IEEE Transactions on Signal and Information Processing Over Networks

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
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	33
A Novel Unified Extended Matrix for Graph Signal Processing: Theory and Application	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
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	24
Multivariate Time Series Forecasting With GARCH Models on Graphs	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
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
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	20
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries	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
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
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
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
Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method	14
Discrete-Time Controllability of Cartesian Product Networks	14
Rotating Scaled Synchronization of Networked Agent Systems With Hybrid Time Delays	14
scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation	13
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
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
The Graph Fractional Fourier Transform in Hilbert Space	12
Online Auditing of Information Flow	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
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
Dual Averaging for Distributed Unbalanced Optimization With Delayed Information	10
Edge-Triggered Leader–Follower Consensus of Multiple Spacecraft Systems With Unknown Disturbances	10
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
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
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
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
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
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
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
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
CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph	5
Encoding-Decoding-Based Distributed Fusion Filtering for Multi-Rate Nonlinear Systems With Sensor Resolutions	5
Resilient Output Containment of Heterogeneous Multi-Agent Systems Against Byzantine Attacks	5
A Distributed Online Learning Method Over Time-Varying Unbalanced Directed Graphs via Improved Regret Analysis	5
Ego Attention Network: Local Awareness Boosts Graph Attention for Graph Representation Learning	5
Energy-Efficient Sequential Estimation Via Sensor Ordering	5
A Distributed Consensus Controller With Indirect State Interaction for Multi-Agent Systems in the Port-Hamiltonian Framework	5
Kernel-Based Multilayer Graph Signal Recovery via Median Truncation of Gradient Descent	5
Distributed Optimisation With Linear Equality and Inequality Constraints Using PDMM	5
Multi-Sensor Distributed Fusion Estimation for $\mathbb {T}_{k}$-Proper Factorizable Signals in Sensor Networks With Fading Measurements	5
Online Smooth Graph Learning From Incomplete Data	5
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications	4
Distributed Multi-Task Learning for Stochastic Bandits With Context Distribution and Stage-Wise Constraints	4
A Novel Spectral Graph Distance Measure and Its Applications in Biomedical Signal Processing	4
Sensor-Fault Detection, Isolation and Accommodation for Natural-Gas Pipelines Under Transient Flow	4
Distributed Optimization Algorithm for the Economic Dispatch Problem Over Delayed Communication Network	4
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach	4
Inhomogeneous Graph Trend Filtering via a $\ell _{2,0}$-Norm Cardinality Penalty	4
Distributed Zeroth-Order Gradient Tracking for Weakly Convex Optimization Over Unbalanced Graphs	4
Fully Distributed Game Strategy for Second-Order Players and Its Application to Networked Electricity Markets	4
Consensus Analysis for Cooperative-Competitive Multiagent Systems Under False Data Injection Attacks via Dynamic Event-Triggered Observers	3
Unifying Epidemic Models With Mixtures	3
An ADMM-Based Approach to Quadratically-Regularized Distributed Optimal Transport on Graphs	3
