OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Knowledge and Data Engineering is 78. 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
A Similarity-based Framework for Classification Task	1324
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning	878
PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching	869
FairSort: Learning to Fair Rank for Personalized Recommendations in Two-Sided Platforms	634
CityNeuro: Towards Location and Time Prediction for Urban Abnormal Events	624
Modeling and Detecting Communities in Node Attributed Networks	544
Willingness Maximization for Ego Network Data Extraction in Multiple Online Social Networks	460
Unified ABSA via Annotation-Decoupled Multi-Task Instruction Tuning	460
MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization	439
Guest Editorial Introduction to the Special Issue on Anomaly Detection in Emerging Data-Driven Applications: Theory, Algorithms, and Applications	425
AIM: Automatic Interaction Machine for Click-Through Rate Prediction	424
Generating Characteristic Summaries for Entity Descriptions	406
A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification	349
The Expressive Power of Graph Neural Networks: A Survey	224
Multi-View Subspace Clustering by Joint Measuring of Consistency and Diversity	222
Learning Idempotent Representation for Subspace Clustering	212
Road-aware Indexing for Trajectory Range Queries	208
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification	205
A Data-level Augmentation Framework for Time Series Forecasting with Ambiguously Related Source Data	201
Minimum $k$-Vertex Connected Graph Search	200
Progressive Skeleton Learning for Effective Local-to-Global Causal Structure Learning	194
A Survey of Context-Aware Recommender Systems: From an Evaluation Perspective	192
Latent Representation Guided Multi-View Clustering	192
Reinforced Imitative Graph Learning for Mobile User Profiling	188
Generating kk-Hop-Constrained ss-tt Path Graphs	187

Find Another me Across the World - Large-Scale Semantic Trajectory Analysis Using Spark	186
Data-Aware Adaptive Compression for Stream Processing	183
Learning Discriminative Text Representation for Streaming Social Event Detection	178
Outdoor Position Recovery From Heterogeneous Telco Cellular Data	165
Scalable Identity-Oriented Speech Retrieval	163
Classification-Labeled Continuousization and Multi-Domain Spatio-Temporal Fusion for Fine-Grained Urban Crime Prediction	153
Attribute Graph Neural Networks for Strict Cold Start Recommendation	148
Regulating systemic crises: Stemming the contagion risk in networked-loans through deep graph learning	145
Continuous Trajectory Similarity Search for Online Outlier Detection	139
Simplified Graph Contrastive Learning Model Without Augmentation	138
DropConn: Dropout Connection Based Random GNNs for Molecular Property Prediction	138
Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams	137
GraphNAS++: Distributed Architecture Search for Graph Neural Networks	133
Model Inversion Attacks Against Graph Neural Networks	133
Projective Ranking-based GNN Evasion Attacks	128
Domain Adaptation on Graphs by Learning Aligned Graph Bases	128
Generalized Measure-Biased Sampling and Priority Sampling	127
Explicit Message-Passing Heterogeneous Graph Neural Network	123
Disentangled Modeling of Social Homophily and Influence for Social Recommendation	123
Recurrent Learning on PM^2.5 Prediction Based on Clustered Airbox Dataset	121
LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced With Model Distillation	121
Prefix Coding Scheme Supporting Direct Access Without Auxiliary Space	121
A Universal Subhypergraph-assisted Embedding Framework for Both Homogeneous and Heterogeneous Networks	120
Next Point-of-Interest Recommendation With Adaptive Graph Contrastive Learning	119
Contrastive Variational Group Recommendation with Data-agnostic Augmentation	117
DSHCL: Dual-State Hypergraph Contrastive Learning for Information Diffusion Prediction	116
From Wide to Deep: Dimension Lifting Network for Parameter-Efficient Knowledge Graph Embedding	115
Neural Text Segmentation and its Application to Sentiment Analysis	113
Streaming Graph Embeddings via Incremental Neighborhood Sketching	112
Temporal Network Motifs: Models, Limitations, Evaluation	107
Graph Contrastive Learning With Personalized Augmentation	107
Network Representation Lightening from Hashing to Quantization	103
Dimensionality Reduction for Categorical Data	102
M²: Mixed Models With Preferences, Popularities and Transitions for Next-Basket Recommendation	102
Encoding High-Cardinality String Categorical Variables	102
Model-Free Subsampling Method Based on Uniform Designs	101
NetFense: Adversarial Defenses against Privacy Attacks on Neural Networks for Graph Data	99
Towards De-Anonymization of Google Play Search Rank Fraud	98
MAS-Encryption and its Applications in Privacy-Preserving Classifiers	96
Attributed Transition-Based Domain Control Knowledge for Domain-Independent Planning	95
BADFL: Backdoor Attack Defense in Federated Learning From Local Model Perspective	94
Dynamic Assortment Selection Under Inventory and Limited Switches Constraints	94
Efficient Radius-Bounded Community Search in Geo-Social Networks	93
Large Language Models are In-Context Molecule Learners	90
Discovering Cliques in Attribute Graphs Based on Proportional Fairness	88
Similarity Transitivity Broken-Aware Multi-Modal Hashing	87
Network Controllability Perspectives on Graph Representation	86
CCGL: Contrastive Cascade Graph Learning	86
Towards Rumor Detection With Multi-Granularity Evidences: A Dataset and Benchmark	85
ST-LLM+: Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction	84

Low-Rank Tensor Learning for Incomplete Multiview Clustering	84
Robust Tensor Completion With Side Information	82
Subgraph Matching With Effective Matching Order and Indexing	80
Learning to Maintain: Towards Human-Machine Collaborative Spatial Task Assignment	78