OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Knowledge Discovery From Data is 30. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Toward Quality of Information Aware Distributed Machine Learning	417
Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive Sequential Recommendation	313
Parameter-Agnostic Deep Graph Clustering	180
HITS-based Propagation Paradigm for Graph Neural Networks	117
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series	109
Random Walk Sampling in Social Networks Involving Private Nodes	97
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	85
Privacy-Preserving Representation Learning with Gradient Obfuscation against Attribute Inference for Recommendation	77
OTM : Efficient k -Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs	63
Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation	54
Causal Discovery via Causal Star Graphs	50
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection	50
Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction	49
Put Your Voice on Stage: Personalized Headline Generation for News Articles	45
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning	42
COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks	41
A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization	41
X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining	40
Same or Different? Diff-Vectors for Authorship Analysis	40
Detecting Anomalous Graphs in Labeled Multi-Graph Databases	38
StructCoder: Structure-Aware Transformer for Code Generation	37
Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder	37
Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering	35
A Compact Vulnerability Knowledge Graph for Risk Assessment	33
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series	32

Graph Domain Adaptation: A Generative View	32
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey	32
Tri-perspective Multi-view Classification	30
Consistency and Invariance Guided Multi-View Hypergraph Learning for Robust Hyperedge Prediction	30
Utility-Oriented Reranking with Counterfactual Context	30
Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention	30