOMM 2024: 484-505 - [i6]Xuanhe Zhou, Xinyang Zhao, Guoliang Li:
LLM-Enhanced Data Management. CoRR abs/2402.02643 (2024) - [i5]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 abs/2405.18657 (2024) - [i4]Yihang Zheng, Bo Li, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin, Jinsong Su, Guoliang Li, Shifu Li:
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation. CoRR abs/2409.04475 (2024) - 2023
- [j13]Xuanhe Zhou
Grep: A Graph Learning Based Database Partitioning System. Proc. ACM Manag. Data 1(1): 94:1-94:24 (2023) - [j12]Zhaoyan Sun, Xuanhe Zhou, Guoliang Li:
Learned Index: A Comprehensive Experimental Evaluation. Proc. VLDB Endow. 16(8): 1992-2004 (2023) - [j11]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): 3597-3609 (2023) - [j10]Xuanhe Zhou, Guoliang Li, Jianming Wu, Jiesi Liu, Zhaoyan Sun, Xinning Zhang:
A Learned Query Rewrite System. Proc. VLDB Endow. 16(12): 4110-4113 (2023) - [j9]Xinyang Zhao
Automatic Database Knob Tuning: A Survey. IEEE Trans. Knowl. Data Eng. 35(12): 12470-12490 (2023) - [c10]Wei Zhou
Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors. CIKM 2023: 5133-5137 - [c9]Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen:
DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads. ICDE 2023: 27-39 - [c8]Xuanhe Zhou, Chengliang Chai, Guoliang Li, Ji Sun:
Database Meets Artificial Intelligence: A Survey (Extended Abstract). ICDE 2023: 3901-3902 - [c7]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 - [i3]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:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. CoRR abs/2305.03111 (2023) - [i2]Xuanhe Zhou, Guoliang Li, Zhiyuan Liu:
LLM As DBA. CoRR abs/2308.05481 (2023) - [i1]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 abs/2312.01454 (2023) - 2022
- [j8]Xuanhe Zhou
Database Meets Artificial Intelligence: A Survey. IEEE Trans. Knowl. Data Eng. 34(3): 1096-1116 (2022) - [c6]Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li:
Adaptive Code Learning for Spark Configuration Tuning. ICDE 2022: 1995-2007 - [c5]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: 2196-2208 - [c4]Guoliang Li, Xuanhe Zhou:
Machine Learning for Data Management: A System View. ICDE 2022: 3198-3201 - [c3]Lixi Zhang, Chengliang Chai, Xuanhe Zhou, Guoliang Li:
LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning. SIGMOD Conference 2022: 945-958 - 2021
- [j7]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): 2743-2746 (2021) - [j6]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): 3028-3041 (2021) - [j5]Guoliang Li, Xuanhe Zhou, Lei Cao
Machine Learning for Databases. Proc. VLDB Endow. 14(12): 3190-3193 (2021) - [j4]Xuanhe Zhou, Guoliang Li, Chengliang Chai, Jianhua Feng:
A Learned Query Rewrite System using Monte Carlo Tree Search. Proc. VLDB Endow. 15(1): 46-58 (2021) - [c2]Guoliang Li, Xuanhe Zhou, Lei Cao
Machine Learning for Databases. AIMLSystems 2021: 28:1-28:2 - [c1]Guoliang Li, Xuanhe Zhou, Lei Cao
AI Meets Database: AI4DB and DB4AI. SIGMOD Conference 2021: 2859-2866 - 2020
- [j3]Xuanhe Zhou, Ji Sun, Guoliang Li, Jianhua Feng:
Query Performance Prediction for Concurrent Queries using Graph Embedding. Proc. VLDB Endow. 13(9): 1416-1428 (2020)
2010 – 2019
- 2019
- [j2]Guoliang Li, Xuanhe Zhou, Sihao Li:
XuanYuan: An AI-Native Database. IEEE Data Eng. Bull. 42(2): 70-81 (2019) - [j1]Guoliang Li, Xuanhe Zhou, Shifu Li, Bo Gao:
QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning. Proc. VLDB Endow. 12(12): 2118-2130 (2019)
Coauthor Index
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last updated on 2024-10-12 22:58 CEST by the dblp team
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