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Guoliang Li

Author ID
o0000-0002-1398-0621
ORCID
0000-0002-1398-0621
Links
(found by gpt-5.6-luna on jul 24 2026)
Most Frequent Institution
Tsinghua University
Pagerank
1.1760265
Overall Rank
4 | 99.99%
Paper Count
153

Affiliation Timeline

Incoming Non-self Citations Over Time

Total yearly non-self incoming citations across all papers by this author.

Publications by Paper Pagerank

Showing all 153 publications. Total citations include self and non-self citations.

Rank Title Year Venue Total Citations Pagerank
309 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 106 0.0002143249
411 QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning 2019 VLDB 91 0.0001874043
453 An End-to-End Learning-based Cost Estimator 2020 VLDB 109 0.0001801482
873 Leveraging Transitive Relations for Crowdsourced Joins 2013 SIGMOD 35 0.00013306946
966 Can We Beat the Prefix Filtering? An Adaptive Framework for Similarity Join and Search 2012 SIGMOD 43 0.00012777679
1,251 Entity Matching: How Similar Is Similar 2011 VLDB 17 0.0001132553
1,656 D-Bot: Database Diagnosis System using Large Language Models 2024 VLDB 31 9.948529e-05
1,717 Querying Shortest Paths on Time Dependent Road Networks 2019 VLDB 17 9.7867948e-05
1,914 EASE: An Effective 3-in-1 Keyword Search Method for Unstructured, Semi-structured and Structured Data 2008 SIGMOD 20 9.3684002e-05
1,941 Pass-Join: A Partition-based Method for Similarity Joins 2012 VLDB 39 9.3141839e-05
1,993 RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation 2021 VLDB 27 9.2224853e-05
2,117 The Dawn of Natural Language to SQL: Are We Fully Ready? 2024 VLDB 24 9.0012524e-05
2,210 DITA: Distributed In-Memory Trajectory Analytics 2018 SIGMOD 17 8.844541e-05
2,235 String Similarity Joins: An Experimental Evaluation 2014 VLDB 27 8.7832223e-05
2,300 Online Topic-Aware Influence Maximization 2015 VLDB 15 8.6638338e-05
2,389 A Learned Query Rewrite System using Monte Carlo Tree Search 2022 VLDB 37 8.5228689e-05
2,523 Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation 2022 VLDB 37 8.3316032e-05
2,696 Cost-based or Learning-based? A Hybrid Query Optimizer for Query Plan Selection 2022 VLDB 36 8.1068354e-05
2,724 LazyFTL: A Page-level Flash Translation Layer Optimized for NAND Flash Memory 2011 SIGMOD 6 8.0727631e-05
2,768 Query Performance Prediction for Concurrent Queries using Graph Embedding 2020 VLDB 36 8.0199086e-05
2,913 AI Meets Database: AI4DB and DB4AI 2021 SIGMOD 31 7.855786e-05
3,028 Truth Inference in Crowdsourcing: Is the Problem Solved? 2017 VLDB 19 7.7177453e-05
3,166 Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration 2023 SIGMOD 17 7.5597853e-05
3,175 Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter 2020 SIGMOD 17 7.5510156e-05
3,210 iCrowd: An Adaptive Crowdsourcing Framework 2015 SIGMOD 23 7.5170875e-05
3,358 Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL 2024 VLDB 22 7.3650961e-05
3,359 An Efficient Partition Based Method for Exact Set Similarity Joins 2016 VLDB 22 7.3640394e-05
3,604 Overlap Set Similarity Joins with Theoretical Guarantees 2018 SIGMOD 17 7.1548073e-05
3,632 Learned Index: A Comprehensive Experimental Evaluation 2023 VLDB 24 7.1274345e-05
