OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Knowledge and Data Engineering is 82. 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 2021-11-01 to 2025-11-01.)

Article	Citations
Generating Characteristic Summaries for Entity Descriptions	1490
Unified ABSA via Annotation-Decoupled Multi-Task Instruction Tuning	942
Willingness Maximization for Ego Network Data Extraction in Multiple Online Social Networks	926
Guest Editorial Introduction to the Special Issue on Anomaly Detection in Emerging Data-Driven Applications: Theory, Algorithms, and Applications	749
DSHCL: Dual-State Hypergraph Contrastive Learning for Information Diffusion Prediction	706
Contrastive Variational Group Recommendation With Data-Agnostic Augmentation	597
Continuous Trajectory Similarity Search for Online Outlier Detection	541
CityNeuro: Towards Location and Time Prediction for Urban Abnormal Events	532
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning	508
PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching	507
MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization	505
Next Point-of-Interest Recommendation With Adaptive Graph Contrastive Learning	467
Road-aware Indexing for Trajectory Range Queries	430
AIM: Automatic Interaction Machine for Click-Through Rate Prediction	287
DropConn: Dropout Connection Based Random GNNs for Molecular Property Prediction	264
Learning Idempotent Representation for Subspace Clustering	255
Network Representation Lightening from Hashing to Quantization	250
FairSort: Learning to Fair Rank for Personalized Recommendations in Two-Sided Platforms	232
Data-Aware Adaptive Compression for Stream Processing	230
Domain Adaptation on Graphs by Learning Aligned Graph Bases	224
Explicit Message-Passing Heterogeneous Graph Neural Network	222
Modeling and Detecting Communities in Node Attributed Networks	220
Multi-View Subspace Clustering by Joint Measuring of Consistency and Diversity	217
The Expressive Power of Graph Neural Networks: A Survey	212
Temporal Network Motifs: Models, Limitations, Evaluation	199

A Universal Subhypergraph-Assisted Embedding Framework for Both Homogeneous and Heterogeneous Networks	197
Simplified Graph Contrastive Learning Model Without Augmentation	193
Encoding High-Cardinality String Categorical Variables	192
Dimensionality Reduction for Categorical Data	190
Prefix Coding Scheme Supporting Direct Access Without Auxiliary Space	174
From Wide to Deep: Dimension Lifting Network for Parameter-Efficient Knowledge Graph Embedding	172
LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced With Model Distillation	169
Classification-Labeled Continuousization and Multi-Domain Spatio-Temporal Fusion for Fine-Grained Urban Crime Prediction	160
Latent Representation Guided Multi-View Clustering	160
CryptIF: Towards Cloud-based IoT Anomaly Detection over Encrypted Feature Streams	158
Model-Free Subsampling Method Based on Uniform Designs	158
A Survey of Context-Aware Recommender Systems: From an Evaluation Perspective	156
M²: Mixed Models With Preferences, Popularities and Transitions for Next-Basket Recommendation	151
Diversifying Graph Augmentation for Learning to Solve Graph Optimization Problems	148
Find Another me Across the World - Large-Scale Semantic Trajectory Analysis Using Spark	146
Graph Contrastive Learning With Personalized Augmentation	146
A Data-level Augmentation Framework for Time Series Forecasting with Ambiguously Related Source Data	145
Projective Ranking-based GNN Evasion Attacks	140
Scalable Identity-Oriented Speech Retrieval	136
Generating kk-Hop-Constrained ss-tt Path Graphs	134
Generalized Measure-Biased Sampling and Priority Sampling	131
Minimum $k$-Vertex Connected Graph Search	127
Reinforced Imitative Graph Learning for Mobile User Profiling	127
Outdoor Position Recovery From Heterogeneous Telco Cellular Data	126
A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification	124
Attribute Graph Neural Networks for Strict Cold Start Recommendation	121
Regulating systemic crises: Stemming the contagion risk in networked-loans through deep graph learning	120
Learning Discriminative Text Representation for Streaming Social Event Detection	120
GraphNAS++: Distributed Architecture Search for Graph Neural Networks	118
SAQE: Complex Logical Query Answering via Semantic-Aware Representation Learning	117
Orthogonal Keys High Precision and Recall for Mining Database Keys From Inconsistent and Incomplete Relations	113
Breaking information granularity heterogeneity: a mutual information-inspired causal discovery framework for multi-rate time series	111
Progressive Skeleton Learning for Effective Local-to-Global Causal Structure Learning	109
Disentangled Modeling of Social Homophily and Influence for Social Recommendation	109
Streaming Graph Embeddings via Incremental Neighborhood Sketching	107
Model Inversion Attacks Against Graph Neural Networks	107
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification	106
Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams	105
Neural Text Segmentation and its Application to Sentiment Analysis	104
Recurrent Learning on PM^2.5 Prediction Based on Clustered Airbox Dataset	103
A Similarity-based Framework for Classification Task	102
Efficient Generalized Temporal Pattern Mining in Time Series Using Mutual Information	101
Preventing Inferences Through Data Dependencies on Sensitive Data	100
Multiple-Instance Learning From Unlabeled Bags With Pairwise Similarity	100
Is Sharing Neighbor Generator in Federated Graph Learning Safe?	100
Discovery of Cross Joins	98
Temporal Graph Multi-Aspect Embeddings	98
MulRF: A Multi-Dimensional Range Filter for Sublinear Time Range Query Processing	98
Dynamic Assortment Selection Under Inventory and Limited Switches Constraints	95
Effortless Locality on Data Systems Using Relational Fabric	93

Robust Multi-View Clustering Through Partition Integration on Stiefel Manifold	93
Pattern-Wise Transparent Sequential Recommendation	90
GPU-Accelerated Structural Diversity Search in Graphs	90
KnobCF: Uncertainty-aware Knob Tuning	89
Intent Disentanglement and Feature Self-Supervision for Novel Recommendation	88
Robust Fuzzy Local K-Plane Clustering With Mixture Distance of Hinge Loss and L1 Norm	85
Learning to Maintain: Towards Human-Machine Collaborative Spatial Task Assignment	82