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 2022-05-01 to 2026-05-01.)

Article	Citations
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1	2280
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor	493
Robust Learning under Hybrid Noise	449
Modeling the Chaotic Semantic States of Generative Artificial Intelligence (AI): A Quantum Mechanics Analogy Approach	447
Steering-by-example for Progressive Visual Analytics	188
Evaluating Large Language Models as Virtual Annotators for Time-Series Physical Sensing Data	170
Cross-Hierarchical Structure-Detail-Aware Transformer for Single Image Deblurring	158
Second-order Confidence Network for Early Classification of Time Series	138
Spectraformer: A Unified Random Feature Framework for Transformer	117
Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation	117
Deep Causal Reasoning for Recommendations	108
Patch-Level Contrastive Learning for Improved Time Series Classification with Gramian Angular Field	96
Hierarchical Pruning of Deep Ensembles with Focal Diversity	79
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation	79
Towards Predicting Urban Land Use Changes: A Dynamic Graph Alignment Perspective	78
Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend	75
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion	74
Counter-Samples: A Stateless Strategy to Neutralize Black-Box Adversarial Attacks	73
Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements	66
3D-Guided Frontal Face Generation for Pose-Invariant Recognition	60
Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning	60
Discovering Causes of Traffic Congestion via Deep Transfer Clustering	59
Corrigendum: An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes	54
Autoregressive STG-based Diffusion Model for Spatiotemporal Trajectory Generation	54
Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques	51

Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning	50
Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World	48
Prompt-based Masked Language Modeling for Numerical Reasoning	47
Cost-aware Best Arm Identification in Stochastic Bandits	47
PRO-MTL : Parameterized Route Optimization using Multi-Task Learning	43
Cross-User Federated Recommendation Unlearning	43
Introduction to the Special Issue on Transformers	41
How Do Large Language Models Understand Genes and Cells	40
AEKG4APT: An AI-Enhanced Knowledge Graph for Advanced Persistent Threats with Large Language Model Analysis	38
Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction	37
Generating Daily Activities with Need Dynamics	36
VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory	36