OOIR: Observatory of International Research

Papers

(The median citation count of VLDB Journal is 3. 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 2022-01-01 to 2026-01-01.)

Article	Citations
To share or not to share vector registers?	377
Threshold queries in theory and in the wild	103
An efficient and scalable graph database with built-in temporal support	75
Efficiently Counting Four-Node Motifs in Large-Scale Temporal Graphs	75
Beyond influence: voting theory for opinion maximization	63
Optimizing navigational graph queries	57
Generating highly customizable python code for data processing with large language models	45
The full story of 1000 cores	29
Transactional panorama: a conceptual framework for user perception in analytical visual interfaces (extended version)	27
Third and Boyce–Codd normal form for property graphs	25
Reverse spatial top-k keyword queries	25
Hu-Fu: efficient and secure spatial queries over data federation	25
Efficient and robust active learning methods for interactive database exploration	23
BioGITOM: Matching Biomedical Ontologies with Graph Isomorphism Transformer	22
FOSS: A learned doctor for query optimization	22
Model reusability in Reinforcement Learning	21
Fast subgraph query processing and subgraph matching via static and dynamic equivalences	21
Learned sketch for subgraph counting: a holistic approach	20
On efficient 3D object retrieval	19
A new window Clause for SQL++	19
In-database query optimization on SQL with ML predicates	18
Hyper-distance oracles in hypergraphs	18
Special issue on the best papers of DaMoN 2020	17
Discovering critical vertices for reinforcement of large-scale bipartite networks	16
Ontological databases with faceted queries	15

SQUID: subtrajectory query in trillion-scale GPS database	15
Approximation and inapproximability results on computing optimal repairs	14
Efficient top-k spatial-range-constrained approximate nearest neighbor search on geo-tagged high-dimensional vectors	14
GPU-based butterfly counting	13
An update-intensive LSM-based R-tree index	13
DB-BERT: making database tuning tools “read” the manual	12
P$$^2$$CG: a privacy preserving collaborative graph neural network training framework	12
On Querying Historical Connectivity in Large-scale Temporal Graphs	11
The Status-Quo in nested data processing for high-energy physics	11
DBSP: automatic incremental view maintenance for rich query languages	11
Special issue on big graph data management and processing	11
Multi-constraint shortest path using forest hop labeling	10
HFUL: a hybrid framework for user account linkage across location-aware social networks	10
DumpyOS: A data-adaptive multi-ary index for scalable data series similarity search	9
Incremental discovery of denial constraints	9
ByShard: sharding in a Byzantine environment	9
Efficient detection of multivariate correlations with different correlation measures	9
Efficient and effective algorithms for densest subgraph discovery and maintenance	9
Towards flexibility and robustness of LSM trees	9
A graph pattern mining framework for large graphs on GPU	9
LIST: learning to index spatio-textual data for embedding based spatial keyword queries	9
Correction to: BugDoc Iterative debugging and explanation of pipeline executions	9
Efficient and scalable huge embedding model training via distributed cache management	8
AutoML in heavily constrained applications	8
Tiered-Indexing: Optimizing Access Methods for Skew	8
Privacy-Utility Balanced Cooperative Online Matching in Spatial Crowdsourcing	8
Survey of window types for aggregation in stream processing systems	8
Anytime bottom-up rule learning for large-scale knowledge graph completion	8
Assisted design of data science pipelines	8
Accelerating directed densest subgraph queries with software and hardware approaches	8
A survey on the evolution of stream processing systems	7
A survey on deep learning approaches for text-to-SQL	7
Eris: efficiently measuring discord in multidimensional sources	7
A survey on outlier explanations	7
xDBTagger: explainable natural language interface to databases using keyword mappings and schema graph	6
A multi-facet analysis of BERT-based entity matching models	6
ICS-GNN$$^+$$: lightweight interactive community search via graph neural network	6
Performant almost-latch-free data structures using epoch protection in more depth	6
Scalable decoupling graph neural network with feature-oriented optimization	6
Editorial for Special Issue: VLDB 2022	6
How good are machine learning clouds? Benchmarking two snapshots over 5 years	6
Morphtree: a polymorphic main-memory learned index for dynamic workloads	6
Efficient Algorithms for Uncertain Restricted Skyline Query Processing	6
HINT: a hierarchical interval index for Allen relationships	6
Special issue: modern hardware	6
Resource-aware adaptive indexing for in situ visual exploration and analytics	5
Join optimization revisited: a novel DP algorithm for join&sort order selection	5
Editorial: Special Issue for Selected Papers of VLDB 2021	5
FlexpushdownDB: rethinking computation pushdown for cloud OLAP DBMSs	5
A near-optimal approach to edge connectivity-based hierarchical graph decomposition	5

HPCache: memory-efficient OLAP through proportional caching revisited	5
Tee-based key-value stores: a survey	5
Identifying similar-bicliques in bipartite graphs	5
Netherite: efficient execution of serverless workflows	5
An Evaluation of B-tree Compression Techniques	5
BatchHL$$^{+}$$: batch dynamic labelling for distance queries on large-scale networks	5
BugDoc	5
VUS: effective and efficient accuracy measures for time-series anomaly detection	5
Time-topology analysis on temporal graphs	5
Leveraging user itinerary to improve personalized deep matching at Fliggy	4
Highly distributed and privacy-preserving queries on personal data management systems	4
HERMES: data placement and schema optimization for enterprise knowledge bases	4
Cardinality estimation using normalizing flow	4
Hypergraph motifs and their extensions beyond binary	4
eRiskCom: an e-commerce risky community detection platform	4
Application-driven graph partitioning	4
A generic framework for efficient computation of top-k diverse results	4
Efficient kNN query for moving objects on time-dependent road networks	4
AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecasting	4
MinJoin++: a fast algorithm for string similarity joins under edit distance	4
MSAD: A deep dive into model selection for time series anomaly detection	4
Data collection and quality challenges in deep learning: a data-centric AI perspective	4
Table integration in data lakes unleashed: pairwise integrability judgment, integrable set discovery, and multi-tuple conflict resolution	4
Ingress: an automated incremental graph processing system	3
Butterfly counting and bitruss decomposition on uncertain bipartite graphs	3
Detecting rumours with latency guarantees using massive streaming data	3
Accelerating maximum biplex search over large bipartite graphs	3
Raster interval object approximations for spatial intersection joins	3
Enhancing domain-aware multi-truth data fusion using copy-based source authority and value similarity	3
Similarity-driven and task-driven models for diversity of opinion in crowdsourcing markets	3
A systematic evaluation of machine learning on serverless infrastructure	3
SWOOP: top-k similarity joins over set streams	3
Measuring approximate functional dependencies: a comparative study	3
Making graphs compact by lossless contraction	3
Efficient algorithms for reachability and path queries on temporal bipartite graphs	3
Editorial for S.I.: VLDB 2020	3
C5: cloned concurrency control that always keeps up	3
A powerful reducing framework for accelerating set intersections over graphs	3
HMI: hierarchical knowledge management for efficient multi-tenant inference in pretrained language models	3
Efficient indexing and searching of constrained core in hypergraphs	3
Density decomposition on large static and dynamic graphs: algorithms and applications	3
Temporal graph patterns by timed automata	3
Reliability evaluation of individual predictions: a data-centric approach	3
Fast, exact, and parallel-friendly outlier detection algorithms with proximity graph in metric spaces	3
Flexible grouping of linear segments for highly accurate lossy compression of time series data	3