ACM Transactions on Intelligent Systems and Technology

Papers
(The H4-Index of ACM Transactions on Intelligent Systems and Technology is 32. 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 2021-09-01 to 2025-09-01.)
ArticleCitations
Introduction to the Special Issue on the Federated Learning: Algorithms, Systems, and Applications: Part 11233
Hierarchical Pruning of Deep Ensembles with Focal Diversity440
Robust Learning under Hybrid Noise355
Second-order Confidence Network for Early Classification of Time Series234
Popularity Bias in Correlation Graph-based API Recommendation for Mashup Creation224
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor117
Improving Faithfulness and Factuality with Contrastive Learning in Explainable Recommendation100
Steering-by-example for Progressive Visual Analytics96
Cross-Hierarchical Structure-Detail-Aware Transformer for Single Image Deblurring95
Modeling the Chaotic Semantic States of Generative Artificial Intelligence (AI): A Quantum Mechanics Analogy Approach85
Evaluating Large Language Models as Virtual Annotators for Time-series Physical Sensing Data82
Privacy Preservation for Trajectory Publication Based on Differential Privacy79
Deep Causal Reasoning for Recommendations78
Aspect-Enhanced Explainable Recommendation with Multi-modal Contrastive Learning76
Towards a Greener and Fairer Transportation System: A Survey of Route Recommendation Techniques64
Counter-Samples: A Stateless Strategy to Neutralize Black-Box Adversarial Attacks63
3D-Guided Frontal Face Generation for Pose-Invariant Recognition62
Configure Your Federation: Hierarchical Attention-enhanced Meta-Learning Network for Personalized Federated Learning61
Discovering Causes of Traffic Congestion via Deep Transfer Clustering59
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning56
Prompt-based Masked Language Modeling for Numerical Reasoning50
Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements46
Cost-aware Best Arm Identification in Stochastic Bandits43
Towards Predicting Urban Land Use Changes: A Dynamic Graph Alignment Perspective40
Decentralized Online Learning: Take Benefits from Others’ Data without Sharing Your Own to Track Global Trend40
VesNet: A Vessel Network for Jointly Learning Route Pattern and Future Trajectory36
Generating Daily Activities with Need Dynamics35
AEKG4APT: An AI-Enhanced Knowledge Graph for Advanced Persistent Threats with Large Language Model Analysis34
Cross-Region Graph Convolutional Network with Periodicity Shift Adaptation for Wide-Area SST Prediction33
Cross-User Federated Recommendation Unlearning33
PRO-MTL : Parameterized Route Optimization using Multi-Task Learning33
Reinforcement Learning for Quantitative Trading32
How do Large Language Models understand Genes and Cells32
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