VLDB Journal

Article	Citations
Towards flexibility and robustness of LSM trees	159
Incremental discovery of denial constraints	52
Algorithms for the discovery of embedded functional dependencies	48
Answering reachability and K-reach queries on large graphs with label constraints	45
Accelerating multi-way joins on the GPU	41
To share or not to share vector registers?	37
Optimizing navigational graph queries	35
HeteroStamp: leveraging heterogeneous social interactions for mobility prediction-enhanced cost-aware spatiotemporal crowdsensing	33
An in-depth analysis of pre-trained embeddings for entity resolution	32
A survey of multimodal event detection based on data fusion	32
A graph pattern mining framework for large graphs on GPU	30
Reconciling tuple and attribute timestamping for temporal data warehouses	27
ProS: data series progressive k-NN similarity search and classification with probabilistic quality guarantees	26
Efficient kNN query for moving objects on time-dependent road networks	23
Special issue on responsible data management and data science	23
PM-LSH: a fast and accurate in-memory framework for high-dimensional approximate NN and closest pair search	22
Effective entity matching with transformers	22
Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version)	19
A design space for RDF data representations	17
When hierarchy meets 2-hop-labeling: efficient shortest distance and path queries on road networks	16
A model and query language for temporal graph databases	15
Maximum and top-k diversified biclique search at scale	15
Anchored coreness: efficient reinforcement of social networks	14
VolcanoML: speeding up end-to-end AutoML via scalable search space decomposition	14
F-IVM: analytics over relational databases under updates	14

Exploiting domain knowledge to address class imbalance and a heterogeneous feature space in multi-class classification	14
Optimizing RPQs over a compact graph representation	14
Data distribution tailoring revisited: cost-efficient integration of representative data	13
Discovering approximate implicit domain orders through order dependencies	13
Efficient and effective algorithms for densest subgraph discovery and maintenance	13
Application-driven graph partitioning	13
Efficient detection of multivariate correlations with different correlation measures	12
RDFFrames: knowledge graph access for machine learning tools	12
Picket: guarding against corrupted data in tabular data during learning and inference	12
HERMES: data placement and schema optimization for enterprise knowledge bases	12
Tabular data synthesis with generative adversarial networks: design space and optimizations	11
Anytime bottom-up rule learning for large-scale knowledge graph completion	10
Span-reachability querying in large temporal graphs	10
Lero: applying learning-to-rank in query optimizer	10
DumpyOS: A data-adaptive multi-ary index for scalable data series similarity search	10
Local dampening: differential privacy for non-numeric queries via local sensitivity	10
Data distribution debugging in machine learning pipelines	9
A benchmark and comprehensive survey on knowledge graph entity alignment via representation learning	9
Information Resilience: the nexus of responsible and agile approaches to information use	9
Privacy and efficiency guaranteed social subgraph matching	9
Survey of vector database management systems	8
Correction to: TurboLift: fast accuracy lifting for historical data recovery	8
Data dependencies for query optimization: a survey	8
Correction to: Survey of window types for aggregation in stream processing systems	8
Correction to: Data dependencies for query optimization: a survey	8
Managing bias and unfairness in data for decision support: a survey of machine learning and data engineering approaches to identify and mitigate bias and unfairness within data management and analytic	8
Generating highly customizable python code for data processing with large language models	7
PARROT: pattern-based correlation exploitation in big partitioned data series	7
PrefixFPM: a parallel framework for general-purpose mining of frequent and closed patterns	7
Pivot selection algorithms in metric spaces: a survey and experimental study	7
Practical planning and execution of groupjoin and nested aggregates	7
MDDE: multitasking distributed differential evolution for privacy-preserving database fragmentation	7
WavingSketch: an unbiased and generic sketch for finding top-k items in data streams	6
A fractional memory-efficient approach for online continuous-time influence maximization	6
Efficient distributed discovery of bidirectional order dependencies	6
Continuous monitoring of moving skyline and top-k queries	6
Eris: efficiently measuring discord in multidimensional sources	6
Internal and external memory set containment join	6
Distance labeling: on parallelism, compression, and ordering	6
A quantitative evaluation of persistent memory hash indexes	6
Distributed detection of sequential anomalies in univariate time series	6
Cardinality estimation using normalizing flow	6
Cache-efficient sweeping-based interval joins for extended Allen relation predicates	6
General graph generators: experiments, analyses, and improvements	6
The full story of 1000 cores	5
Mis-categorized entities detection	5
Optimizing LSM-based indexes for disaggregated memory	5
Efficient and robust active learning methods for interactive database exploration	5
$$\hbox {CDBTune}^{+}$$: An efficient deep reinforcement learning-based automatic cloud database tuning system	5
eRiskCom: an e-commerce risky community detection platform	5

