IEEE Transactions on Signal and Information Processing Over Networks

Article	Citations
Multivariate Time Series Forecasting With GARCH Models on Graphs	112
Score-Based Variational Modeling for Spatiotemporal Forecasting	57
A Generic Framework for Fixed-Time Synchronization of Large Delayed Impulsive Neural Networks	47
Graph Convolutional Neural Networks Sensitivity Under Probabilistic Error Model	40
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent	40
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm	39
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	35
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	32
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	32
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	31
Communication-Efficient Federated Optimization Over Semi-Decentralized Networks	28
Game-Theoretic Distributed Empirical Risk Minimization With Strategic Network Design	27
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries	27
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	24
Decentralized Federated Learning: Balancing Communication and Computing Costs	22
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks	22
Remote State Estimation Under DoS Attacks in CPSs With Arbitrary Tree Topology: A Bayesian Stackelberg Game Approach	22
Stable Outlier-Robust Signal Recovery Over Networks: A Convex Analytic Approach Using Minimax Concave Loss	22
Security Dissipative Fuzzy Filtering for Networked Nonlinear Systems With Stochastic Cyber-Attacks	22
IEEE SIGNAL PROCESSING SOCIETY	21
Joint Design of Sample and Node Weighting for Distributed Ordinal Regression Under Label Noise	21
Estimation of Relative Kinematic Parameters of an Anchorless Network	20
Discrete-Time Controllability of Cartesian Product Networks	20
Multimodal Graph Convolutional Network on Brain Structure and Function in Adolescent Anxiety and Depression	19
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	18

Exploiting the Structure of Two Graphs With Graph Neural Networks	18
Online Reinforcement Learning for Model-Free Secure Formation Control Under DoS Attacks	18
Optimizing Multi-Agent Systems With Uncertain Dynamics: A Finite-Time Adaptive Distributed Approach	18
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering	17
Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method	17
scGraPhT: Merging Transformers and Graph Neural Networks for Single-Cell Annotation	16
Online Auditing of Information Flow	16
Operator Analysis-Based Distributed Quantized Bipartite Learning for Singular Nonlinear Switched Delayed MASs With Self-Learning Input Sharing Under Antagonistic Networks	15
Hierarchical Learning in Distributed Online Markov Games via Partial Cooperation	15
The Graph Fractional Fourier Transform in Hilbert Space	15
Fault Estimation and Fault-Tolerant Tracking Control for Multi-Agent Systems With Lipschitz Nonlinearities Using Double Periodic Event-Triggered Mechanism	15
Deep Reinforcement Learning Based Transmission Scheduling for Sensing and Control Coordination	15
Multi-Agent Bipartite Flocking Control Over Cooperation-Competition Networks With Asynchronous Communications	14
Edge-Triggered Leader–Follower Consensus of Multiple Spacecraft Systems With Unknown Disturbances	14
Fully Distributed Model-Free Flocking of Multiple Euler-Lagrange Systems	14
Dual Averaging for Distributed Unbalanced Optimization With Delayed Information	13
Diffusion Generalized Kernel Maximum Correntropy Criterion Algorithm With Variable Center: Establishment and Performance Analysis	13
Inferring Hidden Structures in Random Graphs	13
Channel Pricing and Sensor Scheduling for Distributed Estimation Based on a Stackelberg Game Framework	13
A Closed-Form Solution for Graph Signal Separation Based on Smoothness	13
Resampling and Network Theory	13
Distributed Generalized Nash Equilibria Computation of Noncooperative Games Via Novel Primal-Dual Splitting Algorithms	12
Auxiliary Particle Filtering Over Sensor Networks Under Protocols of Amplify-and-Forward and Decode-and-Forward Relays	12
Fixed-Time Synchronization of Leaderless and Leader-Following Multi-Agent Networks With Delayed Impulses	12
Quantized Distributed Estimation With Adaptive Combiner	12
An Exploratory Distributed Localization Algorithm Based on 3D Barycentric Coordinates	12
Protocol-Based Distributed Security Fusion Estimation for Time-Varying Uncertain Systems Over Sensor Networks: Tackling DoS Attacks	12
Dynamic Event-Triggered Fusion Filtering for Multi-Sensor Rectangular Descriptor Systems With Random State Delay	11
Adaptive Joint Estimation of Temporal Vertex and Edge Signals	11
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks	11
Graph Receptive Transformer Encoder for Text Classification	11
Robust Fault Detection for Uncertain Delayed Systems With Measurement Outliers Under Stochastic Communication Protocol	11
Distributed Training of Large Graph Neural Networks With Variable Communication Rates	11
Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation	11
A Graph-Assisted Framework for Multiple Graph Learning	11
Penalized Likelihood Approach for Graph Learning in the Presence of Outliers	11
Variance-Constrained Distributed Filtering Under Limited Bit Rates for Time-Varying Systems	11
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies	10
