李国梁｜陕西科技大学｜学者主页

2026

Automating Database-Native Function Code Synthesis with LLMs

Wei Zhou, Xuanhe Zhou, Qikang He, Guoliang Li, Bingsheng He, Quanqing Xu, Fan Wu

arXiv preprint

2026

Qute: Towards Quantum-Native Database

Muzhi Chen, Xuanhe Zhou, Wei Zhou, Bangrui Xu, Surui Tang, Guoliang Li, Bingsheng He, Yeye He, Yitong Song, Fan Wu

arXiv preprint

2026

PrepBench: How Far Are We from Natural-Language-Driven Data Preparation?

Jingzhe Xu, Rui Wang, Jiannan Wang, Guoliang Li

arXiv preprint

2026

Agentic Transaction: Towards ACID-Compliant Agent Systems

Zhaoyan Sun, Xiaoxiao Wang, Guoliang Li

arXiv preprint

2026

Data Agents Under Attack: Vulnerabilities in LLM-Driven Analytical Systems

Kuncan Wang, Ziting Wang, Peizhuo Lv, Haoyang Li, Guoliang Li, Gao Cong, Wei Dong

arXiv preprint

2026

Data Agents: Agentic Data Systems

Guoliang Li, Peiyao Zhou, Xuanhe Zhou, Ji Sun, Yuyu Luo, Ju Fan

arXiv preprint

DOI

2026

Are We Ready For An Agent-Native Memory System?

Wei Zhou, Xuanhe Zhou, Shaokun Han, Hongming Xu, Guoliang Li, Zhiyu Li, Feiyu Xiong, Fan Wu

arXiv preprint

2026

DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces

Boyan Li, Zhuowen Liang, Yupeng Xie, Xiaotian Lin, Tianqi Luo, Xinyu Liu, Yizhang Zhu, Zhangyang Peng, Yuan Li, Zhengxuan Zhang, Jiayi Zhang, Nan Tang, Guoliang Li, Yuyu Luo

arXiv preprint

2026

MoDora: Tree-Based Semi-Structured Document Analysis System

Bangrui Xu, Qihang Yao, Zirui Tang, Xuanhe Zhou, Yeye He, Shihan Yu, Qianqian Xu, Bin Wang, Guoliang Li, Conghui He, Fan Wu

arXiv preprint

2026

AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora

Hai Lan, Tingting Wang, Zhifeng Bao, Guoliang Li, Daomin Ji, Ge Lee, Feng Luo, Zi Huang, Hailang Qiu, Gang Hua

arXiv preprint

2026

Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System

Xiang Zhang, Hongming Xu, Le Zhou, Wei Zhou, Xuanhe Zhou, Guoliang Li, Yuyu Luo, Changdong Liu, Guorun Chen, Jiang Liao, Fan Wu

arXiv preprint

DOI

2026

AgenticDataBench: A Comprehensive Benchmark for Data Agents

Zhaoyan Sun, Shan Zhong, Daizhou Wen, Jiaxing Han, Guoliang Li, Ying Yan, Peng Zhang, Yu Su, Xiang Qi, Baolin Sun, Chengyuan Yang, Tao Fang, Huaiyu Ruan

arXiv preprint

2026

TEngineDB-V: An OLAP-Native Vector Search System for Large-$k$ Workloads at Tencent

Xufei Wu, Pengcheng Zhang, Yitong Song, Xiaobo Zhang, Anqi Liang, Kai Wang, Jijun Du, Yidi Xiong, Guangxu Cheng, Zhe Chen, Peng Chen, Guoliang Li, Xuanhe Zhou, Fan Wu

arXiv preprint

2026

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

Wei Zhou, Jun Zhou, Haoyu Wang, Zhenghao Li, Qikang He, Shaokun Han, Guoliang Li, Xuanhe Zhou, Yeye He, Chunwei Liu, Zirui Tang, Bin Wang, Shen Tang, Kai Zuo, Yuyu Luo, Zhenzhe Zheng, Conghui He, Jingren Zhou, Fan Wu

arXiv preprint

2026

Concurrency Control as a Service

Weixing Zhou, Yanfeng Zhang, Xinji Zhou, Zhiyou Wang, Zeshun Peng, Yang Ren, Sihao Li, Huanchen Zhang, Guoliang Li, Ge Yu