State Estimation for Discrete-Time Complex Networks With Time-Varying Outer Coupling and Uncertain Inner Coupling: A Distributed Method	3
IEEE Signal Processing Society Information	3
Adaptive Fault-Tolerant Affine Formation Maneuver Control of Disturbed High-Order Multi-Agent Systems Over Directed Networks	3
Byzantine-Robust Distributed Learning With Compression	3
Multi-Rate Sampled-Data Secure Fusion Estimation Against Malicious Hybrid Attacks	3
Robust Online Modeling of Counts in Agent Networks	3
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data	3
Distributed Composite Regularization via Dual-Layer Consensus Optimization	3
Geometric Methods for Resilient Aggregation and Safe Point Computation in Adversarial Multiagent Networks With Imprecise Data	3
Stability of Aggregation Graph Neural Networks	3
Variable Step-Size Diffusion Bias-Compensated APV Algorithm Over Networks	3
Tensor-Derived Large-Scale Multi-View Subspace Clustering With Faithful Semantics	3
Graph Wedgelets: Adaptive Data Compression on Graphs Based on Binary Wedge Partitioning Trees and Geometric Wavelets	3
Directed Graph Learning via Smooth Signals and Directional Flow	3
Temporal Multiple Rotation Averaging on a Distributed Dynamic Network	3
Subset Random Sampling and Reconstruction of Finite Time-Vertex Graph Signals	3
Two-timescale Adaptive Dynamic Event-triggered Control of Multi-agent Systems via a Singular Perturbation Approach	3
Distributed Event-Triggered Fault-Tolerant Consensus Control of Multi-Agent Systems Under DoS Attacks	3
Distributed Sequential State Estimation Over Binary Sensor Networks With Inaccurate Process Noise Covariance: A Variational Bayesian Framework	2
Vertex-Frequency Analysis of Brain Networks: Unveiling the Connection Between Structure-Function Coupling and Cognitive Ability	2
Full-Agent Connectivity-Preserving Secure Strategy Under Multi-Frequency Deception Attacks	2
Dynamic Event-Triggering Resilient Coordination for Time-Varying Heterogeneous Networks	2
Learning General Brain Network Representations of Different Brain Disorders Using Invariant Subgraph GNN	2
Strong Convergence of a Random Actions Model in Opinion Dynamics	2
Graph Distributional Signals for Regularization in Graph Neural Networks	2
Performance Analysis of Smart Grid Wide Area Network With RIS Assisted Three Hop System	2
Efficient Implementation of Truncated Frobenius Norm Minimization for Latent Low-Rank Representation	2
Fast Kernel-Based Sampling of Graph Signals Using Localized Graph Filter Impulse Responses	2
A Multi-View Rumor Detection Framework Using Dynamic Propagation Structure, Interaction Network, and Content	2
Distributed Nash Equilibrium Seeking for Nonlinear Players With Input Delay	2
Optimized Distributed Filtering for Time-Varying Saturated Stochastic Systems With Energy Harvesting Sensors Over Sensor Networks	2
Resilient Distributed Optimization Algorithm With Fixed Step Size Against Malicious Attacks	2
Algorithm Unrolling-Based Denoising of Multimodal Graph Signals	2
Bipartite Consensus for Takagi-Sugeno Fuzzy Uncertain Multi-Agent Systems With Gain Fluctuations	2
Adaptive Event-Triggered Output Synchronization of Heterogeneous Multiagent Systems: A Model-Free Reinforcement Learning Approach	2
Pointwise Mutual Information-Induced Nonnegative Matrix Tri-Factorization With Hypergraph Regularization for Overlapping Community Detection	2
Probability-Constrained Distributed Non-Fragile Estimation Over Sensor Networks Subject to Stochastic Communication Protocol	2
A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity	2
Finite-Time Distributed Filtering for Multi-Rate Nonlinear Systems Suffering From Denial-of-Service Attacks: A Binary Encoding Scheme	2
Distributed Adaptive Signal Fusion for Fractional Programs	2
Fuzzy Aggregation and Label Propagation Based Social Community Detection Using Cuckoo Search	2
Probability-Guaranteed Distributed Estimation for Two-Dimensional Systems Under Stochastic Access Protocol	2
A Linearly Convergent Optimization Framework for Learning Graphs From Smooth Signals	2
A Fixed-Time Convergent Distributed Algorithm for Time-Varying Optimal Resource Allocation Problem	2
Distributed Proximal Alternating Direction Method of Multipliers for Constrained Composite Optimization Over Directed Networks	2
