OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Knowledge Discovery From Data is 28. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Toward Quality of Information Aware Distributed Machine Learning	324
OTM : Efficient k -Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs	247
Detecting Anomalous Graphs in Labeled Multi-Graph Databases	156
Modeling Sequences as Star Graphs to Address Over-Smoothing in Self-Attentive Sequential Recommendation	103
EffCause: Discover Dynamic Causal Relationships Efficiently from Time-Series	94
COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks	84
Same or Different? Diff-Vectors for Authorship Analysis	69
Random Walk Sampling in Social Networks Involving Private Nodes	64
C ³ -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding	53
Parameter-Agnostic Deep Graph Clustering	48
X-FSPMiner: A Novel Algorithm for Frequent Similar Pattern Mining	47
Put Your Voice on Stage: Personalized Headline Generation for News Articles	45
A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection	44
Towards Robust and Interpretable Spatial-Temporal Graph Modeling for Traffic Prediction	44
Privacy-Preserving Representation Learning with Gradient Obfuscation against Attribute Inference for Recommendation	42
HITS-based Propagation Paradigm for Graph Neural Networks	37
Graph-Enhanced Spatial-Temporal Network for Next POI Recommendation	37
Towards Faster Deep Graph Clustering via Efficient Graph Auto-Encoder	35
Self-Supervised Transformer for Sparse and Irregularly Sampled Multivariate Clinical Time-Series	34
In-Processing Modeling Techniques for Machine Learning Fairness: A Survey	32
StructCoder: Structure-Aware Transformer for Code Generation	31
Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering	30
A Compact Vulnerability Knowledge Graph for Risk Assessment	30
Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning	29
A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization	29

Causal Discovery via Causal Star Graphs	29
Graph Domain Adaptation: A Generative View	29
Forecasting Graph-Based Time-Dependent Data with Graph Sequence Attention	28
Utility-Oriented Reranking with Counterfactual Context	28