OOIR: Observatory of International Research

Papers

(The median citation count of VLDB Journal is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)

Article	Citations
To share or not to share vector registers?	285
Correction to: Data dependencies for query optimization: a survey	93
Generating highly customizable python code for data processing with large language models	77
Optimizing navigational graph queries	71
Threshold queries in theory and in the wild	60
Efficiently Counting Four-Node Motifs in Large-Scale Temporal Graphs	58
An efficient and scalable graph database with built-in temporal support	53
Beyond influence: voting theory for opinion maximization	40
PrefixFPM: a parallel framework for general-purpose mining of frequent and closed patterns	36
Transactional panorama: a conceptual framework for user perception in analytical visual interfaces (extended version)	30
Model reusability in Reinforcement Learning	26
Reverse spatial top-k keyword queries	22
Efficient and robust active learning methods for interactive database exploration	21
The full story of 1000 cores	21
Hu-Fu: efficient and secure spatial queries over data federation	21
Third and Boyce–Codd normal form for property graphs	20
Learned sketch for subgraph counting: a holistic approach	19
On efficient 3D object retrieval	18
A new window Clause for SQL++	18
In-database query optimization on SQL with ML predicates	17
Hyper-distance oracles in hypergraphs	17
GPU-based butterfly counting	16
Cross-chain deals and adversarial commerce	16
Special issue on the best papers of DaMoN 2020	16
Fast subgraph query processing and subgraph matching via static and dynamic equivalences	16

Discovering critical vertices for reinforcement of large-scale bipartite networks	15
Approximation and inapproximability results on computing optimal repairs	15
An authorization model for query execution in the cloud	14
Efficient top-k spatial-range-constrained approximate nearest neighbor search on geo-tagged high-dimensional vectors	14
Parallel mining of large maximal quasi-cliques	14
An update-intensive LSM-based R-tree index	14
SQUID: subtrajectory query in trillion-scale GPS database	13
ABSTAT-HD: a scalable tool for profiling very large knowledge graphs	12
DB-BERT: making database tuning tools “read” the manual	12
Ontological databases with faceted queries	12
Special issue on big graph data management and processing	11
The Status-Quo in nested data processing for high-energy physics	11
ByShard: sharding in a Byzantine environment	10
Multi-constraint shortest path using forest hop labeling	10
Correction to: BugDoc Iterative debugging and explanation of pipeline executions	9
HFUL: a hybrid framework for user account linkage across location-aware social networks	9
P$$^2$$CG: a privacy preserving collaborative graph neural network training framework	9
Efficient detection of multivariate correlations with different correlation measures	9
DBSP: automatic incremental view maintenance for rich query languages	9
A graph pattern mining framework for large graphs on GPU	8
Towards flexibility and robustness of LSM trees	8
LIST: learning to index spatio-textual data for embedding based spatial keyword queries	8
Efficient and effective algorithms for densest subgraph discovery and maintenance	8
Efficient and scalable huge embedding model training via distributed cache management	8
Eris: efficiently measuring discord in multidimensional sources	7
AutoML in heavily constrained applications	7
Incremental discovery of denial constraints	7
A survey on outlier explanations	7
Picket: guarding against corrupted data in tabular data during learning and inference	7
Accelerating multi-way joins on the GPU	7
Anytime bottom-up rule learning for large-scale knowledge graph completion	7
Tiered-Indexing: Optimizing Access Methods for Skew	7
DumpyOS: A data-adaptive multi-ary index for scalable data series similarity search	7
A survey on deep learning approaches for text-to-SQL	6
xDBTagger: explainable natural language interface to databases using keyword mappings and schema graph	6
A survey on the evolution of stream processing systems	6
ICS-GNN$$^+$$: lightweight interactive community search via graph neural network	6
Editorial for Special Issue: VLDB 2022	6
A survey on semantic schema discovery	6
Survey of window types for aggregation in stream processing systems	6
A multi-facet analysis of BERT-based entity matching models	6
Scalable decoupling graph neural network with feature-oriented optimization	6
Special issue: modern hardware	6
Accelerating directed densest subgraph queries with software and hardware approaches	6
Assisted design of data science pipelines	6
Performant almost-latch-free data structures using epoch protection in more depth	6
HINT: a hierarchical interval index for Allen relationships	6
Morphtree: a polymorphic main-memory learned index for dynamic workloads	6
Have query optimizers hit the wall?	5
BatchHL$$^{+}$$: batch dynamic labelling for distance queries on large-scale networks	5