3,687 openGauss: An Autonomous Database System 2021 VLDB 29 7.0797286e-05
3,740 FACE: A Normalizing Flow based Cardinality Estimator 2022 VLDB 32 7.0398782e-05
3,757 GoodCore: Data-effective and Data-efficient Machine Learning through Coreset Selection over Incomplete Data 2023 SIGMOD 14 7.0254733e-05
3,783 HTAP Databases: What is New and What is Next 2022 SIGMOD 17 7.0016354e-05
3,822 Trie-Join: Efficient Trie-based String Similarity Joins with Edit-Distance Constraints 2010 VLDB 18 6.9814064e-05
3,849 QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications 2015 SIGMOD 18 6.9657571e-05
3,914 AOP: Automated and Interactive LLM Pipeline Orchestration for Answering Complex Queries 2025 CIDR 16 6.9084826e-05
4,004 Cracking SQL Barriers: An LLM-based Dialect Translation System 2025 SIGMOD 12 6.846192e-05
4,156 Efficient Type-Ahead Search on Relational Data: a TASTIER Approach 2009 SIGMOD 11 6.7602028e-05
4,168 Efficient Top-K SimRank-based Similarity Join 2015 VLDB 7 6.7538415e-05
4,345 Synthesizing Natural Language to Visualization (NL2VIS) Benchmarks from NL2SQL Benchmarks 2021 SIGMOD 15 6.6388774e-05
4,348 Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration 2020 VLDB 12 6.6367564e-05
4,351 Chat2Data: An Interactive Data Analysis System with RAG, Vector Databases and LLMs 2024 VLDB 13 6.634024e-05
4,383 R-Bot: An LLM-based Query Rewrite System 2025 VLDB 14 6.6140223e-05
4,508 LearnedSQLGen: Constraint-aware SQL Generation using Reinforcement Learning 2022 SIGMOD 12 6.5553854e-05
4,626 Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach 2016 SIGMOD 26 6.480594e-05
4,688 TOAIN: A Throughput Optimizing Adaptive Index for Answering Dynamic kNN Queries on Road Networks 2018 VLDB 7 6.4517069e-05
4,703 Learned Cardinality Estimation for Similarity Queries 2021 SIGMOD 18 6.4458272e-05
4,729 LLM for Data Management 2024 VLDB 12 6.4317927e-05
4,765 Machine Learning for Databases 2021 VLDB 15 6.4166895e-05
4,840 Efficient Location-Aware Influence Maximization 2014 SIGMOD 10 6.3750344e-05
4,890 Selective Data Acquisition in the Wild for Model Charging 2022 VLDB 18 6.3508492e-05
4,978 Adaptive Data Augmentation for Supervised Learning over Missing Data 2021 VLDB 9 6.3182056e-05
5,051 CDB: A Crowd-Powered Database System 2018 VLDB 10 6.2863221e-05
5,052 Crowdsourced Top-k Algorithms: An Experimental Evaluation 2016 VLDB 9 6.2857835e-05
5,135 SEAL: Spatio-Textual Similarity Search 2012 VLDB 8 6.245475e-05
5,172 Unsupervised Contextual Anomaly Detection for Database Systems 2022 SIGMOD 3 6.2318859e-05
5,466 HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation 2023 SIGMOD 11 6.1038307e-05
5,520 HAIChart: Human and AI Paired Visualization System 2024 VLDB 7 6.0825599e-05
5,533 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 17 6.0777541e-05
5,566 Faerie: Efficient Filtering Algorithms for Approximate Dictionary-based Entity Extraction 2011 SIGMOD 11 6.0651335e-05
5,586 Efficient Algorithms for Crowd-Aided Categorization 2020 VLDB 5 6.0582193e-05
5,633 A Topology-Aware Localized Update Strategy for Graph-Based ANN Index 2026 VLDB 7 6.039647e-05
5,773 DeepEye: Creating Good Data Visualizations by Keyword Search 2018 SIGMOD 9 5.981599e-05
