IEEE Transactions on Signal and Information Processing Over Networks

Article	Citations
Score-Based Variational Modeling for Spatiotemporal Forecasting	115
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent	61
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	52
A Generic Framework for Fixed-Time Synchronization of Large Delayed Impulsive Neural Networks	42
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	41
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm	40
Graph Convolutional Neural Networks Sensitivity Under Probabilistic Error Model	35
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	33
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	33
Multivariate Time Series Forecasting With GARCH Models on Graphs	32
Communication-Efficient Federated Optimization Over Semi-Decentralized Networks	31
Stable Outlier-Robust Signal Recovery Over Networks: A Convex Analytic Approach Using Minimax Concave Loss	30
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks	27
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries	27
Practical Predefined-Time Synchronization for Complex Networks With Time-Varying Coupling via Intermittent Dynamic Event-Triggered Control	25
Game-Theoretic Distributed Empirical Risk Minimization With Strategic Network Design	24
Security Dissipative Fuzzy Filtering for Networked Nonlinear Systems With Stochastic Cyber-Attacks	24
Remote State Estimation Under DoS Attacks in CPSs With Arbitrary Tree Topology: A Bayesian Stackelberg Game Approach	24
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	24
IEEE SIGNAL PROCESSING SOCIETY	22
Joint Design of Sample and Node Weighting for Distributed Ordinal Regression Under Label Noise	22
Decentralized Federated Learning: Balancing Communication and Computing Costs	22
Multimodal Graph Convolutional Network on Brain Structure and Function in Adolescent Anxiety and Depression	21
Estimation of Relative Kinematic Parameters of an Anchorless Network	21
Online Reinforcement Learning for Model-Free Secure Formation Control Under DoS Attacks	20

Exploiting the Structure of Two Graphs With Graph Neural Networks	19
Discrete-Time Controllability of Cartesian Product Networks	19
Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method	18
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	18
Optimizing Multi-Agent Systems With Uncertain Dynamics: A Finite-Time Adaptive Distributed Approach	18
Operator Analysis-Based Distributed Quantized Bipartite Learning for Singular Nonlinear Switched Delayed MASs With Self-Learning Input Sharing Under Antagonistic Networks	17
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering	17
Deep Reinforcement Learning Based Transmission Scheduling for Sensing and Control Coordination	17
Online Auditing of Information Flow	17
Hierarchical Learning in Distributed Online Markov Games via Partial Cooperation	17
scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation	17
Fault Estimation and Fault-Tolerant Tracking Control for Multi-Agent Systems With Lipschitz Nonlinearities Using Double Periodic Event-Triggered Mechanism	16
The Graph Fractional Fourier Transform in Hilbert Space	16
Channel Pricing and Sensor Scheduling for Distributed Estimation Based on a Stackelberg Game Framework	15
Diffusion Generalized Kernel Maximum Correntropy Criterion Algorithm With Variable Center: Establishment and Performance Analysis	15
Edge-Triggered Leader–Follower Consensus of Multiple Spacecraft Systems With Unknown Disturbances	15
Fully Distributed Model-Free Flocking of Multiple Euler-Lagrange Systems	15
Resampling and Network Theory	15
Multi-Agent Bipartite Flocking Control Over Cooperation-Competition Networks With Asynchronous Communications	15
Dynamic Event-Triggered Fusion Filtering for Multi-Sensor Rectangular Descriptor Systems With Random State Delay	14
Dual Averaging for Distributed Unbalanced Optimization With Delayed Information	14
Quantized Distributed Estimation With Adaptive Combiner	14
Inferring Hidden Structures in Random Graphs	14
Adaptive Joint Estimation of Temporal Vertex and Edge Signals	13
Graph Receptive Transformer Encoder for Text Classification	13
A Graph-Assisted Framework for Multiple Graph Learning	13
Fixed-Time Synchronization of Leaderless and Leader-Following Multi-Agent Networks With Delayed Impulses	13