CoRNI: A Co-Evolutionary Framework Integrating Reputation and Network Structure for Modeling Social Influence Dynamics	2
Distributed Linear Network Operators Based on Successive Graph Shift Matrices	1

Memory-Based Accelerated Consensus for Second-Order Multi-Agent Systems With Delay	1
Learning Networks From Wide-Sense Stationary Stochastic Processes	1
Two-View and Multi-View Tensor Canonical Correlation Analysis Over Graphs	1
Distributed Control in Uncertain Nonlinear Multiagent Systems Under Event-Triggered Communication and General Directed Graphs	1
Sequence-Based Group Consensus for Heterogeneous Multi-Agent Systems	1
Data-Driven Containment Control for Nonlinear Multi-Agent Systems Under DoS Attacks and Actuator Faults	1
Message Passing-Based 9-D Cooperative Localization and Navigation With Embedded Particle Flow	1
Mixed Static-Dynamic Protocol-Based Tobit Recursive Filtering for Stochastic Nonlinear Systems Against Random False Data Injection Attacks	1
Graph Laplacian Learning With Exponential Family Noise	1
Personalized Graph Federated Learning With Differential Privacy	1
Secure Event-Triggered Consensus Control of Multi-Agent Systems Under Hybrid Cyber Attacks	1
Distributed Fusion With Unknown Inputs Under Bandwidth-Aware Event-Triggered Mechanisms: Monotonicity and Boundedness	1
Event-Triggered Distributed Cubature Kalman Filtering Algorithm With Stealthy Attacks Over Sensor Networks	1
Reinforcement Learning-Based Event-Triggered Constrained Containment Control for Perturbed Multiagent Systems	1
Communication-Efficient and Privacy-Aware Distributed Learning	1
Distributed Model-Free Adaptive Predictive Control for MIMO Multi-Agent Systems With Deception Attack	1
Gradient-Based Spectral Embeddings of Random Dot Product Graphs	1
Distributed Constrained Optimization Algorithm for Higher-Order Multi-Agent Systems	1
Improved Diffusion Recursive Least Squares for Graph Signal Estimation on Distributed Network	1
Event-Triggered Adaptive Tracking Control for Multi-Agent Systems With Multiple Uncertainties	1
Optimization Based Sensor Placement for Multi-Target Localization With Coupling Sensor Clusters	1
Adaptive Event-Triggered State Estimation for Nonlinear Complex Networks With Uncertain Coupling Strengths and Data Integrity Attacks	1
Detection and Recovery of Hidden Submatrices	1
R-FAST: Robust Fully-Asynchronous Stochastic Gradient Tracking Over General Topology	1
Learning Optimal Graph Filters for Clustering of Attributed Graphs	1
Dual-Protection Method Against Eavesdroppers for Distributed State Estimation	1
Robust LOS Identification for Passive Multi-Target Localization in Multipath Obstructed Environments	1
Remote State Estimation With Quantized Communication Against Markov Tampering Attack	1
Causal Inference From Slowly Varying Nonstationary Processes	1
DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks With Graph Neural Networks	1
Dynamic Quantized Event-Triggered Predictive Control for Networked Control Systems With DoS Attacks: A Hybrid System Approach	1
Evolutionary Dynamics Based on Reputation in Networked Populations With Game Transitions	1
Auto-Weighted Multiple Graph Learning From Smooth Signals Across Data Silos	1
Event-Triggered Distributed Estimation With Inter-Event Information Retrieval	1
Exponential Synchronization of Reaction-Diffusion Systems on Networks via Asynchronous Intermittent Control	1
An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks	1
DuDi: Dual-Scope Discrepancy-Aware Attributed Network Anomaly Detection	1
Federated Smoothing Proximal Gradient for Quantile Regression With Non-Convex Penalties	1
Learning Time-Varying Graph Signals via Koopman	1
Virtual Convex Hull Based Distributed Iterative Localization for Mobile Sensor Networks Under Denial-of-Service Attacks	1
Multi-Bit Distributed Detection of Sparse Stochastic Signals Over Error-Prone Reporting Channels	1
Decentralized Singular Value Decomposition for Feature-Wise Partitioned Data in Large-Scale Distributed Sensor Networks	1
Set-Membership Estimation Based Distributed Cooperative Localization of Multiple UAVs	1
Causal Learning and Knowledge Fusion Mechanism for Brain Functional Network Classification	1