arXiv preprint

DOI

2026

TableMark: A Multi-bit Watermark for Synthetic Tabular Data

Yuyang Xia, Yaoqiang Xu, Chen Qian, Yang Li, Guoliang Li, Jianhua Feng

arXiv preprint

2026

Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies

Zirui Tang, Xuanhe Zhou, Yumou Liu, Linchun Li, Yukai Wu, Weizheng Wang, Hongzhang Huang, Wei Zhou, Jun Zhou, Jiachen Song, Shaoli Yu, Jinqi Wang, Zihang Zhou, Hongyi Zhou, Yuting Lv, Jinyang Li, Jiashuo Liu, Ruoyu Chen, Chunwei Liu, GuoLiang Li, Jihua Kang, Fan Wu

arXiv preprint

2026

ST-Raptor: An Agentic System for Semi-Structured Table QA

Jinxiu Qu, Zirui Tang, Hongzhang Huang, Boyu Niu, Wei Zhou, Jiannan Wang, Yitong Song, Guoliang Li, Xuanhe Zhou, Fan Wu

arXiv preprint

2026

Data Agents: Levels, State of the Art, and Open Problems

Yuyu Luo, Guoliang Li, Ju Fan, Nan Tang

arXiv preprint

2025

The Cambridge Report on Database Research

Anastasia Ailamaki, Samuel Madden, Daniel Abadi, Gustavo Alonso, Sihem Amer-Yahia, Magdalena Balazinska, Philip A. Bernstein, Peter Boncz, Michael Cafarella, Surajit Chaudhuri, Susan Davidson, David DeWitt, Yanlei Diao, Xin Luna Dong, Michael Franklin, Juliana Freire, Johannes Gehrke, Alon Halevy, Joseph M. Hellerstein, Mark D. Hill, Stratos Idreos, Yannis Ioannidis, Christoph Koch, Donald Kossmann, Tim Kraska, Arun Kumar, Guoliang Li, Volker Markl, Renée Miller, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Aditya Parameswaran, Ippokratis Pandis, Jignesh M. Patel, Andrew Pavlo, Danica Porobic, Viktor Sanca, Michael Stonebraker, Julia Stoyanovich, Dan Suciu, Wang-Chiew Tan, Shiv Venkataraman, Matei Zaharia, Stanley B. Zdonik

arXiv preprint

2025

A Survey of LLM $\times$ DATA

Xuanhe Zhou, Junxuan He, Wei Zhou, Haodong Chen, Zirui Tang, Haoyu Zhao, Xin Tong, Guoliang Li, Youmin Chen, Jun Zhou, Zhaojun Sun, Binyuan Hui, Shuo Wang, Conghui He, Zhiyuan Liu, Jingren Zhou, Fan Wu

arXiv preprint

2025

SAGE: A Framework of Precise Retrieval for RAG

Jintao Zhang, Guoliang Li, Jinyang Su

arXiv preprint

2025

A Lightweight Learned Cardinality Estimation Model

Yaoyu Zhu, Jintao Zhang, Guoliang Li, Jianhua Feng

arXiv preprint

DOI

2025

CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models

Wei Zhou, Yuyang Gao, Xuanhe Zhou, Guoliang Li

arXiv preprint

2025

A Topology-Aware Localized Update Strategy for Graph-Based ANN Index

Song Yu, Shengyuan Lin, Shufeng Gong, Yongqing Xie, Ruicheng Liu, Yijie Zhou, Ji Sun, Yanfeng Zhang, Guoliang Li, Ge Yu

arXiv preprint

2025

AgenticData: An Agentic Data Analytics System for Heterogeneous Data

Ji Sun, Guoliang Li, Peiyao Zhou, Yihui Ma, Jingzhe Xu, Yuan Li

arXiv preprint

2025

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Yizhang Zhu, Liangwei Wang, Chenyu Yang, Xiaotian Lin, Boyan Li, Wei Zhou, Xinyu Liu, Zhangyang Peng, Tianqi Luo, Yu Li, Chengliang Chai, Chong Chen, Shimin Di, Ju Fan, Ji Sun, Nan Tang, Fugee Tsung, Jiannan Wang, Chenglin Wu, Yanwei Xu, Shaolei Zhang, Yong Zhang, Xuanhe Zhou, Guoliang Li, Yuyu Luo