A survey on outlier explanations	5
An analysis of one-to-one matching algorithms for entity resolution	5
Dragoon: a hybrid and efficient big trajectory management system for offline and online analytics	5
(p,q)-biclique counting and enumeration for large sparse bipartite graphs	5
Reverse spatial top-k keyword queries	5
A survey on deep learning approaches for text-to-SQL	5
Assisted design of data science pipelines	4
AutoML in heavily constrained applications	4
A survey on semantic schema discovery	4
AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecasting	4
Minimum motif-cut: a workload-aware RDF graph partitioning strategy	4
A new distributional treatment for time series anomaly detection	4
Accelerating directed densest subgraph queries with software and hardware approaches	4
Zen+: a robust NUMA-aware OLTP engine optimized for non-volatile main memory	4
A survey on the evolution of stream processing systems	4
Interactively discovering and ranking desired tuples by data exploration	4
Hypergraph motifs and their extensions beyond binary	3
Leveraging user itinerary to improve personalized deep matching at Fliggy	3
Have query optimizers hit the wall?	3
Hu-Fu: efficient and secure spatial queries over data federation	3
Efficient and effective ER with progressive blocking	3
Deep entity matching with adversarial active learning	3
MinJoin++: a fast algorithm for string similarity joins under edit distance	3
Efficient cryptanalysis of an encrypted database supporting data interoperability	3
Survey of window types for aggregation in stream processing systems	3
MM-DIRECT	3
Open benchmark for filtering techniques in entity resolution	3
Formal semantics and high performance in declarative machine learning using Datalog	3
xDBTagger: explainable natural language interface to databases using keyword mappings and schema graph	3
ABC of order dependencies	3
A new window Clause for SQL++	3
Learned sketch for subgraph counting: a holistic approach	2
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems	2
Efficient Hop-constrained s-t Simple Path Enumeration	2
HINT: a hierarchical interval index for Allen relationships	2
A learning-based framework for spatial join processing: estimation, optimization and tuning	2
Efficient structural node similarity computation on billion-scale graphs	2
Alfa: active learning for graph neural network-based semantic schema alignment	2
Cross-chain deals and adversarial commerce	2
Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training	2
Better database cost/performance via batched I/O on programmable SSD	2
Performant almost-latch-free data structures using epoch protection in more depth	2
Enabling space-time efficient range queries with REncoder	2
Morphtree: a polymorphic main-memory learned index for dynamic workloads	2
Model averaging in distributed machine learning: a case study with Apache Spark	2
Sliding window-based approximate triangle counting with bounded memory usage	2
G-thinker: a general distributed framework for finding qualified subgraphs in a big graph with load balancing	2
Special issue: modern hardware	2
Fast subgraph query processing and subgraph matching via static and dynamic equivalences	2
Scalable decoupling graph neural network with feature-oriented optimization	2
A meta-level analysis of online anomaly detectors	2
Tidy Tuples and Flying Start: fast compilation and fast execution of relational queries in Umbra	2
Special issue on “Machine learning and databases”	1
On efficient 3D object retrieval	1
Time series data encoding in Apache IoTDB: comparative analysis and recommendation	1
RNE: computing shortest paths using road network embedding	1
Estimating simplet counts via sampling	1
Correction to: Internal and external memory set containment join	1
Toward maintenance of hypercores in large-scale dynamic hypergraphs	1
Ontological databases with faceted queries	1
An authorization model for query execution in the cloud	1
Fast, exact, and parallel-friendly outlier detection algorithms with proximity graph in metric spaces	1
Ingress: an automated incremental graph processing system	1
Efficient exploratory clustering analyses in large-scale exploration processes	1
Flexible grouping of linear segments for highly accurate lossy compression of time series data	1
Cleaning timestamps with temporal constraints	1
A survey of RDF stores & SPARQL engines for querying knowledge graphs	1
Correction to: Unsupervised and scalable subsequence anomaly detection in large data series	1
Correction to: “Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain”	1
Adaptive algorithms for crowd-aided categorization	1
Accelerated butterfly counting with vertex priority on bipartite graphs	1
SQUID: subtrajectory query in trillion-scale GPS database	1
Resource-aware adaptive indexing for in situ visual exploration and analytics	1
Location- and keyword-based querying of geo-textual data: a survey	1
Special issue on the best papers of DaMoN 2020	1
Efficient local locking for massively multithreaded in-memory hash-based operators	1
Similarity-driven and task-driven models for diversity of opinion in crowdsourcing markets	1
Micro-architectural analysis of in-memory OLTP: Revisited	1
In-database query optimization on SQL with ML predicates	1
A multi-facet analysis of BERT-based entity matching models	1

ICS-GNN$$^+$$: lightweight interactive community search via graph neural network	1
Hyper-distance oracles in hypergraphs	1
Comparison and evaluation of state-of-the-art LSM merge policies	1
A systematic evaluation of machine learning on serverless infrastructure	1
BatchHL$$^{+}$$: batch dynamic labelling for distance queries on large-scale networks	1
How good are machine learning clouds? Benchmarking two snapshots over 5 years	1