OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Knowledge Discovery From Data is 25. 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
Toward Quality of Information Aware Distributed Machine Learning	288
HITS-based Propagation Paradigm for Graph Neural Networks	214
OTM : Efficient k -Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs	153
Detecting Anomalous Graphs in Labeled Multi-Graph Databases	94
Graph Community Infomax	88
Causal Discovery via Causal Star Graphs	75
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series	64
Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive Sequential Recommendation	64
COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks	46
A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization	45
Same or Different? Diff-Vectors for Authorship Analysis	44
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection	43
Random Walk Sampling in Social Networks Involving Private Nodes	41
Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction	41
Privacy-Preserving Representation Learning with Gradient Obfuscation against Attribute Inference for Recommendation	40
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series	36
Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation	34
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	33
X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining	32
Put Your Voice on Stage: Personalized Headline Generation for News Articles	31
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning	27
Graph Domain Adaptation: A Generative View	27
Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering	26
A Compact Vulnerability Knowledge Graph for Risk Assessment	26
Parameter-Agnostic Deep Graph Clustering	26

Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder	25
Causal Discovery Using Weight-Based Conditional Independence Test	25
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey	25
StructCoder: Structure-Aware Transformer for Code Generation	25