arXiv preprint

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, Fan Wu

arXiv preprint

2025

Graph Neural Networks for Databases: A Survey

Ziming Li, Youhuan Li, Yuyu Luo, Guoliang Li, Chuxu Zhang

arXiv preprint

2025

Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised Rewards

Yuxin Zhang, Meihao Fan, Ju Fan, Mingyang Yi, Yuyu Luo, Guoliang Li, Bin Wu, Wenchao Zhou

arXiv preprint

2025

FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform

Xin Tong, Xuanhe Zhou, Bingsheng He, Guoliang Li, Zirui Tang, Wei Zhou, Fan Wu, Mian Lu, Yuqiang Chen

arXiv preprint

2025

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Shaolei Zhang, Ju Fan, Meihao Fan, Guoliang Li, Xiaoyong Du

arXiv preprint

2025

Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems

Zhaoyan Sun, Jiayi Wang, Xinyang Zhao, Jiachi Wang, Guoliang Li

arXiv preprint

2025

Sparse Neighborhood Graph-Based Approximate Nearest Neighbor Search Revisited: Theoretical Analysis and Optimization

Xinran Ma, Zhaoqi Zhou, Chuan Zhou, Zaijiu Shang, Guoliang Li, Zhiming Ma

arXiv preprint

2025

OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML

Xuanhe Zhou, Wei Zhou, Liguo Qi, Hao Zhang, Dihao Chen, Bingsheng He, Mian Lu, Guoliang Li, Fan Wu, Yuqiang Chen

arXiv preprint

2025

AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic Analysis

Tianqing Wang, Xun Xue, Guoliang Li, Yong Wang

arXiv preprint

2025

ST-Raptor: LLM-Powered Semi-Structured Table Question Answering

Zirui Tang, Boyu Niu, Xuanhe Zhou, Boxiu Li, Wei Zhou, Jiannan Wang, Guoliang Li, Xinyi Zhang, Fan Wu

arXiv preprint

2025

PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation

Wei Zhou, Guoliang Li, Haoyu Wang, Yuxing Han, Xufei Wu, Fan Wu, Xuanhe Zhou

arXiv preprint

2025

Downsizing Diffusion Models for Cardinality Estimation

Xinhe Mu, Zhaoqi Zhou, Zaijiu Shang, Chuan Zhou, Gang Fu, Guiying Yan, Guoliang Li, Zhiming Ma

arXiv preprint

2025

GaussMaster: An LLM-based Database Copilot System

Wei Zhou, Ji Sun, Xuanhe Zhou, Guoliang Li, Luyang Liu, Hao Wu, Tianyuan Wang

arXiv preprint

2025

Leveraging large language models for SQL behavior-based database intrusion detection

Meital Shlezinger, Shay Akirav, Lei Zhou, Liang Guo, Avi Kessel, Guoliang Li

arXiv preprint

2025

LLM/Agent-as-Data-Analyst: A Survey

Zirui Tang, Weizheng Wang, Zihang Zhou, Yang Jiao, Bangrui Xu, Boyu Niu, Dayou Zhou, Xuanhe Zhou, Guoliang Li, Yeye He, Wei Zhou, Yitong Song, Cheng Tan, Xue Yang, Chunwei Liu, Bin Wang, Conghui He, Xiaoyang Wang, Fan Wu

arXiv preprint

2024

AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation

Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai

arXiv preprint

2024

AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework

Meihao Fan, Ju Fan, Nan Tang, Lei Cao, Guoliang Li, Xiaoyong Du

arXiv preprint

2024

LLM-Enhanced Data Management

Xuanhe Zhou, Xinyang Zhao, Guoliang Li

arXiv preprint

2024

TablePuppet: A Generic Framework for Relational Federated Learning

Lijie Xu, Chulin Xie, Yiran Guo, Gustavo Alonso, Bo Li, Guoliang Li, Wei Wang, Wentao Wu, Ce Zhang

arXiv preprint

2024

PACE: Poisoning Attacks on Learned Cardinality Estimation

Jintao Zhang, Chao Zhang, Guoliang Li, Chengliang Chai

arXiv preprint

2024

A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?

Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang, Yuyu Luo

arXiv preprint

DOI

2024

HTAP Databases: A Survey

Chao Zhang, Guoliang Li, Jintao Zhang, Xinning Zhang, Jianhua Feng

arXiv preprint

DOI

2024

R-Bot: An LLM-based Query Rewrite System

Zhaoyan Sun, Xuanhe Zhou, Guoliang Li, Xiang Yu, Jianhua Feng, Yong Zhang

arXiv preprint

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

arXiv preprint

2024

The Dawn of Natural Language to SQL: Are We Fully Ready?

Boyan Li, Yuyu Luo, Chengliang Chai, Guoliang Li, Nan Tang

arXiv preprint

DOI

2023

Towards Transaction as a Service

Yanfeng Zhang, Weixing Zhou, Yang Ren, Sihao Li, Guoliang Li, Ge Yu

arXiv preprint

2023

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration

Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du

arXiv preprint

2023

From Large Language Models to Databases and Back: A discussion on research and education

Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang

arXiv preprint

2023

Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation

Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du

arXiv preprint

2023

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

arXiv preprint

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, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin C. C. Chang, Fei Huang, Reynold Cheng, Yongbin Li

arXiv preprint

2023

LLM As DBA

Xuanhe Zhou, Guoliang Li, Zhiyuan Liu

arXiv preprint

2023

GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database

Weixing Zhou, Qi Peng, Zijie Zhang, Yanfeng Zhang, Yang Ren, Sihao Li, Guo Fu, Yulong Cui, Qiang Li, Caiyi Wu, Shangjun Han, Shengyi Wang, Guoliang Li, Ge Yu

arXiv preprint

DOI

2022

Stochastic Gradient Descent without Full Data Shuffle

Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cedric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang

arXiv preprint

2020

Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration

Ju Fan, Tongyu Liu, Guoliang Li, Junyou Chen, Yuwei Shen, Xiaoyong Du

arXiv preprint

2020

RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation

Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani

arXiv preprint

2019

An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms

Caihua Shan, Nikos Mamoulis, Reynold Cheng, Guoliang Li, Xiang Li, Yuqiu Qian

arXiv preprint

2019

Towards Interpretable and Learnable Risk Analysis for Entity Resolution

Zhaoqiang Chen, Qun Chen, Boyi Hou, Tianyi Duan, Zhanhuai Li, Guoliang Li

arXiv preprint

2019

Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation

Ji Sun, Dong Deng, Ihab Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

arXiv preprint

2019

An End-to-End Learning-based Cost Estimator

Ji Sun, Guoliang Li

arXiv preprint

2018

Crowd-Powered Data Mining

Chengliang Chai, Ju Fan, Guoliang Li, Jiannan Wang, Yudian Zheng

arXiv preprint

2018

PANDA: Facilitating Usable AI Development

Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou

arXiv preprint

2017

Unsupervised String Transformation Learning for Entity Consolidation

Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed Elmagarmid, Guoliang Li, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang

arXiv preprint

2017

T-Crowd: Effective Crowdsourcing for Tabular Data

Caihua Shan, Nikos Mamoulis, Guoliang Li, Reynold Cheng, Zhipeng Huang, Yudian Zheng