Auxiliary Particle Filtering Over Sensor Networks Under Protocols of Amplify-and-Forward and Decode-and-Forward Relays	13
An Exploratory Distributed Localization Algorithm Based on 3D Barycentric Coordinates	13
Protocol-Based Distributed Security Fusion Estimation for Time-Varying Uncertain Systems Over Sensor Networks: Tackling DoS Attacks	12
Variance-Constrained Distributed Filtering Under Limited Bit Rates for Time-Varying Systems	12
Robust Fault Detection for Uncertain Delayed Systems With Measurement Outliers Under Stochastic Communication Protocol	12
Distributed Training of Large Graph Neural Networks With Variable Communication Rates	12
A Closed-Form Solution for Graph Signal Separation Based on Smoothness	12
Distributed Generalized Nash Equilibria Computation of Noncooperative Games Via Novel Primal-Dual Splitting Algorithms	12
Penalized Likelihood Approach for Graph Learning in the Presence of Outliers	12
Gotta Match 'Em All: Solution Diversification in Graph Matching Matched Filters	11
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies	11
Leader-Following Containment Control of Hybrid Fractional-Order Networked Agents With Nonuniform Time Delays	11
Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation	11
BDoG-Net: Algorithm Unrolling for Blind Deconvolution on Graphs	11
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks	11
Joint Statistical Mask Learning and Distributed Estimation Without Support Priors	10
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs	10
Bipartite Graph Approximation by Eigenvalue Optimization	10
Generalized Simplicial Attention Neural Networks	10
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks	10
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing	10
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	10
GGAT: Gravitation-Based Graph Attention Networks	10

MOLENA: Analyzing the Two-Step Message Flow and Opinion Evolution Process in Social Networks	10
Mesh-Based Consensus Distributed Particle Filtering for Sensor Networks	9
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	9
Secure Observer-Based $H_{\infty }$ Synchronization for Singularly Perturbed Multiweighted Complex Networks With Stochastic Communication Protocol	9
Preset-Time Robust Multi-Objective Optimization Over Directed Networks Based On Multi-Agent Framework	9
Modeling and Analysis of Opinion Dynamics in Social Networks Using Multiple-Population Mean Field Games	9
A Gradient Tracking Protocol for Optimization Over Nabla Fractional Multi-Agent Systems	8
Data Representation via Attribute Selection- Propagation Neural Network	8
Distributed Extended Object Tracking Using Coupled Velocity Model From WLS Perspective	8
Distributed Optimization of Heterogeneous Linear Multi-Agent Systems With Unknown Disturbances and Optimal Gain Tuning	8
Decentralized Eigendecomposition for Online Learning Over Graphs With Applications	8
RNGCNs: Robust Norm Graph Convolutional Networks in the Presence of Missing Data and Large Noises	8
Kernel-Based Multilayer Graph Signal Recovery via Median Truncation of Gradient Descent	8
CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph	8
Staleness Analysis in Asynchronous Optimization	8
Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness	8
SecDT: Privacy-Preserving Outsourced Decision Tree Classification Without Polynomial Forms in Edge-Cloud Computing	7
Statistical Consistency for Change Point Detection and Community Estimation in Time-Evolving Dynamic Networks	7
Distributed Optimisation With Linear Equality and Inequality Constraints Using PDMM	7
Sensor-Fault Detection, Isolation and Accommodation for Natural-Gas Pipelines Under Transient Flow	7
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach	7
A Multi-Agent Collaborative Environment Learning Method for UAV Deployment and Resource Allocation	7
Distributed Sparse Optimization With Weakly Convex Regularizer: Consensus Promoting and Approximate Moreau Enhanced Penalties Towards Global Optimality	7
Resilient Output Containment of Heterogeneous Multi-Agent Systems Against Byzantine Attacks	7
Tensor-Derived Large-Scale Multi-View Subspace Clustering With Faithful Semantics	7
Encoding-Decoding-Based Distributed Fusion Filtering for Multi-Rate Nonlinear Systems With Sensor Resolutions	7
Online Smooth Graph Learning From Incomplete Data	7
