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 2021-09-01 to 2025-09-01.)

Article	Citations
Toward Quality of Information Aware Distributed Machine Learning	254
Parameter-Agnostic Deep Graph Clustering	192
Graph Community Infomax	136
Same or Different? Diff-Vectors for Authorship Analysis	79
Causal Discovery via Causal Star Graphs	70
COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks	69
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series	62
HITS-based Propagation Paradigm for Graph Neural Networks	60
Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder	44
Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive Sequential Recommendation	41
OTM : Efficient k -Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs	40
Detecting Anomalous Graphs in Labeled Multi-Graph Databases	38
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	37
X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining	36
StructCoder: Structure-Aware Transformer for Code Generation	34
Graph Domain Adaptation: A Generative View	33
A Compact Vulnerability Knowledge Graph for Risk Assessment	31
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection	30
A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization	28
Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation	27
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning	26
Put Your Voice on Stage: Personalized Headline Generation for News Articles	26
Random Walk Sampling in Social Networks Involving Private Nodes	24
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey	24
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series	24