arXiv preprint

2015

RFP: A Remote Fetching Paradigm for RDMA-Accelerated Systems

Maomeng Su, Mingxing Zhang, Kang Chen, Yongwei Wu, Guoliang Li

arXiv preprint

2015

NXgraph: An Efficient Graph Processing System on a Single Machine

Yuze Chi, Guohao Dai, Yu Wang, Guangyu Sun, Guoliang Li, Huazhong Yang

arXiv preprint

DOI

2014

The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution

Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng

arXiv preprint

2014

Leveraging Transitive Relations for Crowdsourced Joins

Jiannan Wang, Guoliang Li, Tim Kraska, Michael J. Franklin, Jianhua Feng

arXiv preprint

2012

SEAL: Spatio-Textual Similarity Search

Ju Fan, Guoliang Li, Lizhu Zhou, Shanshan Chen, Jun Hu

arXiv preprint

2012

Breaking Out The XML MisMatch Trap

Yong Zeng, Zhifeng Bao, Guoliang Li, Tok Wang Ling, Jiaheng Lu

arXiv preprint

2011

PASS-JOIN: A Partition-based Method for Similarity Joins

Guoliang Li, Dong Deng, Jiannan Wang, Jianhua Feng

arXiv preprint

精选作品

期刊论文

基于异构联邦学习的Webshell检测方法

预印本

Automating Database-Native Function Code Synthesis with LLMs

Qute: Towards Quantum-Native Database

PrepBench: How Far Are We from Natural-Language-Driven Data Preparation?

Agentic Transaction: Towards ACID-Compliant Agent Systems

Data Agents Under Attack: Vulnerabilities in LLM-Driven Analytical Systems

Data Agents: Agentic Data Systems

Are We Ready For An Agent-Native Memory System?

DataSpace: Benchmarking Data Agents for Verifiable Analytics over Heterogeneous Workspaces

MoDora: Tree-Based Semi-Structured Document Analysis System

AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora

Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System

AgenticDataBench: A Comprehensive Benchmark for Data Agents

TEngineDB-V: An OLAP-Native Vector Search System for Large-$k$ Workloads at Tencent

Can LLMs Clean Up Your Mess? A Survey of Application-Ready Data Preparation with LLMs

Concurrency Control as a Service

TableMark: A Multi-bit Watermark for Synthetic Tabular Data

Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies

ST-Raptor: An Agentic System for Semi-Structured Table QA

Data Agents: Levels, State of the Art, and Open Problems

The Cambridge Report on Database Research

A Survey of LLM $\times$ DATA

SAGE: A Framework of Precise Retrieval for RAG

A Lightweight Learned Cardinality Estimation Model

CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models

A Topology-Aware Localized Update Strategy for Graph-Based ANN Index

AgenticData: An Agentic Data Analytics System for Heterogeneous Data

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs

Graph Neural Networks for Databases: A Survey

Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised Rewards

FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems

Sparse Neighborhood Graph-Based Approximate Nearest Neighbor Search Revisited: Theoretical Analysis and Optimization

OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML

AnDB: Breaking Boundaries with an AI-Native Database for Universal Semantic Analysis

ST-Raptor: LLM-Powered Semi-Structured Table Question Answering

PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation

Downsizing Diffusion Models for Cardinality Estimation

GaussMaster: An LLM-based Database Copilot System

Leveraging large language models for SQL behavior-based database intrusion detection

LLM/Agent-as-Data-Analyst: A Survey

AutoCE: An Accurate and Efficient Model Advisor for Learned Cardinality Estimation

AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework

LLM-Enhanced Data Management

TablePuppet: A Generic Framework for Relational Federated Learning

PACE: Poisoning Attacks on Learned Cardinality Estimation

A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?

HTAP Databases: A Survey

R-Bot: An LLM-based Query Rewrite System

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

The Dawn of Natural Language to SQL: Are We Fully Ready?

Towards Transaction as a Service

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration

From Large Language Models to Databases and Back: A discussion on research and education

Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation

D-Bot: Database Diagnosis System using Large Language Models

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

LLM As DBA

GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database

Stochastic Gradient Descent without Full Data Shuffle

Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration

RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation

An End-to-End Deep RL Framework for Task Arrangement in Crowdsourcing Platforms

Towards Interpretable and Learnable Risk Analysis for Entity Resolution

Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation

An End-to-End Learning-based Cost Estimator

Crowd-Powered Data Mining

PANDA: Facilitating Usable AI Development

Unsupervised String Transformation Learning for Entity Consolidation

T-Crowd: Effective Crowdsourcing for Tabular Data

RFP: A Remote Fetching Paradigm for RDMA-Accelerated Systems

NXgraph: An Efficient Graph Processing System on a Single Machine

The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution

Leveraging Transitive Relations for Crowdsourced Joins

SEAL: Spatio-Textual Similarity Search