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 2022-08-01 to 2026-08-01.)

Article	Citations
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm	40
Score-Based Variational Modeling for Spatiotemporal Forecasting	40
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	39
Graph Convolutional Neural Networks Sensitivity Under Probabilistic Error Model	38
Fully-Distributed Prescribed-Time Consensus of High-Order Integrator Multi-Agent Systems: An Adaptive Protocol With Matching Gain Convergence	38
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	32
A Novel Unified Extended Matrix for Graph Signal Processing: Theory and Application	29
Hierarchical Optimization for Time-Varying Resource Allocation of Networked Uncertain Robotic Agents With Inconstant Parameters	28
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	27
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	27
Multivariate Time Series Forecasting With GARCH Models on Graphs	27
A Generic Framework for Fixed-Time Synchronization of Large Delayed Impulsive Neural Networks	25
Stable Outlier-Robust Signal Recovery Over Networks: A Convex Analytic Approach Using Minimax Concave Loss	24
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	22
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks	22
A Fast Differentially Private Distributed Algorithm Over Unbalanced Directed Networks	21
Remote State Estimation Under DoS Attacks in CPSs With Arbitrary Tree Topology: A Bayesian Stackelberg Game Approach	21
Practical Predefined-Time Synchronization for Complex Networks With Time-Varying Coupling via Intermittent Dynamic Event-Triggered Control	21
Resilient Consensus for Networked Systems with Hidden Nodes and Edges: Detection, Isolation, and Control	21
Game-Theoretic Distributed Empirical Risk Minimization With Strategic Network Design	20
Communication-Efficient Federated Optimization Over Semi-Decentralized Networks	20
Security Dissipative Fuzzy Filtering for Networked Nonlinear Systems With Stochastic Cyber-Attacks	19
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries	19
Unsupervised Spatiotemporal Representation Learning for Sensor Networks with Multiple Information Incompleteness in Open Environments	18
Fast-Converging Distributed Signal Estimation in Topology-Unconstrained Wireless Acoustic Sensor Networks	17

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	17
Multimodal Graph Convolutional Network on Brain Structure and Function in Adolescent Anxiety and Depression	17
Estimation of Relative Kinematic Parameters of an Anchorless Network	16
Exploiting the Structure of Two Graphs With Graph Neural Networks	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
Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method	15
Intermittent Event-Triggered Fixed-Time Containment Control for Disturbed Second-Order Multi-Agent Systems Under DoS Attacks	15
Robust Distributed Predefined-Time Algorithm for Time-Varying Resource Allocation Problem in Multiagent Systems With Disturbances	14
Differentially Privacy-Preserving Weighted Average Consensus via State-Related Dynamic Memory Event-Triggered Mechanism	14
Optimizing Multi-Agent Systems With Uncertain Dynamics: A Finite-Time Adaptive Distributed Approach	13
Online Auditing of Information Flow	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
Discrete-Time Controllability of Cartesian Product Networks	13
Operator Analysis-Based Distributed Quantized Bipartite Learning for Singular Nonlinear Switched Delayed MASs With Self-Learning Input Sharing Under Antagonistic Networks	12
Hierarchical Learning in Distributed Online Markov Games via Partial Cooperation	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	11
Channel Pricing and Sensor Scheduling for Distributed Estimation Based on a Stackelberg Game Framework	11
The Graph Fractional Fourier Transform in Hilbert Space	11
Dynamic Memory Event-Triggered Optimal Secure Consensus Control of Multiple WMRs Under FDI Attacks	11
Distributed Nonsmooth Nonconvex Optimization: Deterministic and Stochastic Zeroth-Order Algorithms With Decaying Step Sizes	10
Fully Distributed Model-Free Flocking of Multiple Euler-Lagrange Systems	10
Diffusion Generalized Kernel Maximum Correntropy Criterion Algorithm With Variable Center: Establishment and Performance Analysis	10
Multi-Agent Bipartite Flocking Control Over Cooperation-Competition Networks With Asynchronous Communications	10
Dual Averaging for Distributed Unbalanced Optimization With Delayed Information	10
Edge-Triggered Leader–Follower Consensus of Multiple Spacecraft Systems With Unknown Disturbances	10
A Graph-Assisted Framework for Multiple Graph Learning	10
Graph Receptive Transformer Encoder for Text Classification	9
Distributed Generalized Nash Equilibria Computation of Noncooperative Games Via Novel Primal-Dual Splitting Algorithms	9
Fixed-Time Synchronization of Leaderless and Leader-Following Multi-Agent Networks With Delayed Impulses	9
Adaptive Joint Estimation of Temporal Vertex and Edge Signals	9
Consecutive and Periodic Intermittent Cluster Synchronization of Positive Complex Networks	9
Protocol-Based Distributed Security Fusion Estimation for Time-Varying Uncertain Systems Over Sensor Networks: Tackling DoS Attacks	9
Dynamic Event-Triggered Fusion Filtering for Multi-Sensor Rectangular Descriptor Systems With Random State Delay	9
A Closed-Form Solution for Graph Signal Separation Based on Smoothness	9
Penalized Likelihood Approach for Graph Learning in the Presence of Outliers	8
Leader-Following Containment Control of Hybrid Fractional-Order Networked Agents With Nonuniform Time Delays	8
Gotta Match 'Em All: Solution Diversification in Graph Matching Matched Filters	8
Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation	8
Distributed Training of Large Graph Neural Networks With Variable Communication Rates	8
The Role of Memory Information in Privacy-Preserving Average Consensus	8
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing	8
Graph Neural Networks Improve Quantized Transformers by Incorporating Global Relationships	8
Variance-Constrained Distributed Filtering Under Limited Bit Rates for Time-Varying Systems	8
BDoG-Net: Algorithm Unrolling for Blind Deconvolution on Graphs	8
Distributed Robust Output-Constrained Control of Unknown Nonlinear Multiagent Systems Under Switching Topologies	7
GGAT: Gravitation-Based Graph Attention Networks	7

Joint Statistical Mask Learning and Distributed Estimation Without Support Priors	7
Bipartite Fault-Tolerant Consensus of Discrete-Time Singular Multi-Agent Systems: An Observer-Based Approach	7
Generalized Simplicial Attention Neural Networks	7
MOLENA: Analyzing the Two-Step Message Flow and Opinion Evolution Process in Social Networks	7
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs	7
RNGCNs: Robust Norm Graph Convolutional Networks in the Presence of Missing Data and Large Noises	7
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	7
Distributed Maximum Correntropy Unscented Kalman Filtering With Linear Encoding-Decoding Mechanism for Sensor Networks Under Non-Gaussian Noise	7
Predefined-Time Distributed Optimization Algorithm for Disturbed MASs With Equality Constraints	7
Shift-invariant spaces, bandlimited spaces and reproducing kernel spaces with shift-invariant kernels on undirected finite graphs	7
Data Representation via Attribute Selection- Propagation Neural Network	7
Mesh-Based Consensus Distributed Particle Filtering for Sensor Networks	6
Secure Observer-Based $H_{\infty }$ Synchronization for Singularly Perturbed Multiweighted Complex Networks With Stochastic Communication Protocol	6
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	6
A Gradient Tracking Protocol for Optimization Over Nabla Fractional Multi-Agent Systems	6
Semantic Joint Source Channel Coding for Distributed Subsurface Imaging in Multi-Agent Systems	6
Preset-Time Robust Multi-Objective Optimization Over Directed Networks Based On Multi-Agent Framework	6
Bipartite Graph Approximation by Eigenvalue Optimization	6
Energy-Efficient Sequential Estimation via Sensor Ordering	6
CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph	6