Task-Aware Connectivity Learning for Incoming Nodes Over Growing Graphs	7
Protocol-Based Fusion Estimator Design for State-Saturated Systems With Dead-Zone-Like Censoring Under Deception Attacks	7
Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks	7
Distributed Optimization Algorithm for the Economic Dispatch Problem Over Delayed Communication Network	6
Distributed Zeroth-Order Gradient Tracking for Weakly Convex Optimization Over Unbalanced Graphs	6
Fully Distributed Game Strategy for Second-Order Players and Its Application to Networked Electricity Markets	6
Graph Wedgelets: Adaptive Data Compression on Graphs Based on Binary Wedge Partitioning Trees and Geometric Wavelets	6
Consensus Analysis for Cooperative-Competitive Multiagent Systems Under False Data Injection Attacks via Dynamic Event-Triggered Observers	6
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications	6
Inhomogeneous Graph Trend Filtering via a $\ell _{2,0}$-Norm Cardinality Penalty	6
Joint State and Fault Estimation of Complex Networks Under Measurement Saturations and Stochastic Nonlinearities	6
Unifying Epidemic Models With Mixtures	6
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data	6
Multi-Rate Sampled-Data Secure Fusion Estimation Against Malicious Hybrid Attacks	6
State Estimation for Discrete-Time Complex Networks With Time-Varying Outer Coupling and Uncertain Inner Coupling: A Distributed Method	6
Distributed Multi-Task Learning for Stochastic Bandits With Context Distribution and Stage-Wise Constraints	6
A Novel Spectral Graph Distance Measure and Its Applications in Biomedical Signal Processing	6
Robust Online Modeling of Counts in Agent Networks	6
An ADMM-Based Approach to Quadratically-Regularized Distributed Optimal Transport on Graphs	6
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis	5
Permutation Entropy for Graph Signals	5
Bipartite Consensus for Takagi-Sugeno Fuzzy Uncertain Multi-Agent Systems With Gain Fluctuations	5
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables	5
Geometric Methods for Resilient Aggregation and Safe Point Computation in Adversarial Multiagent Networks With Imprecise Data	5
Temporal Multiple Rotation Averaging on a Distributed Dynamic Network	5
Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference	5
Surface Target Tracking Using Towed Array Sonars With Direct and Bottom Bounce Underwater Sound Signals	5
Distributed Event-Triggered Fault-Tolerant Consensus Control of Multi-Agent Systems Under DoS Attacks	5
IEEE Signal Processing Society Information	5
Variable Step-Size Diffusion Bias-Compensated APV Algorithm Over Networks	5
Stability of Aggregation Graph Neural Networks	5
Fair Contrastive Learning on Graphs	4
Optimized Distributed Filtering for Time-Varying Saturated Stochastic Systems With Energy Harvesting Sensors Over Sensor Networks	4
Fuzzy Aggregation and Label Propagation Based Social Community Detection Using Cuckoo Search	4
Subset Random Sampling and Reconstruction of Finite Time-Vertex Graph Signals	4
A Fixed-Time Convergent Distributed Algorithm for Time-Varying Optimal Resource Allocation Problem	4
A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization	4
Distributed Nash Equilibrium Seeking for Nonlinear Players With Input Delay	4
Dynamic Event-Triggering Resilient Coordination for Time-Varying Heterogeneous Networks	4
A Linearly Convergent Optimization Framework for Learning Graphs From Smooth Signals	4
Probability-Guaranteed Distributed Estimation for Two-Dimensional Systems Under Stochastic Access Protocol	4
Graph Distributional Signals for Regularization in Graph Neural Networks	4
Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space	4
Byzantine-Robust Distributed Learning With Compression	4
Adaptive Event-Triggered Output Synchronization of Heterogeneous Multiagent Systems: A Model-Free Reinforcement Learning Approach	4
Deterministic and Randomized Diffusion Based Iterative Generalized Hard Thresholding (DiFIGHT) for Distributed Recovery of Sparse Signals	4
Distributed Adaptive Signal Fusion for Fractional Programs	4
Distributed Proximal Alternating Direction Method of Multipliers for Constrained Composite Optimization Over Directed Networks	4
Strong Convergence of a Random Actions Model in Opinion Dynamics	4
Resilient Distributed Optimization Algorithm With Fixed Step Size Against Malicious Attacks	4
