Xuanhe Zhou
Assistant Professor
Works on AI for databases, including LLM-based database tuning and diagnosis.
Xuanhe Zhou's lab at SJTU works on data management & big data. 44 papers since 2023, 33 at top venues, mostly VLDB and SIGMOD. 4 alumni. Applications close .
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 75%
- PhD students
- 0
- MS students
- 0
- alumni listed
- 4
Papers by yearfrom the lab homepage, 2023–2026
- 22 papers2026 · T1 17 · collecting
- 7 papers2025 · T1 6
- 7 papers2024 · T1 5
- 8 papers2023 · T1 5
T1 venuesOtherVenues: VLDB, SIGMOD, NeurIPS, ICDE, TKDE
Research focuspaper titles that use each topic's words
- Data management & big data9 papers
- database9 papers
- tuning2 papers
- llm-based2 papers
- databases2 papers
Paper list
From the lab homepage.
202622 papers
- VLDB (T1)AQD: Online Adaptive Query Dispatcher for HTAP Databases
- SIGMOD (T1)Automating Database-Native Function Code Synthesis with LLMs
- VLDB (T1)Bridging NL2SQL for CAN Signal Analytics at NIO: From Externalized Schemas to CTE Pipelines
- SIGMOD (T1)ByteHouse: ByteDance's Cloud-Native Data Warehouse for Real-Time Multimodal Data Analytics
- SIGMOD DemoCrackSQL: A Hybrid Dialect Translation System Powered by LLM
- VLDB (T1)DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
- VLDB DemoDBCooker: A Database Kernel-Specialized Coding Agent Harness
- VLDB (T1)Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System
- SIGMOD DemoFeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform
- ECCV (T1)GRADE: Benchmarking Discipline-Informed Reasoning in Image Editing
- NeurIPS (T1)Intern-Atlas: A Methodological Evolution Graph as Research Infrastructure for AI Scientists
- NeurIPS (T1)MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
20257 papers
- SIGMOD (T1)Cracking SQL Barriers: An LLM-based Dialect Translation System
- SIGMOD DemoD-Bot: An LLM-Powered DBA Copilot
- ICDE (T1)MemQ: A Graph-Based Query Memory Prediction Framework for Effective Workload Scheduling
- SIGMOD (T1)OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML
- NeurIPS (T1)PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
- VLDB (T1)R-Bot: An LLM-based Query Rewrite System
- KDD (T1)Revolutionizing Database QA with Large Language Models: Comprehensive Benchmark and Evaluation
20247 papers
- TKDE (T1)Automatic Index Tuning: A Survey
- VLDB (T1)Breaking It Down: An In-depth Study of Index Advisors [EA&B]
- VLDB DemoChat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs
- VLDB (T1)D-Bot: Database Diagnosis System using Large Language Models
- SIGMOD (T1)Robustness of Updatable Learning-based Index Advisors
- CSURTool Learning with Foundation Models
- ICDE (T1)TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation
20238 papers
- VLDB DemoA Learned Query Rewrite System
- TKDE (T1)Automatic Database Knob Tuning: A Survey
- NeurIPS (T1)Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
- DSEDB-GPT: Large Language Model Meets Database
- ICDE (T1)DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads
- VLDB IndustryFEBench: A Benchmark for Real-Time Relational Data Feature Extraction
- SIGMOD (T1)Grep: A Graph Learning Based Database Partitioning System
- VLDB (T1)Learned Index: A Comprehensive Experimental Evaluation
Where alumni went4 listed
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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- Papers
- The lab homepage
- Members
- Lab homepage
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- Lab homepage
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