OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Knowledge Discovery From Data is 23. 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
COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks	238
Put Your Voice on Stage: Personalized Headline Generation for News Articles	180
Graph Community Infomax	131
Toward Quality of Information Aware Distributed Machine Learning	76
Random Walk Sampling in Social Networks Involving Private Nodes	68
Same or Different? Diff-Vectors for Authorship Analysis	61
Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive Sequential Recommendation	58
Graph Domain Adaptation: A Generative View	57
Parameter-Agnostic Deep Graph Clustering	43
Causal Discovery via Causal Star Graphs	40
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	38
HITS-based Propagation Paradigm for Graph Neural Networks	35
OTM : Efficient k -Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs	34
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series	34
Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder	34
Detecting Anomalous Graphs in Labeled Multi-Graph Databases	33
A Compact Vulnerability Knowledge Graph for Risk Assessment	30
X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining	28
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning	28
StructCoder: Structure-Aware Transformer for Code Generation	26
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey	26
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection	26
Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation	23