Efficient Algorithms for Uncertain Restricted Skyline Query Processing	5
How good are machine learning clouds? Benchmarking two snapshots over 5 years	5
HPCache: memory-efficient OLAP through proportional caching revisited	4
Time-topology analysis on temporal graphs	4
Identifying similar-bicliques in bipartite graphs	4
Highly distributed and privacy-preserving queries on personal data management systems	4
A survey of RDF stores & SPARQL engines for querying knowledge graphs	4
Application-driven graph partitioning	4
BugDoc	4
FlexpushdownDB: rethinking computation pushdown for cloud OLAP DBMSs	4
A generic framework for efficient computation of top-k diverse results	4
A near-optimal approach to edge connectivity-based hierarchical graph decomposition	4
Data collection and quality challenges in deep learning: a data-centric AI perspective	4
Resource-aware adaptive indexing for in situ visual exploration and analytics	4
Span-reachability querying in large temporal graphs	4
Tee-based key-value stores: a survey	4
Efficient kNN query for moving objects on time-dependent road networks	4
Netherite: efficient execution of serverless workflows	4
Editorial: Special Issue for Selected Papers of VLDB 2021	4
HERMES: data placement and schema optimization for enterprise knowledge bases	4
Join optimization revisited: a novel DP algorithm for join&sort order selection	4
VUS: effective and efficient accuracy measures for time-series anomaly detection	4
Cardinality estimation using normalizing flow	3
Continuous monitoring of moving skyline and top-k queries	3
Table integration in data lakes unleashed: pairwise integrability judgment, integrable set discovery, and multi-tuple conflict resolution	3
Hypergraph motifs and their extensions beyond binary	3
Similarity-driven and task-driven models for diversity of opinion in crowdsourcing markets	3
AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecasting	3
General graph generators: experiments, analyses, and improvements	3
Leveraging user itinerary to improve personalized deep matching at Fliggy	3
RNE: computing shortest paths using road network embedding	3
C5: cloned concurrency control that always keeps up	3
eRiskCom: an e-commerce risky community detection platform	3
Answering reachability and K-reach queries on large graphs with label constraints	3
Efficient distributed discovery of bidirectional order dependencies	3
MinJoin++: a fast algorithm for string similarity joins under edit distance	3
Ingress: an automated incremental graph processing system	3
Efficient exploratory clustering analyses in large-scale exploration processes	3
Raster interval object approximations for spatial intersection joins	2
Efficient indexing and searching of constrained core in hypergraphs	2
Reconciling tuple and attribute timestamping for temporal data warehouses	2
A powerful reducing framework for accelerating set intersections over graphs	2
SWOOP: top-k similarity joins over set streams	2
A systematic evaluation of machine learning on serverless infrastructure	2
Fast, exact, and parallel-friendly outlier detection algorithms with proximity graph in metric spaces	2
Correction to: TurboLift: fast accuracy lifting for historical data recovery	2
Making graphs compact by lossless contraction	2
HMI: hierarchical knowledge management for efficient multi-tenant inference in pretrained language models	2
Efficient algorithms for reachability and path queries on temporal bipartite graphs	2
Reliability evaluation of individual predictions: a data-centric approach	2
Editorial for S.I.: VLDB 2020	2
Adaptive algorithms for crowd-aided categorization	2
Measuring approximate functional dependencies: a comparative study	2
Enhancing domain-aware multi-truth data fusion using copy-based source authority and value similarity	2
Detecting rumours with latency guarantees using massive streaming data	2
Complex event forecasting with prediction suffix trees	2
Temporal graph patterns by timed automata	2
Flexible grouping of linear segments for highly accurate lossy compression of time series data	2
Accelerating maximum biplex search over large bipartite graphs	2
Butterfly counting and bitruss decomposition on uncertain bipartite graphs	2