Learning General Brain Network Representations of Different Brain Disorders Using Invariant Subgraph GNN	4
A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear Convergence	4
Greedy $k$-Center From Noisy Distance Samples	4

Performance Analysis of Smart Grid Wide Area Network With RIS Assisted Three Hop System	4
A Multi-View Rumor Detection Framework Using Dynamic Propagation Structure, Interaction Network, and Content	3
CoRNI: A Co-Evolutionary Framework Integrating Reputation and Network Structure for Modeling Social Influence Dynamics	3
Dynamic Event-Triggered Feedback Fusion Estimation for Nonlinear Multi-Sensor Systems With Auto/Cross-Correlated Noises	3
Online Change Point Detection for Weighted and Directed Random Dot Product Graphs	3
DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks With Graph Neural Networks	3
Full-Agent Connectivity-Preserving Secure Strategy Under Multi-Frequency Deception Attacks	3
A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity	3
Fast Kernel-Based Sampling of Graph Signals Using Localized Graph Filter Impulse Responses	3
Efficient Implementation of Truncated Frobenius Norm Minimization for Latent Low-Rank Representation	3
Distributed Sequential State Estimation Over Binary Sensor Networks With Inaccurate Process Noise Covariance: A Variational Bayesian Framework	3
Finite-Time Distributed Filtering for Multi-Rate Nonlinear Systems Suffering from Denial-of-Service Attacks: A Binary Encoding Scheme	3
Communication-Efficient and Privacy-Aware Distributed Learning	3
Probability-Constrained Distributed Non-Fragile Estimation Over Sensor Networks Subject to Stochastic Communication Protocol	3
Memory-Based Accelerated Consensus for Second-Order Multi-Agent Systems With Delay	3
Causal Learning and Knowledge Fusion Mechanism for Brain Functional Network Classification	3
Kernel Regression for Matrix-Variate Gaussian Distributed Signals Over Sample Graphs	3
Vertex-Frequency Analysis of Brain Networks: Unveiling the Connection Between Structure-Function Coupling and Cognitive Ability	2
Dual-Protection Method Against Eavesdroppers for Distributed State Estimation	2
Event-Triggered Distributed Estimation With Inter-Event Information Retrieval	2
Adaptive Event-Triggered State Estimation for Nonlinear Complex Networks With Uncertain Coupling Strengths and Data Integrity Attacks	2
Mixed Static-Dynamic Protocol-Based Tobit Recursive Filtering for Stochastic Nonlinear Systems Against Random False Data Injection Attacks	2
Secure Event-Triggered Consensus Control of Multi-Agent Systems Under Hybrid Cyber Attacks	2
Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks: On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme	2
Federated Smoothing Proximal Gradient for Quantile Regression With Non-Convex Penalties	2
Gaussian Kernel Variance for an Adaptive Learning Method on Signals Over Graphs	2
Evolutionary Dynamics Based on Reputation in Networked Populations With Game Transitions	2
Decentralized Singular Value Decomposition for Feature-Wise Partitioned Data in Large-Scale Distributed Sensor Networks	2
EDICS: Transactions on Signal and Information Processing Over Networks	2
Revisiting the Primal-Dual Method of Multipliers for Optimisation Over Centralised Networks	2
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets	2
Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels	2
Event-Triggered Distributed Cubature Kalman Filtering Algorithm With Stealthy Attacks Over Sensor Networks	2
Improved Diffusion Recursive Least Squares for Graph Signal Estimation on Distributed Network	2
Localization of Data Injection Attacks on Distributed M-Estimation	2
Virtual Convex Hull Based Distributed Iterative Localization for Mobile Sensor Networks Under Denial-of-Service Attacks	2
Graph Laplacian Learning With Exponential Family Noise	2
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach	2
Saturated Sampled-Data Distributed Control for Interval Consensus of Multi-Agent Systems	2
Message Passing-Based 9-D Cooperative Localization and Navigation With Embedded Particle Flow	2
R-FAST: Robust Fully-Asynchronous Stochastic Gradient Tracking Over General Topology	2
Detection and Recovery of Hidden Submatrices	2
Improved Interval Estimation Method for Cyber-Physical Systems Under Stealthy Deception Attacks	2