5,830 Domain Adaptation for Deep Entity Resolution 2022 SIGMOD 13 5.9627079e-05
5,855 Effective Keyword-based Selection of Relational Databases 2007 SIGMOD 7 5.9516101e-05
5,908 Unify: A System For Unstructured Data Analytics 2025 VLDB 10 5.9343313e-05
5,923 Dima: A Distributed In-Memory Similarity-Based Query Processing System 2017 VLDB 9 5.9283659e-05
6,121 Breaking It Down: An In-depth Study of Index Advisors 2024 VLDB 13 5.863893e-05
6,404 Human-in-the-loop Data Integration 2017 VLDB 10 5.7797097e-05
6,474 In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle 2022 SIGMOD 5 5.7555547e-05
6,612 GaussDB: A Cloud-Native Multi-Primary Database with Compute-Memory-Storage Disaggregation 2024 VLDB 10 5.7175793e-05
6,617 A Pivotal Prefix Based Filtering Algorithm for String Similarity Search 2014 SIGMOD 14 5.7150599e-05
6,654 Coresets over Multiple Tables for Feature-rich and Data-efficient Machine Learning 2023 VLDB 9 5.7038474e-05
6,698 Controllable Tabular Data Synthesis Using Diffusion Models 2024 SIGMOD 4 5.6888667e-05
6,720 A Deep Generative Model for Trajectory Modeling and Utilization 2023 VLDB 4 5.6839455e-05
6,791 Crowdsourced Data Management: Overview and Challenges 2017 SIGMOD 4 5.6647309e-05
6,895 Towards Democratizing Relational Data Visualization 2019 SIGMOD 4 5.6382396e-05
6,948 Interactive Graph Search 2019 SIGMOD 8 5.6210529e-05
6,965 GeoGauss: Strongly Consistent and Light-Coordinated OLTP for Geo-Replicated SQL Database 2023 SIGMOD 9 5.6172617e-05
7,004 DBease: Making Databases User-friendly and Easily Accessible 2011 CIDR 2 5.6075521e-05
7,035 Efficient Similarity Join and Search on Multi-Attribute Data 2015 SIGMOD 7 5.5997831e-05
7,064 Human-in-the-loop Outlier Detection 2020 SIGMOD 17 5.5930864e-05
7,074 Cost-Effective Data Annotation using Game-Based Crowdsourcing 2019 VLDB 8 5.5915502e-05
7,128 Evaluating Ridesharing Algorithms using the Jargo Real-Time Stochastic Simulator 2020 VLDB 1 5.580601e-05
7,209 Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams 2015 SIGMOD 3 5.5695569e-05
7,281 Learned Data-aware Image Representations of Line Charts for Similarity Search 2023 SIGMOD 7 5.5510601e-05
7,292 AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework 2025 VLDB 9 5.5484494e-05
7,353 One Table Stores All: Enabling Painless Free-and-Easy Data Publishing and Sharing 2007 CIDR 2 5.5293374e-05
7,678 Ratel: Interactive Analytics for Large Scale Trajectories 2019 SIGMOD 1 5.4565877e-05
7,728 Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases 2013 VLDB 5 5.4515436e-05
7,847 Ridesharing: Simulator, Benchmark, and Evaluation 2019 VLDB 2 5.4237543e-05
7,894 ST-Raptor: LLM-Powered Semi-Structured Table Question Answering 2026 SIGMOD 3 5.4152499e-05
7,989 Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors 2024 VLDB 4 5.3951416e-05
8,068 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 9 5.3809781e-05
8,197 Nuhuo: An Effective Estimation Model for Traffic Speed Histogram Imputation on A Road Network 2024 VLDB 4 5.3635777e-05
8,225 Grep: A Graph Learning Based Database Partitioning System 2023 SIGMOD 6 5.3583852e-05
8,233 Contributions Estimation in Federated Learning: A Comprehensive Experimental Evaluation 2024 VLDB 3 5.3571186e-05
