DBScholar

Trends

Long-term publication and citation trends across SIGMOD, VLDB, CIDR, and PODS.

Papers per Year by Venue

Average Outgoing Citations per Paper by Year

CDF of Paper Counts per Author

Top Papers by Citation Velocity

The top 20 papers by "citation velocity," the number of non-self citations to a paper divided by the number of years since the paper was published.

Velocity Rank Paper Year Venue Citation Velocity Total Citations Paper Rank
1 Palimpzest: Optimizing AI-Powered Analytics with Declarative Query Processing 2025 CIDR 36 36 748
2 DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing 2025 VLDB 34 34 683
3 Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation 2024 VLDB 32 64 174
4 How Good Are Query Optimizers, Really? 2016 VLDB 30 306 15
5 LLM-R^2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency 2025 VLDB 29 29 2,039
6 RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search 2024 SIGMOD 27 54 804
7 Learned Cardinalities: Estimating Correlated Joins with Deep Learning 2019 CIDR 25 178 85
8 The Case for Learned Index Structures 2018 SIGMOD 24 196 40
9 Graph-Based Vector Search: An Experimental Evaluation of the State-of-the-Art 2025 SIGMOD 23 23 2,871
10 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 22 158 71
10 Neo: A Learned Query Optimizer 2019 VLDB 22 155 145
10 Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search 2025 SIGMOD 22 22 2,821
13 Bao: Making Learned Query Optimization Practical 2021 SIGMOD 21 109 362
14 Can Foundation Models Wrangle Your Data? 2023 VLDB 20 62 329
14 ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data 2024 SIGMOD 20 40 1,225
14 SymphonyQG: Towards Symphonious Integration of Quantization and Graph for Approximate Nearest Neighbor Search 2025 SIGMOD 20 20 3,385
17 Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph 2019 VLDB 19 136 74
17 DeepDB: Learn from Data, not from Queries! 2020 VLDB 19 119 318
17 Milvus: A Purpose-Built Vector Data Management System 2021 SIGMOD 19 99 194
17 Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes 2024 VLDB 19 38 501