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 2022-05-01 to 2026-05-01.)

Article	Citations
Score-Based Variational Modeling for Spatiotemporal Forecasting	39
A Generic Framework for Fixed-Time Synchronization of Large Delayed Impulsive Neural Networks	37
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm	34
A Novel Unified Extended Matrix for Graph Signal Processing: Theory and Application	33
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	33
Fully-Distributed Prescribed-Time Consensus of High-Order Integrator Multi-Agent Systems: An Adaptive Protocol With Matching Gain Convergence	30
Hierarchical Optimization for Time-Varying Resource Allocation of Networked Uncertain Robotic Agents With Inconstant Parameters	27
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	26
Graph Convolutional Neural Networks Sensitivity Under Probabilistic Error Model	25
Multivariate Time Series Forecasting With GARCH Models on Graphs	24
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	24
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	23
Stable Outlier-Robust Signal Recovery Over Networks: A Convex Analytic Approach Using Minimax Concave Loss	21
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	20
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries	20
Security Dissipative Fuzzy Filtering for Networked Nonlinear Systems With Stochastic Cyber-Attacks	20
Communication-Efficient Federated Optimization Over Semi-Decentralized Networks	20
Practical Predefined-Time Synchronization for Complex Networks With Time-Varying Coupling via Intermittent Dynamic Event-Triggered Control	20
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks	19
Game-Theoretic Distributed Empirical Risk Minimization With Strategic Network Design	18
Remote State Estimation Under DoS Attacks in CPSs With Arbitrary Tree Topology: A Bayesian Stackelberg Game Approach	17
Joint Design of Sample and Node Weighting for Distributed Ordinal Regression Under Label Noise	17
Multimodal Graph Convolutional Network on Brain Structure and Function in Adolescent Anxiety and Depression	16
Online Reinforcement Learning for Model-Free Secure Formation Control Under DoS Attacks	16
Exploiting the Structure of Two Graphs With Graph Neural Networks	16

Optimizing Multi-Agent Systems With Uncertain Dynamics: A Finite-Time Adaptive Distributed Approach	16
ST-DAGCN: Spatial-Temporal Directed Acyclic Graph Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification	15
Estimation of Relative Kinematic Parameters of an Anchorless Network	15
Rotating Scaled Synchronization of Networked Agent Systems With Hybrid Time Delays	14
Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method	14
Discrete-Time Controllability of Cartesian Product Networks	14
Operator Analysis-Based Distributed Quantized Bipartite Learning for Singular Nonlinear Switched Delayed MASs With Self-Learning Input Sharing Under Antagonistic Networks	13
Fast-Converging Distributed Signal Estimation in Topology-Unconstrained Wireless Acoustic Sensor Networks	13
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	13
scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation	13
The Graph Fractional Fourier Transform in Hilbert Space	12
Online Auditing of Information Flow	12
Fault Estimation and Fault-Tolerant Tracking Control for Multi-Agent Systems With Lipschitz Nonlinearities Using Double Periodic Event-Triggered Mechanism	12
Deep Reinforcement Learning Based Transmission Scheduling for Sensing and Control Coordination	12
Distributed Nonsmooth Nonconvex Optimization: Deterministic and Stochastic Zeroth-Order Algorithms with Decaying Step Sizes	11
Hierarchical Learning in Distributed Online Markov Games via Partial Cooperation	11
Dual Averaging for Distributed Unbalanced Optimization With Delayed Information	10
Edge-Triggered Leader–Follower Consensus of Multiple Spacecraft Systems With Unknown Disturbances	10
Dynamic Memory Event-Triggered Optimal Secure Consensus Control of Multiple WMRs Under FDI Attacks	10
Diffusion Generalized Kernel Maximum Correntropy Criterion Algorithm With Variable Center: Establishment and Performance Analysis	10
Fully Distributed Model-Free Flocking of Multiple Euler-Lagrange Systems	10
Channel Pricing and Sensor Scheduling for Distributed Estimation Based on a Stackelberg Game Framework	10
Multi-Agent Bipartite Flocking Control Over Cooperation-Competition Networks With Asynchronous Communications	10
Dynamic Event-Triggered Fusion Filtering for Multi-Sensor Rectangular Descriptor Systems With Random State Delay	9
Consecutive and Periodic Intermittent Cluster Synchronization of Positive Complex Networks	9
A Closed-Form Solution for Graph Signal Separation Based on Smoothness	9
Protocol-Based Distributed Security Fusion Estimation for Time-Varying Uncertain Systems Over Sensor Networks: Tackling DoS Attacks	9
Distributed Generalized Nash Equilibria Computation of Noncooperative Games Via Novel Primal-Dual Splitting Algorithms	9
A Graph-Assisted Framework for Multiple Graph Learning	8
Penalized Likelihood Approach for Graph Learning in the Presence of Outliers	8
Variance-Constrained Distributed Filtering Under Limited Bit Rates for Time-Varying Systems	8
Fixed-Time Synchronization of Leaderless and Leader-Following Multi-Agent Networks With Delayed Impulses	8
Adaptive Joint Estimation of Temporal Vertex and Edge Signals	8
Distributed Training of Large Graph Neural Networks With Variable Communication Rates	8
Graph Receptive Transformer Encoder for Text Classification	8
Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation	8
Gotta Match 'Em All: Solution Diversification in Graph Matching Matched Filters	7
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	7
Distributed Robust Output-Constrained Control of Unknown Nonlinear Multiagent Systems Under Switching Topologies	7
Leader-Following Containment Control of Hybrid Fractional-Order Networked Agents With Nonuniform Time Delays	7
BDoG-Net: Algorithm Unrolling for Blind Deconvolution on Graphs	7
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs	7
Generalized Simplicial Attention Neural Networks	7
Graph Neural Networks Improve Quantized Transformers by Incorporating Global Relationships	7
GGAT: Gravitation-Based Graph Attention Networks	7
MOLENA: Analyzing the Two-Step Message Flow and Opinion Evolution Process in Social Networks	7
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing	7
A Gradient Tracking Protocol for Optimization Over Nabla Fractional Multi-Agent Systems	6
Joint Statistical Mask Learning and Distributed Estimation Without Support Priors	6
Data Representation via Attribute Selection- Propagation Neural Network	6

Bipartite Graph Approximation by Eigenvalue Optimization	6
Distributed Optimization of Heterogeneous Linear Multi-Agent Systems With Unknown Disturbances and Optimal Gain Tuning	6
Secure Observer-Based $H_{\infty }$ Synchronization for Singularly Perturbed Multiweighted Complex Networks With Stochastic Communication Protocol	6
Mesh-Based Consensus Distributed Particle Filtering for Sensor Networks	6
Preset-Time Robust Multi-Objective Optimization Over Directed Networks Based On Multi-Agent Framework	6
Decentralized Eigendecomposition for Online Learning Over Graphs With Applications	6
Predefined-Time Distributed Optimization Algorithm for Disturbed MASs With Equality Constraints	6
RNGCNs: Robust Norm Graph Convolutional Networks in the Presence of Missing Data and Large Noises	6
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	6
Bipartite Fault-Tolerant Consensus of Discrete-Time Singular Multi-Agent Systems: An Observer-Based Approach	6