OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Intelligent Systems and Technology is 35. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 1	2386
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor	511
Robust Learning under Hybrid Noise	479
Patch-Level Contrastive Learning for Improved Time Series Classification with Gramian Angular Field	197
Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation	173
Spectraformer: A Unified Random Feature Framework for Transformer	162
Second-order Confidence Network for Early Classification of Time Series	144
Modeling the Chaotic Semantic States of Generative Artificial Intelligence (AI): A Quantum Mechanics Analogy Approach	119
Steering-by-example for Progressive Visual Analytics	117
Hierarchical Pruning of Deep Ensembles with Focal Diversity	101
Deep Causal Reasoning for Recommendations	80
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation	79
Cross-Hierarchical Structure-Detail-Aware Transformer for Single Image Deblurring	79
Evaluating Large Language Models as Virtual Annotators for Time-Series Physical Sensing Data	77
Towards Predicting Urban Land Use Changes: A Dynamic Graph Alignment Perspective	76
Cost-aware Best Arm Identification in Stochastic Bandits	71
Counter-Samples: A Stateless Strategy to Neutralize Black-Box Adversarial Attacks	67
Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning	62
3D-Guided Frontal Face Generation for Pose-Invariant Recognition	61
Discovering Causes of Traffic Congestion via Deep Transfer Clustering	59
Autoregressive STG-based Diffusion Model for Spatiotemporal Trajectory Generation	55
Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements	54
Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend	52
Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques	49
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion	47

Corrigendum: An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes	47
Prompt-based Masked Language Modeling for Numerical Reasoning	45
Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning	44
Fusing Cross-Domain Knowledge from Multimodal Data to Solve Problems in the Physical World	43
PRO-MTL : Parameterized Route Optimization using Multi-Task Learning	38
Reinforcement Learning for Quantitative Trading	38
Cross-User Federated Recommendation Unlearning	36
Treatment Effect Estimation on Networked Observational Data using Disentangled Graph Variational Autoencoder	36
How Do Large Language Models Understand Genes and Cells	35
VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory	35
Introduction to the Special Issue on Transformers	35