8,431 GaussDB-Vector: A Large-Scale Persistent Real-Time Vector Database for LLM Applications 2025 VLDB 7 5.3166752e-05
8,469 Seaform: Search-As-You-Type in Forms 2010 VLDB 2 5.3148581e-05
8,498 DADER: Hands-Off Entity Resolution with Domain Adaptation 2022 VLDB 3 5.3134865e-05
8,639 A Learned Query Rewrite System 2023 VLDB 6 5.2825942e-05
8,690 CrowdGame: A Game-Based Crowdsourcing System for Cost-Effective Data Labeling 2019 SIGMOD 2 5.2726683e-05
8,825 PACE: Poisoning Attacks on Learned Cardinality Estimation 2024 SIGMOD 4 5.2543246e-05
9,096 MoDora: Tree-Based Semi-Structured Document Analysis System 2026 SIGMOD 2 5.208561e-05
9,158 Balance-Aware Distributed String Similarity-Based Query Processing System 2019 VLDB 3 5.2041319e-05
9,191 Database Perspective on LLM Inference Systems 2025 VLDB 3 5.1967502e-05
9,213 FEBench: A Benchmark for Real-Time Relational Data Feature Extraction 2023 VLDB 5 5.1926696e-05
9,242 Natural Language to SQL: State of the Art and Open Problems 2025 VLDB 6 5.1864799e-05
9,510 VisClean: Interactive Cleaning for Progressive Visualization 2020 VLDB 8 5.1519019e-05
9,617 CDB: Optimizing Queries with Crowd-Based Selections and Joins 2017 SIGMOD 9 5.1376962e-05
9,654 Interactive and Deterministic Data Cleaning: A Tossed Stone Raises a Thousand Ripples 2016 SIGMOD 1 5.1310198e-05
9,707 Robustness of Updatable Learning-based Index Advisors against Poisoning Attack 2024 SIGMOD 2 5.1254261e-05
9,919 META: An Efficient Matching-Based Method for Error-Tolerant Autocompletion 2016 VLDB 3 5.0983269e-05
9,960 Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity 2023 VLDB 6 5.0910746e-05
10,012 An Effective and Versatile Keyword Search Engine on Heterogenous Data Sources 2008 VLDB 1 5.084061e-05
10,204 Vector Databases: What’s Really New and What’s Next? (VLDB 2024 Panel) 2024 VLDB 5 5.0491152e-05
10,208 Sevi: Speech-to-Visualization through Neural Machine Translation 2022 SIGMOD 4 5.0491152e-05
10,280 Towards Interpretable and Learnable Risk Analysis for Entity Resolution 2020 SIGMOD 1 5.0334833e-05
10,326 D-Bot: An LLM-Powered DBA Copilot 2025 SIGMOD 2 5.0241309e-05
10,393 EASE: Resource-aware Query Scheduling across Heterogeneous Cloud Compute Services 2027 SIGMOD 0 4.9605343e-05
10,400 HeraDB: Towards Real-time Analysis of Transaction-Centric HTAP with CPU-GPU Hybrid Query Execution 2027 SIGMOD 0 4.9605343e-05
10,484 AgenticScholar: Agentic Data Management with Pipeline Orchestration for Scholarly Corpora 2026 SIGMOD 1 4.9605343e-05
10,494 Automating Database-Native Function Code Synthesis with LLMs 2026 SIGMOD 4 4.9605343e-05
10,500 Bridging the Gap: Cardinality Estimation for Semantic Queries on Unstructured Data 2026 SIGMOD 0 4.9605343e-05
10,574 Reward-SQL: Boosting Text-to-SQL via Stepwise Execution-Aware Reasoning and Process-Supervised Rewards 2026 SIGMOD 7 4.9605343e-05
10,593 VecBench: A Controllable Benchmark for Filtered Vector Search: [Experiments & Analysis] 2026 SIGMOD 0 4.9605343e-05
10,787 DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs 2026 VLDB 3 4.9605343e-05
10,809 OpenSQL: Data-Efficient Text-to-SQL for Open-Source LLMs via Synthesized Intermediate Supervision 2026 VLDB 0 4.9605343e-05
10,898 Sparse Neighborhood Graph-Based Approximate Nearest Neighbor Search Revisited: Theoretical Analysis and Optimization 2026 VLDB 0 4.9605343e-05
