OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Knowledge Discovery From Data is 24. 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
Random Walk Sampling in Social Networks Involving Private Nodes	189
Causal Discovery via Causal Star Graphs	151
Detecting Anomalous Graphs in Labeled Multi-Graph Databases	110
Graph Community Infomax	64
Recurrent Coupled Topic Modeling over Sequential Documents	58
Put Your Voice on Stage: Personalized Headline Generation for News Articles	52
Same or Different? Diff-Vectors for Authorship Analysis	51
Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder	49
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series	40
Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive Sequential Recommendation	38
Toward Quality of Information Aware Distributed Machine Learning	38
COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks	33
OTM : Efficient k -Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs	33
Parameter-Agnostic Deep Graph Clustering	31
Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation	30
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection	30
A Compact Vulnerability Knowledge Graph for Risk Assessment	28
StructCoder: Structure-Aware Transformer for Code Generation	27
Graph Domain Adaptation: A Generative View	27
HITS-based Propagation Paradigm for Graph Neural Networks	26
X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining	26
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning	26
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey	26
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	25