OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Knowledge and Data Engineering is 76. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Generating $k$-hop-constrained $s$-$t$ Path Graphs	1081
HidAttack: An Effective and Undetectable Model Poisoning Attack to Federated Recommenders	800
Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns	798
Efficient and Accurate Spatial Queries Using Lossy Compressed 3D Geometry Data	532
Do as I can, not as I get: Topology-aware multi-hop reasoning on multi-modal knowledge graphs	525
Elevating Knowledge-Enhanced Entity and Relationship Understanding for Sarcasm Detection	522
LUNA: Efficient Backward-Private Dynamic Symmetric Searchable Encryption Scheme With Secure Deletion in Encrypted Database	483
Are Large Language Models Really Good Logical Reasoners? A Comprehensive Evaluation and Beyond	397
Self-Learning Symmetric Multi-View Probabilistic Clustering	396
Dual Enhanced Meta-Learning With Adaptive Task Scheduler for Cold-Start Recommendation	358
Graph Condensation: A Survey	356
HyCubE: Efficient Knowledge Hypergraph 3D Circular Convolutional Embedding	337
SMPCache: Towards More Efficient SQL Queries in Multi-Party Collaborative Data Analysis	277
Improving Sequential Recommendations Via Bidirectional Temporal Data Augmentation With Pre-Training	263
A Novel Expandable Borderline Smote Oversampling Method for Class Imbalance Problem	259
Mitigating the Tail Effect in Fraud Detection by Community Enhanced Multi-Relation Graph Neural Networks	226
CloudRGK: Towards Private Similarity Measurement Between Graphs on the Cloud	206
What You Like, What I Am: Online Dating Recommendation via Matching Individual Preferences with Features	193
Multi-View Bipartite Graph Clustering With Coupled Noisy Feature Filter	189
Robust and Consistent Anchor Graph Learning for Multi-View Clustering	183
An Efficient and Distributed Framework for Real-Time Trajectory Stream Clustering	177
Fractal Belief Rényi Divergence With its Applications in Pattern Classification	175
Adversarial Contrastive Learning for Evidence-Aware Fake News Detection With Graph Neural Networks	172
CSKG4APT: A Cybersecurity Knowledge Graph for Advanced Persistent Threat Organization Attribution	171
Dimensionality Reduction for Categorical Data	159

Road-aware Indexing for Trajectory Range Queries	157
Short Text Topic Learning Using Heterogeneous Information Network	156
Prefix Coding Scheme Supporting Direct Access Without Auxiliary Space	153
Efficient Range and kNN Twin Subsequence Search in Time Series	148
Multi-Behavior Hypergraph Contrastive Learning for Session-Based Recommendation	143
ADMH-ER: Adaptive Denoising Multi-Modal Hybrid for Entity Resolution	141
Dynamic Ensemble Framework for Imbalanced Data Classification	141
Cafe: Improved Federated Data Imputation by Leveraging Missing Data Heterogeneity	132
Discovery of Temporal Network Motifs	125
Group-aware Dynamic Graph Representation Learning for Next POI Recommendation	125
Pattern Hiding and Authorized Searchable Encryption for Data Sharing in Cloud Storage	123
2021 Reviewers List	122
PromptCast: A New Prompt-Based Learning Paradigm for Time Series Forecasting	121
Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution	121
Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams	120
STWave+: A Multi-Scale Efficient Spectral Graph Attention Network With Long-Term Trends for Disentangled Traffic Flow Forecasting	119
MPV: Enabling Fine-Grained Query Authentication in Hybrid-Storage Blockchain	115
Time Series Anomaly Detection With Adversarial Reconstruction Networks	112
Latent Representation Guided Multi-View Clustering	112
Dynamic Heterogeneous Information Network Embedding With Meta-Path Based Proximity	109
Global Combination and Clustering Based Differential Privacy Mixed Data Publishing	106
Data Lake Organization	105
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting	105
GraphNAS++: Distributed Architecture Search for Graph Neural Networks	105
Robust Tensor Subspace Learning for Incomplete Multi-View Clustering	105
Streaming Graph Embeddings via Incremental Neighborhood Sketching	103
Breaking the Expression Bottleneck of Graph Neural Networks	103
A Joint Maximum Likelihood Estimation Framework for Truth Discovery: A Unified Perspective	103
Mining Triangle-Dense Subgraphs of a Fixed Size: Hardness, Lovasz extension and ´ Applications	102
Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding	102
Multi-Task Weakly Supervised Learning for Origin–Destination Travel Time Estimation	102
An Unsupervised Bayesian Neural Network for Truth Discovery in Social Networks	101
Reinforcement Learning Based Path Exploration for Sequential Explainable Recommendation	99
Multi-Task Learning for Influence Estimation and Maximization	96
Database Meets Artificial Intelligence: A Survey	96
Solving the Imbalanced Problem by Metric Learning and Oversampling	95
H-Diffu: Hyperbolic Representations for Information Diffusion Prediction	94
Network Representation Lightening from Hashing to Quantization	90
Rethinking Unsupervised Graph Anomaly Detection With Deep Learning: Residuals and Objectives	86
Temporal Network Motifs: Models, Limitations, Evaluation	86
Development of fully convolutional neural networks based on discretization in time series classification	86
Privacy-Preserving Boolean Range Query with Temporal Access Control in Mobile Computing	84
Graph Cross-Correlated Network for Recommendation	84
DataOps-4G: On Supporting Generalists in Data Quality Discovery	82
A Similarity-based Framework for Classification Task	81
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions	80
Multiscale Weisfeiler-Leman Directed Graph Neural Networks for Prerequisite-Link Prediction	79
Quality Inference Based Task Assignment in Mobile Crowdsensing	77
Semi-Supervised City-Wide Parking Availability Prediction via Hierarchical Recurrent Graph Neural Network	76
Temporal Knowledge Graph Reasoning With Dynamic Memory Enhancement	76

Broad Learning Autoencoder With Graph Structure for Data Clustering