OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Network Science and Engineering is 61. 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
Efficient Federated Learning in Wireless Networks with Incremental Model Quantization and Uploading	249
Knowledge Efficient Federated Continual Learning for Industrial Edge Systems	205
Matching as You Want: A Decentralized, Flexible, and Efficient Realization for Crowdsourcing With Dual-Side Privacy	201
FlexRout: Dynamic Routing in Blockchain Networks	196
Weighted Average Consensus Algorithms in Distributed and Federated Learning	191
Fairness-Aware Multi-Server Federated Learning Task Delegation Over Wireless Networks	153
Optimizing Sustainable Mobility Interventions for Efficient Epidemic Containment	149
Stochastic Event-Triggered Feedback Physical Watermarks Against Replay Attacks	146
AI-Based E2E Resilient and Proactive Resource Management in Slice-Enabled 6G Networks	144
Multi-Agent DRL-Based Large-Scale Heterogeneous Task Offloading for Dynamic IoT Systems	144
Intra-QLAN Connectivity via Graph States: Beyond the Physical Topology	135
Enhancing Graph Structure Learning Via Motif-Driven Hypergraph Construction	131
PCA: Semi-Supervised Segmentation with Patch Confidence Adversarial Training	129
Distributed Guaranteed-Performance Consensus of Networked Systems Without Involving the Feasibility Condition: A Hierarchical Algorithm	127
2022 Index IEEE Transactions on Network Science and Engineering Vol. 9	124
Reemergence Modeling of Intelligent Information Diffusion in Heterogeneous Social Networks: The Dynamics Perspective	119
Fully-Echoed Q-Routing With Simulated Annealing Inference for Flying Adhoc Networks	117
Measuring Quadrangle Formation in Complex Networks	116
Guest Editorial Introduction to the Special Section on Blockchain in Future Networks and Vertical Industries	116
An Event-Triggered Approach for Gradient Tracking in Consensus-Based Distributed Optimization	112
A Performance-Optimized Consensus Mechanism for Consortium Blockchains Consisting of Trust-Varying Nodes	111
A Quantum Safe Mutual Authentication Protocol for Smart Meter Communications With Experimental Evaluation	109
Auto-FERNet: A Facial Expression Recognition Network With Architecture Search	108
Learning Concept Interestingness for Identifying Key Structures From Social Networks	107
MBCSD-IoT: A Multi-Level Blockchain-Assisted SDN-Based IoT Architecture for Secured E-Voting System	104

Generating Temporal Contact Graphs Using Random Walkers	99
Network Traffic Matrix Estimation Based on Link Loads Sampling	97
Secure State Estimation for Multi-Sensor Cyber-Physical Systems Using Virtual Sensor and Deep Reinforcement Learning Under Multiple Attacks on Major Sensor	96
Table of Content	93
Adjustable Robust Low-Carbon Unit Commitment With Nonanticipativity by Linear Programming	92
Performance Analysis of Cache-Enabled Handover Management for Vehicular Networks	90
Guest Editorial Introduction to the Special Section on Computational Intelligence and Advanced Learning for Next-Generation Industrial IoT	88
Dynamical Control Domain Division for Software-Defined Satellite-Ground Integrated Vehicular Networks	88
Ego-Aware Graph Neural Network	84
Integrating Blockchain With Artificial Intelligence for Privacy-Preserving Recommender Systems	83
Digital Twin Enabled Task Offloading for IoVs: A Learning-Based Approach	83
Congestion-Aware Scheduling for Software-Defined SAG Networks	80
The Laplacian Spectrum of Large Graphs Sampled From Graphons	80
Differentially Private Top-$k$ Flows Estimation Mechanism in Network Traffic	78
A Lightweight Mutual Privacy Preserving $k$-Means Clustering in Industrial IoT	76
Towards Dynamic Request Updating With Elastic Scheduling for Multi-Tenant Cloud-Based Data Center Network	75
Tie-Decay Networks in Continuous Time and Eigenvector-Based Centralities	75
Null Model-Based Data Augmentation for Graph Classification	75
UAV T-YOLO-Rice: An Enhanced Tiny Yolo Networks for Rice Leaves Diseases Detection in Paddy Agronomy	73
Epidemic Spreading on Directed Networks and Twitter Cascades	70
Learning Large Electrical Loads via Flexible Contracts With Commitment	68
Distributed Learning of Unknown Games for HetNet Selection	67
Structural Stability of a Family of Spatial Group Formation Games	65
CS-Sketch: Compressive Sensing Enhanced Sketch for Full Traffic Measurement	65
Spot Electricity Market Design Considering Carbon Emissions for a Power System With a High Penetration of Renewable Energy Generation	64
Hierarchical Scheduling Mechanism Based on Relaxed Constraints for Complex Industrial Scenes	64
Observer-Based Output Consensus Control Scheme for Strict-Feedback Nonlinear Multi-Agent Systems With Disturbances	64
Network Modeling of Consumers' Selection of Providers Based on Online Reviews	63
Behavioral Information Diffusion for Opinion Maximization in Online Social Networks	63
Leaderless Consensus for Second-Order Inertia Uncertain Multi-Agent Systems Under Directed Graphs Without Relative Velocity Information	62
Collaborative Defense Against Hybrid Network Attacks by SDN Controllers and P4 Switches	62
LinkGuard: Link Flooding Attack Detection and Mitigation via Spatio-Temporal Graph Convolutional Network	62
Secure Decentralized Aggregation to Prevent Membership Privacy Leakage in Edge-Based Federated Learning	62
A Backpropagation Algorithm for Inferring Disentagled Nodal Dynamics and Connectivity Structure of Dynamical Networks	61
Task Allocation With Minimum Requirements for Multiple Mobile Robot Systems: A Game-Theoretical Approach	61
Safety-Critical Containment Control for Multi-Agent Systems With Communication Delays	61