OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Intelligent Systems and Technology is 36. 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
Hierarchical Pruning of Deep Ensembles with Focal Diversity	1777
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1	428
Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation	347
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor	272
Robust Learning under Hybrid Noise	198
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation	142
Modeling the Chaotic Semantic States of Generative Artificial Intelligence (AI): A Quantum Mechanics Analogy Approach	140
Steering-by-example for Progressive Visual Analytics	138
Spectraformer: A Unified Random Feature Framework for Transformer	115
Second-order Confidence Network for Early Classification of Time Series	104
Evaluating Large Language Models as Virtual Annotators for Time-Series Physical Sensing Data	99
Cross-Hierarchical Structure-Detail-Aware Transformer for Single Image Deblurring	98
Deep Causal Reasoning for Recommendations	91
Patch-Level Contrastive Learning for Improved Time Series Classification with Gramian Angular Field	87
Privacy Preservation for Trajectory Publication Based on Differential Privacy	74
Towards Predicting Urban Land Use Changes: A Dynamic Graph Alignment Perspective	73
Cost-aware Best Arm Identification in Stochastic Bandits	72
Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend	69
Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements	60
Counter-Samples: A Stateless Strategy to Neutralize Black-Box Adversarial Attacks	57
Prompt-based Masked Language Modeling for Numerical Reasoning	51
3D-Guided Frontal Face Generation for Pose-Invariant Recognition	50
Discovering Causes of Traffic Congestion via Deep Transfer Clustering	49
Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World	48
Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques	46

Corrigendum: An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes	45
Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning	42
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion	40
Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning	40
PRO-MTL : Parameterized Route Optimization using Multi-Task Learning	39
Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction	38
Cross-User Federated Recommendation Unlearning	38
How Do Large Language Models Understand Genes and Cells	37
Generating Daily Activities with Need Dynamics	37
AEKG4APT: An AI-Enhanced Knowledge Graph for Advanced Persistent Threats with Large Language Model Analysis	36
VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory	36
Reinforcement Learning for Quantitative Trading	36