OOIR: Observatory of International Research

Papers

(The H4-Index of ACM Transactions on Intelligent Systems and Technology is 28. 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 2021-04-01 to 2025-04-01.)

Article	Citations
Modeling N-ary Relational Knowledge Bases with Tensor Decomposition	651
Alleviating Confirmation Bias in Learning with Noisy Labels via Two-Network Collaboration	381
Predicting Citywide Crowd Dynamics at Big Events: A Deep Learning System	285
Deep Learning Inferencing with High-performance Hardware Accelerators	172
Preface to Federated Learning: Algorithms, Systems, and Applications: Part 2	114
Internal Rehearsals for a Reconfigurable Robot to Improve Area Coverage Performance	87
Dynamic Weights and Prior Reward in Policy Fusion for Compound Agent Learning	72
INN: An Interpretable Neural Network for AI Incubation in Manufacturing	63
Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning	62
Crowd Flow Prediction for Irregular Regions with Semantic Graph Attention Network	62
Mitigating Recommendation Biases via Group-Alignment and Global-Uniformity in Representation Learning	62
MC ² : Unsupervised Multiple Social Network Alignment	57
Improved Fake Reviews Detection Model Based on Vertical Ensemble Tri-Training and Active Learning	54
Robust Learning under Hybrid Noise	52
Robust Structure-Aware Graph-based Semi-Supervised Learning: Batch and Recursive Processing	52
Mobility Inference on Long-Tailed Sparse Trajectory	49
Integrating Algorithmic Sampling-Based Motion Planning with Learning in Autonomous Driving	47
Analysing the Predictability of Language Model Performance	44
From Representation to Response: Assessing the Alignment of Large Language Models with Human Judgment Patterns	44
Saliency Attack: Towards Imperceptible Black-box Adversarial Attack	38
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining	37
Instant Basketball Defensive Trajectory Generation	32
One-step Multi-view Clustering with Consensus Graph and Data Representation Convolution	31
Hierarchical Pruning of Deep Ensembles with Focal Diversity	30
Deep Causal Reasoning for Recommendations	29

Self-supervised Bipartite Graph Representation Learning: A Dirichlet Max-margin Matrix Factorization Approach	29
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation	29
Privacy Preservation for Trajectory Publication Based on Differential Privacy	28