GGAT: Gravitation-Based Graph Attention Networks	10
Leader-Following Containment Control of Hybrid Fractional-Order Networked Agents With Nonuniform Time Delays	10
Gotta Match 'Em All: Solution Diversification in Graph Matching Matched Filters	10
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs	9
Generalized Simplicial Attention Neural Networks	9
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks	9
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	9
Bipartite Graph Approximation by Eigenvalue Optimization	9
Resilience in Online Federated Learning: Mitigating Model-Poisoning Attacks via Partial Sharing	9
BDoG-Net: Algorithm Unrolling for Blind Deconvolution on Graphs	9
Modeling and Analysis of Opinion Dynamics in Social Networks Using Multiple-Population Mean Field Games	8
Staleness Analysis in Asynchronous Optimization	8

RNGCNs: Robust Norm Graph Convolutional Networks in the Presence of Missing Data and Large Noises	8
Data Representation via Attribute Selection- Propagation Neural Network	8
Mesh-Based Consensus Distributed Particle Filtering for Sensor Networks	8
Secure Observer-Based $H_{\infty }$ Synchronization for Singularly Perturbed Multiweighted Complex Networks With Stochastic Communication Protocol	8
Preset-Time Robust Multi-Objective Optimization Over Directed Networks Based On Multi-Agent Framework	8
A Gradient Tracking Protocol for Optimization Over Nabla Fractional Multi-Agent Systems	8
Joint Statistical Mask Learning and Distributed Estimation Without Support Priors	8
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	7
Reconstruction of Time-Varying Graph Signals via Sobolev Smoothness	7
Distributed Extended Object Tracking Using Coupled Velocity Model From WLS Perspective	7
Decentralized Eigendecomposition for Online Learning Over Graphs With Applications	7
Kernel-Based Multilayer Graph Signal Recovery via Median Truncation of Gradient Descent	7
SecDT: Privacy-Preserving Outsourced Decision Tree Classification Without Polynomial Forms in Edge-Cloud Computing	7
Distributed Optimization of Heterogeneous Linear Multi-Agent Systems With Unknown Disturbances and Optimal Gain Tuning	7
CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph	7
A Multi-Agent Collaborative Environment Learning Method for UAV Deployment and Resource Allocation	7
Scalable Perception-Action-Communication Loops With Convolutional and Graph Neural Networks	6
Distributed Optimization Algorithm for the Economic Dispatch Problem Over Delayed Communication Network	6
Online Smooth Graph Learning From Incomplete Data	6
Task-Aware Connectivity Learning for Incoming Nodes Over Growing Graphs	6
Encoding-Decoding-Based Distributed Fusion Filtering for Multi-Rate Nonlinear Systems With Sensor Resolutions	6
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach	6
Fully Distributed Game Strategy for Second-Order Players and Its Application to Networked Electricity Markets	6
Statistical Consistency for Change Point Detection and Community Estimation in Time-Evolving Dynamic Networks	6
Distributed Optimisation With Linear Equality and Inequality Constraints Using PDMM	6
Tensor-Derived Large-Scale Multi-View Subspace Clustering With Faithful Semantics	6
State Estimation for Discrete-Time Complex Networks With Time-Varying Outer Coupling and Uncertain Inner Coupling: A Distributed Method	6
Protocol-Based Fusion Estimator Design for State-Saturated Systems With Dead-Zone-Like Censoring Under Deception Attacks	6
Resilient Output Containment of Heterogeneous Multi-Agent Systems Against Byzantine Attacks	6
Distributed Sparse Optimization With Weakly Convex Regularizer: Consensus Promoting and Approximate Moreau Enhanced Penalties Towards Global Optimality	6
Sensor-Fault Detection, Isolation and Accommodation for Natural-Gas Pipelines Under Transient Flow	6
A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications	5
Robust Online Modeling of Counts in Agent Networks	5
Distributed Multi-Task Learning for Stochastic Bandits With Context Distribution and Stage-Wise Constraints	5
Consensus Analysis for Cooperative-Competitive Multiagent Systems Under False Data Injection Attacks via Dynamic Event-Triggered Observers	5
Temporal Multiple Rotation Averaging on a Distributed Dynamic Network	5
Unifying Epidemic Models With Mixtures	5
Multi-Rate Sampled-Data Secure Fusion Estimation Against Malicious Hybrid Attacks	5
A Novel Spectral Graph Distance Measure and Its Applications in Biomedical Signal Processing	5
An ADMM-Based Approach to Quadratically-Regularized Distributed Optimal Transport on Graphs	5
Distributed Event-Triggered Fault-Tolerant Consensus Control of Multi-Agent Systems Under DoS Attacks	5
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data	5
Joint State and Fault Estimation of Complex Networks Under Measurement Saturations and Stochastic Nonlinearities	5
Inhomogeneous Graph Trend Filtering via a $\ell _{2,0}$-Norm Cardinality Penalty	5
Graph Wedgelets: Adaptive Data Compression on Graphs Based on Binary Wedge Partitioning Trees and Geometric Wavelets	5
Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference	5
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis	5
Fuzzy Aggregation and Label Propagation Based Social Community Detection Using Cuckoo Search	4
