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 2022-08-01 to 2026-08-01.)

Article	Citations
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1	2638
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor	662
Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation	542
Modeling the Chaotic Semantic States of Generative Artificial Intelligence (AI): A Quantum Mechanics Analogy Approach	218
Steering-by-example for Progressive Visual Analytics	195
Hierarchical Pruning of Deep Ensembles with Focal Diversity	172
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation	151
Deep Causal Reasoning for Recommendations	129
Spectraformer: A Unified Random Feature Framework for Transformer	124
Leveraging Large Language Models for Generating Research Topic Ontologies: A Multi-Disciplinary Study	116
Evaluating Large Language Models as Virtual Annotators for Time-Series Physical Sensing Data	94
Patch-Level Contrastive Learning for Improved Time Series Classification with Gramian Angular Field	94
Robust Learning under Hybrid Noise	92
Empowering Job Recommendation with Large Language Models: A Generative and Attentive Approach	85
Second-order Confidence Network for Early Classification of Time Series	83
Towards Predicting Urban Land Use Changes: A Dynamic Graph Alignment Perspective	82
Cross-Hierarchical Structure-Detail-Aware Transformer for Single Image Deblurring	82
Counter-Samples: A Stateless Strategy to Neutralize Black-Box Adversarial Attacks	75
3D-Guided Frontal Face Generation for Pose-Invariant Recognition	72
Discovering Causes of Traffic Congestion via Deep Transfer Clustering	66
Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend	64
Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques	56
Corrigendum: An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes	49
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion	49
Prompt-based Masked Language Modeling for Numerical Reasoning	48

Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning	47
Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning	45
Cost-aware Best Arm Identification in Stochastic Bandits	45
Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements	43
Autoregressive STG-based Diffusion Model for Spatiotemporal Trajectory Generation	43
UEnhancer: Spatially Enriched Transformer with Dual-color Information for Underwater Image Enhancement	41
Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World	40
PRO-MTL : Parameterized Route Optimization using Multi-Task Learning	38
Introduction to the Special Issue on Transformers	37
Treatment Effect Estimation on Networked Observational Data Using Disentangled Graph Variational Autoencoder	37
How Do Large Language Models Understand Genes and Cells	37
VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory	36