OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Knowledge Discovery From Data is 29. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Toward Quality of Information Aware Distributed Machine Learning	403
Detecting Anomalous Graphs in Labeled Multi-Graph Databases	301
Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive Sequential Recommendation	175
Random Walk Sampling in Social Networks Involving Private Nodes	115
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	104
Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder	97
Put Your Voice on Stage: Personalized Headline Generation for News Articles	82
Causal Discovery via Causal Star Graphs	71
Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction	62
StructCoder: Structure-Aware Transformer for Code Generation	52
Parameter-Agnostic Deep Graph Clustering	50
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series	49
Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering	48
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey	42
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection	41
Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation	41
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series	38
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning	38
X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining	37
A Compact Vulnerability Knowledge Graph for Risk Assessment	37
COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks	35
Privacy-Preserving Representation Learning with Gradient Obfuscation against Attribute Inference for Recommendation	34
HITS-based Propagation Paradigm for Graph Neural Networks	33
OTM : Efficient k -Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs	33
Same or Different? Diff-Vectors for Authorship Analysis	32

A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization	32
Graph Domain Adaptation: A Generative View	31
Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention	30
Tri-perspective Multi-view Classification	29
Heterogeneous Hyperbolic Hypergraph Neural Network for Friend Recommendation in Location-based Social Networks	29