A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization	4
Bipartite Consensus for Takagi-Sugeno Fuzzy Uncertain Multi-Agent Systems With Gain Fluctuations	4
Surface Target Tracking Using Towed Array Sonars With Direct and Bottom Bounce Underwater Sound Signals	4
Subset Random Sampling and Reconstruction of Finite Time-Vertex Graph Signals	4
Stability of Aggregation Graph Neural Networks	4
Byzantine-Robust Distributed Learning With Compression	4
Adaptive Event-Triggered Output Synchronization of Heterogeneous Multiagent Systems: A Model-Free Reinforcement Learning Approach	4
Resilient Distributed Optimization Algorithm With Fixed Step Size Against Malicious Attacks	4
IEEE Signal Processing Society Information	4
Permutation Entropy for Graph Signals	4
A Fixed-Time Convergent Distributed Algorithm for Time-Varying Optimal Resource Allocation Problem	4
Fair Contrastive Learning on Graphs	4
Strong Convergence of a Random Actions Model in Opinion Dynamics	4
Performance Analysis of Smart Grid Wide Area Network With RIS Assisted Three Hop System	4
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables	4
Geometric Methods for Resilient Aggregation and Safe Point Computation in Adversarial Multiagent Networks With Imprecise Data	4
Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space	4
Variable Step-Size Diffusion Bias-Compensated APV Algorithm Over Networks	4
Graph Distributional Signals for Regularization in Graph Neural Networks	3
A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear Convergence	3
A Linearly Convergent Optimization Framework for Learning Graphs From Smooth Signals	3
A Multi-View Rumor Detection Framework Using Dynamic Propagation Structure, Interaction Network, and Content	3
Communication-Efficient and Privacy-Aware Distributed Learning	3
DeepTrace: Learning to Optimize Contact Tracing in Epidemic Networks With Graph Neural Networks	3
Probability-Guaranteed Distributed Estimation for Two-Dimensional Systems Under Stochastic Access Protocol	3
Dynamic Event-Triggering Resilient Coordination for Time-Varying Heterogeneous Networks	3
Deterministic and Randomized Diffusion Based Iterative Generalized Hard Thresholding (DiFIGHT) for Distributed Recovery of Sparse Signals	3
Distributed Nash Equilibrium Seeking for Nonlinear Players With Input Delay	3
CoRNI: A Co-Evolutionary Framework Integrating Reputation and Network Structure for Modeling Social Influence Dynamics	3
Distributed Adaptive Signal Fusion for Fractional Programs	3
Distributed Proximal Alternating Direction Method of Multipliers for Constrained Composite Optimization Over Directed Networks	3
Learning General Brain Network Representations of Different Brain Disorders Using Invariant Subgraph GNN	3

Optimized Distributed Filtering for Time-Varying Saturated Stochastic Systems With Energy Harvesting Sensors Over Sensor Networks	3
Greedy $k$-Center From Noisy Distance Samples	3
A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity	3
Kernel Regression for Matrix-Variate Gaussian Distributed Signals Over Sample Graphs	3
Memory-Based Accelerated Consensus for Second-Order Multi-Agent Systems With Delay	2
Event-Triggered Distributed Cubature Kalman Filtering Algorithm With Stealthy Attacks Over Sensor Networks	2
Distributed Sequential State Estimation Over Binary Sensor Networks With Inaccurate Process Noise Covariance: A Variational Bayesian Framework	2
Dual-Protection Method Against Eavesdroppers for Distributed State Estimation	2
Federated Smoothing Proximal Gradient for Quantile Regression With Non-Convex Penalties	2
Detection and Recovery of Hidden Submatrices	2
Efficient Implementation of Truncated Frobenius Norm Minimization for Latent Low-Rank Representation	2
Online Change Point Detection for Weighted and Directed Random Dot Product Graphs	2
Decentralized Singular Value Decomposition for Feature-wise Partitioned Data in Large-scale Distributed Sensor Networks	2
Recursive Distributed Filter Design for 2-D Systems Over Sensor Networks: On Component-Based, Node-Wise and Dynamic Event-Triggered Scheme	2
Virtual Convex Hull Based Distributed Iterative Localization for Mobile Sensor Networks Under Denial-of-Service Attacks	2
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets	2
Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels	2
Causal Learning and Knowledge Fusion Mechanism for Brain Functional Network Classification	2
Graph Laplacian Learning With Exponential Family Noise	2
Probability-Constrained Distributed Non-Fragile Estimation Over Sensor Networks Subject to Stochastic Communication Protocol	2
Message Passing-Based 9-D Cooperative Localization and Navigation With Embedded Particle Flow	2
Dynamic Event-Triggered Feedback Fusion Estimation for Nonlinear Multi-Sensor Systems With Auto/Cross-Correlated Noises	2
Localization of Data Injection Attacks on Distributed M-Estimation	2
R-FAST: Robust Fully-Asynchronous Stochastic Gradient Tracking Over General Topology	2
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach	2
Gaussian Kernel Variance for an Adaptive Learning Method on Signals Over Graphs	2
Improved Interval Estimation Method for Cyber-Physical Systems Under Stealthy Deception Attacks	2
Saturated Sampled-Data Distributed Control for Interval Consensus of Multi-Agent Systems	2