OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Signal and Information Processing Over Networks is 6. 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
A Generic Framework for Fixed-Time Synchronization of Large Delayed Impulsive Neural Networks	39
Score-Based Variational Modeling for Spatiotemporal Forecasting	39
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm	35
Multivariate Time Series Forecasting With GARCH Models on Graphs	35
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	35
Graph Convolutional Neural Networks Sensitivity Under Probabilistic Error Model	30
Fully-Distributed Prescribed-Time Consensus of High-Order Integrator Multi-Agent Systems: An Adaptive Protocol With Matching Gain Convergence	27
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	26
Hierarchical Optimization for Time-Varying Resource Allocation of Networked Uncertain Robotic Agents With Inconstant Parameters	25
A Novel Unified Extended Matrix for Graph Signal Processing: Theory and Application	25
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	25
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	23
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries	21
Remote State Estimation Under DoS Attacks in CPSs With Arbitrary Tree Topology: A Bayesian Stackelberg Game Approach	21
Stable Outlier-Robust Signal Recovery Over Networks: A Convex Analytic Approach Using Minimax Concave Loss	21
Security Dissipative Fuzzy Filtering for Networked Nonlinear Systems With Stochastic Cyber-Attacks	20
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	20
Practical Predefined-Time Synchronization for Complex Networks With Time-Varying Coupling via Intermittent Dynamic Event-Triggered Control	20
A Fast Differentially Private Distributed Algorithm Over Unbalanced Directed Networks	20
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks	18
Communication-Efficient Federated Optimization Over Semi-Decentralized Networks	18
Game-Theoretic Distributed Empirical Risk Minimization With Strategic Network Design	18
Joint Design of Sample and Node Weighting for Distributed Ordinal Regression Under Label Noise	17
Online Reinforcement Learning for Model-Free Secure Formation Control Under DoS Attacks	16
Exploiting the Structure of Two Graphs With Graph Neural Networks	16

Multimodal Graph Convolutional Network on Brain Structure and Function in Adolescent Anxiety and Depression	16
ST-DAGCN: Spatial-Temporal Directed Acyclic Graph Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification	16
Rotating Scaled Synchronization of Networked Agent Systems With Hybrid Time Delays	15
Estimation of Relative Kinematic Parameters of an Anchorless Network	15
Optimizing Multi-Agent Systems With Uncertain Dynamics: A Finite-Time Adaptive Distributed Approach	14
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	14
Intermittent Event-Triggered Fixed-Time Containment Control for Disturbed Second-Order Multi-Agent Systems Under DoS Attacks	13
Fast-Converging Distributed Signal Estimation in Topology-Unconstrained Wireless Acoustic Sensor Networks	13
Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method	13
Deep Reinforcement Learning Based Transmission Scheduling for Sensing and Control Coordination	13
Discrete-Time Controllability of Cartesian Product Networks	13
scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation	12
Fault Estimation and Fault-Tolerant Tracking Control for Multi-Agent Systems With Lipschitz Nonlinearities Using Double Periodic Event-Triggered Mechanism	12
The Graph Fractional Fourier Transform in Hilbert Space	12
Online Auditing of Information Flow	12
Dual Averaging for Distributed Unbalanced Optimization With Delayed Information	11
Fully Distributed Model-Free Flocking of Multiple Euler-Lagrange Systems	11
Hierarchical Learning in Distributed Online Markov Games via Partial Cooperation	11
Diffusion Generalized Kernel Maximum Correntropy Criterion Algorithm With Variable Center: Establishment and Performance Analysis	11
Operator Analysis-Based Distributed Quantized Bipartite Learning for Singular Nonlinear Switched Delayed MASs With Self-Learning Input Sharing Under Antagonistic Networks	11
Edge-Triggered Leader–Follower Consensus of Multiple Spacecraft Systems With Unknown Disturbances	10
Distributed Nonsmooth Nonconvex Optimization: Deterministic and Stochastic Zeroth-Order Algorithms With Decaying Step Sizes	10
Channel Pricing and Sensor Scheduling for Distributed Estimation Based on a Stackelberg Game Framework	10
Dynamic Memory Event-Triggered Optimal Secure Consensus Control of Multiple WMRs Under FDI Attacks	10
Consecutive and Periodic Intermittent Cluster Synchronization of Positive Complex Networks	10
Multi-Agent Bipartite Flocking Control Over Cooperation-Competition Networks With Asynchronous Communications	10
A Closed-Form Solution for Graph Signal Separation Based on Smoothness	10
Adaptive Joint Estimation of Temporal Vertex and Edge Signals	9
A Graph-Assisted Framework for Multiple Graph Learning	9
Dynamic Event-Triggered Fusion Filtering for Multi-Sensor Rectangular Descriptor Systems With Random State Delay	9
Fixed-Time Synchronization of Leaderless and Leader-Following Multi-Agent Networks With Delayed Impulses	8
Penalized Likelihood Approach for Graph Learning in the Presence of Outliers	8
Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation	8
Graph Receptive Transformer Encoder for Text Classification	8
Distributed Generalized Nash Equilibria Computation of Noncooperative Games Via Novel Primal-Dual Splitting Algorithms	8
Leader-Following Containment Control of Hybrid Fractional-Order Networked Agents With Nonuniform Time Delays	8
Protocol-Based Distributed Security Fusion Estimation for Time-Varying Uncertain Systems Over Sensor Networks: Tackling DoS Attacks	8
Graph Neural Networks Improve Quantized Transformers by Incorporating Global Relationships	8
Distributed Training of Large Graph Neural Networks With Variable Communication Rates	8
MOLENA: Analyzing the Two-Step Message Flow and Opinion Evolution Process in Social Networks	7
Variance-Constrained Distributed Filtering Under Limited Bit Rates for Time-Varying Systems	7
BDoG-Net: Algorithm Unrolling for Blind Deconvolution on Graphs	7
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs	7
Predefined-Time Distributed Optimization Algorithm for Disturbed MASs With Equality Constraints	7
Gotta Match 'Em All: Solution Diversification in Graph Matching Matched Filters	7
Generalized Simplicial Attention Neural Networks	7
Distributed Robust Output-Constrained Control of Unknown Nonlinear Multiagent Systems Under Switching Topologies	7
GGAT: Gravitation-Based Graph Attention Networks	7
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing	7
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	7

Secure Observer-Based $H_{\infty }$ Synchronization for Singularly Perturbed Multiweighted Complex Networks With Stochastic Communication Protocol	6
A Gradient Tracking Protocol for Optimization Over Nabla Fractional Multi-Agent Systems	6
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	6
Joint Statistical Mask Learning and Distributed Estimation Without Support Priors	6
Data Representation via Attribute Selection- Propagation Neural Network	6
Bipartite Fault-Tolerant Consensus of Discrete-Time Singular Multi-Agent Systems: An Observer-Based Approach	6
Mesh-Based Consensus Distributed Particle Filtering for Sensor Networks	6
RNGCNs: Robust Norm Graph Convolutional Networks in the Presence of Missing Data and Large Noises	6
Bipartite Graph Approximation by Eigenvalue Optimization	6
Preset-Time Robust Multi-Objective Optimization Over Directed Networks Based On Multi-Agent Framework	6
CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph	6