OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Knowledge and Data Engineering is 77. 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 2021-06-01 to 2025-06-01.)

Article	Citations
A Similarity-based Framework for Classification Task	1185
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning	836
From Wide to Deep: Dimension Lifting Network for Parameter-Efficient Knowledge Graph Embedding	825
PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching	588
FairSort: Learning to Fair Rank for Personalized Recommendations in Two-Sided Platforms	581
CityNeuro: Towards Location and Time Prediction for Urban Abnormal Events	505
Modeling and Detecting Communities in Node Attributed Networks	435
Unified ABSA via Annotation-Decoupled Multi-Task Instruction Tuning	430
Willingness Maximization for Ego Network Data Extraction in Multiple Online Social Networks	392
A Survey of Context-Aware Recommender Systems: From an Evaluation Perspective	391
Learning Idempotent Representation for Subspace Clustering	388
MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization	338
Guest Editorial Introduction to the Special Issue on Anomaly Detection in Emerging Data-Driven Applications: Theory, Algorithms, and Applications	301
AIM: Automatic Interaction Machine for Click-Through Rate Prediction	279
Generating Characteristic Summaries for Entity Descriptions	206
A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification	198
Mining Spatio-Temporal Reachable Regions With Multiple Sources over Massive Trajectory Data	191
Network Representation Lightening from Hashing to Quantization	188
Road-aware Indexing for Trajectory Range Queries	186
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification	185
Generating kk-Hop-Constrained ss-tt Path Graphs	184
Recurrent Learning on PM^2.5 Prediction Based on Clustered Airbox Dataset	182
Find Another me Across the World - Large-Scale Semantic Trajectory Analysis Using Spark	177
A Data-level Augmentation Framework for Time Series Forecasting with Ambiguously Related Source Data	173
Model-Free Subsampling Method Based on Uniform Designs	173

Data-Aware Adaptive Compression for Stream Processing	165
Multi-View Subspace Clustering by Joint Measuring of Consistency and Diversity	164
Learning Discriminative Text Representation for Streaming Social Event Detection	154
Outdoor Position Recovery From Heterogeneous Telco Cellular Data	152
GraphNAS++: Distributed Architecture Search for Graph Neural Networks	148
Scalable Identity-Oriented Speech Retrieval	148
Continuous Trajectory Similarity Search for Online Outlier Detection	139
Dimensionality Reduction for Categorical Data	133
M²: Mixed Models With Preferences, Popularities and Transitions for Next-Basket Recommendation	132
Graph Contrastive Learning With Personalized Augmentation	130
Clustering With Outlier Removal	128
Classification-Labeled Continuousization and Multi-Domain Spatio-Temporal Fusion for Fine-Grained Urban Crime Prediction	127
Progressive Skeleton Learning for Effective Local-to-Global Causal Structure Learning	125
DropConn: Dropout Connection Based Random GNNs for Molecular Property Prediction	124
Domain Adaptation on Graphs by Learning Aligned Graph Bases	123
Streaming Graph Embeddings via Incremental Neighborhood Sketching	120
Projective Ranking-based GNN Evasion Attacks	117
Latent Representation Guided Multi-View Clustering	113
Minimum $k$-Vertex Connected Graph Search	113
Generalized Measure-Biased Sampling and Priority Sampling	112
Regulating systemic crises: Stemming the contagion risk in networked-loans through deep graph learning	111
Reinforced Imitative Graph Learning for Mobile User Profiling	111
Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams	109
Prefix Coding Scheme Supporting Direct Access Without Auxiliary Space	108
Encoding High-Cardinality String Categorical Variables	108
The Expressive Power of Graph Neural Networks: A Survey	107
Disentangled Modeling of Social Homophily and Influence for Social Recommendation	107
LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced With Model Distillation	107
Model Inversion Attacks Against Graph Neural Networks	106
Temporal Network Motifs: Models, Limitations, Evaluation	106
Explicit Message-Passing Heterogeneous Graph Neural Network	106
Next Point-of-Interest Recommendation With Adaptive Graph Contrastive Learning	105
Neural Text Segmentation and its Application to Sentiment Analysis	104
Attribute Graph Neural Networks for Strict Cold Start Recommendation	102
CCGL: Contrastive Cascade Graph Learning	98
NetFense: Adversarial Defenses against Privacy Attacks on Neural Networks for Graph Data	97
REP: An Interpretable Robustness Enhanced Plugin for Differentiable Neural Architecture Search	97
Towards De-Anonymization of Google Play Search Rank Fraud	93
User Identity Linkage via Co-Attentive Neural Network From Heterogeneous Mobility Data	92
Balanced and Unbalanced Triangle Count in Signed Networks	91
MAS-Encryption and its Applications in Privacy-Preserving Classifiers	90
Attributed Transition-Based Domain Control Knowledge for Domain-Independent Planning	89
Dynamic Assortment Selection Under Inventory and Limited Switches Constraints	89
Network Controllability Perspectives on Graph Representation	84
Multi-view Fuzzy Representation Learning with Rules based Model	84
Discovering Cliques in Attribute Graphs Based on Proportional Fairness	84
BADFL: Backdoor Attack Defense in Federated Learning From Local Model Perspective	83
Fast Flexible Bipartite Graph Model for Co-Clustering	80
Domain-Adversarial Network Alignment	80
FLUID: Towards Efficient Continuous Transaction Processing in DAG-Based Blockchains	79

Efficient Radius-Bounded Community Search in Geo-Social Networks	79
Robust Tensor Completion With Side Information	79
Deep Contrastive Multi-View Subspace Clustering With Representation and Cluster Interactive Learning	77