10,902 PrepBench: How Far Are We from Natural-Language-Driven Data Preparation? 2026 VLDB 0 4.9605343e-05
10,962 Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System 2026 VLDB 1 4.9605343e-05
10,980 TEngineDB-V: An OLAP-Native Vector Search System for Large-k Workloads at Tencent 2026 VLDB 0 4.9605343e-05
11,000 Seron: Smart Query Router for Multi-Primary Cloud-Native Databases with Shared Storage 2026 VLDB 0 4.9605343e-05
11,010 Bridging NL2SQL for CAN Signal Analytics at NIO: From Externalized Schemas to CTE Pipelines 2026 VLDB 1 4.9605343e-05
11,081 MoDora: A Multimodal Document AI Assistant Harness 2026 VLDB 0 4.9605343e-05
11,104 Data Agents: Rethinking Data Systems in the AI Agent Era 2026 VLDB 0 4.9605343e-05
11,198 OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML 2025 SIGMOD 4 4.9605343e-05
11,351 Concurrency Control as a Service 2025 VLDB 0 4.9605343e-05
11,434 GRewriter: Practical Query Rewriting with Automatic Rule Set Expansion in GaussDB 2025 VLDB 0 4.9605343e-05
11,473 LETIndex: A Secure Learned Index with TEE 2025 VLDB 0 4.9605343e-05
11,505 LASER: Buffer-Aware Learned Query Scheduling in Master-Standby Databases 2025 VLDB 3 4.9605343e-05
11,569 RITA: Group Attention is All You Need for Timeseries Analytics 2024 SIGMOD 0 4.9605343e-05
12,066 ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee 2021 VLDB 0 4.9605343e-05
12,130 Interactively Discovering and Ranking Desired Tuples without Writing SQL Queries 2020 SIGMOD 3 4.9605343e-05
12,261 A Rating-Ranking Method for Crowdsourced Top-k Computation 2018 SIGMOD 1 4.9605343e-05
12,269 DITA: A Distributed In-Memory Trajectory Analytics System 2018 SIGMOD 1 4.9605343e-05
12,363 DOCS: Domain-Aware Crowdsourcing System 2017 VLDB 6 4.9605343e-05
12,576 TsingNUS: A Location-Based Service System Towards Live City 2013 SIGMOD 1 4.9605343e-05
13,653 DBCooker: A Database Kernel-Specialized Coding Agent Harness 2026 VLDB 1 -
13,655 TrustBCI: A Trustworthy Platform for Collaborative Brain-Computer Interface Data Exchange 2026 VLDB 0 -
13,656 Data Management for Agentic Memory: Foundations, Systems, and Challenges 2026 VLDB 0 -
13,844 DeepTrack: Monitoring and Exploring Spatio-Temporal Data - A Case of Tracking COVID-19 - 2020 VLDB 3 -
13,969 R3: A Real-Time Route Recommendation System 2014 VLDB 1 -

Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Xuanhe Zhou 30 219 0.24532172
Nan Tang 26 41 0.59761099
Jianhua Feng 26 206 0.25867598
Ju Fan 24 134 0.3404114
Chengliang Chai 21 187 0.2790047
Yuyu Luo 17 325 0.18607218
Xiaoyong Du 13 89 0.42640619
Jiannan Wang 11 143 0.33043922
Dong Deng 11 215 0.25193426
Wei Zhou 10 1,134 0.065594257
Fan Wu 10 1,173 0.063877616
Zhifeng Bao 9 160 0.31150004
Ji Sun 9 764 0.092376688
Lei Cao 7 95 0.40049799
Jian Li 7 524 0.12189203
Haitao Yuan 7 539 0.11924776
Yudian Zheng 7 1,021 0.071268163
Xiang Yu 7 1,390 0.055099252
Kian-lee Tan 6 38 0.62802345
Lizhu Zhou 6 1,151 0.064853205
Chao Zhang 6 1,275 0.059142161
Jiayi Wang 6 1,402 0.054769757
Zhaoyan Sun 6 1,574 0.050033326
Samuel R. Madden 5 1 1.4011682
Reynold Cheng 5 171 0.29832937
Jiabin Liu 5 1,605 0.048943463
Yuanbing Li 5 2,075 0.0391623
Tongyu Liu 5 2,136 0.038376782