IEEE Transactions on Signal and Information Processing Over Networks

Article	Citations
Robust Time-Varying Graph Signal Recovery for Dynamic Physical Sensor Network Data	88
Penalized Likelihood Approach for Graph Learning in the Presence of Outliers	38
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent	33
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach	29
SVD-Based Graph Fourier Transforms on Directed Product Graphs	29
Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels	28
Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference	27
On Large-Scale Multiple Testing Over Networks: An Asymptotic Approach	26
Uncertainty Quantification in Graphon Estimation Using Generalized Fiducial Inference	22
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm	22
Consensus Analysis for Cooperative-Competitive Multiagent Systems Under False Data Injection Attacks via Dynamic Event-Triggered Observers	22
Information Fusion via Importance Sampling	21
Frequency-Domain Diffusion Bias-Compensated Adaptation With Periodic Communication	21
Multivariate Time Series Forecasting With GARCH Models on Graphs	21
Joint Graph Learning and Blind Separation of Smooth Graph Signals Using Minimization of Mutual Information and Laplacian Quadratic Forms	20
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	17
Graph Convolutional Neural Networks Sensitivity Under Probabilistic Error Model	16
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	15
Detection and Recovery of Hidden Submatrices	15
Learning Hypergraphs Tensor Representations From Data via t-HGSP	15
Revisiting the Primal-Dual Method of Multipliers for Optimisation Over Centralised Networks	15
Saturated Sampled-Data Distributed Control for Interval Consensus of Multi-Agent Systems	15
Graph Wedgelets: Adaptive Data Compression on Graphs Based on Binary Wedge Partitioning Trees and Geometric Wavelets	13
Mixed Static-Dynamic Protocol-Based Tobit Recursive Filtering for Stochastic Nonlinear Systems Against Random False Data Injection Attacks	13
Robust Online Modeling of Counts in Agent Networks	13

Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation	12
Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection	12
Leader-Following Containment Control of Hybrid Fractional-Order Networked Agents With Nonuniform Time Delays	12
Unifying Epidemic Models With Mixtures	11
Transactions on Signal and Information Processing Over Networks Publication Information	11
Distributed Event-Triggered Fault-Tolerant Consensus Control of Multi-Agent Systems Under DoS Attacks	11
Distributed Online Learning Over Multitask Networks With Rank-One Model	11
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies	10
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	10
Distributed Cascaded Spline-Based Adaptive Graph Filters for Nonlinear Systems: Design and Performance Analysis	10
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data	10
Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition	9
IEEE Signal Processing Society Information	9
A Local Approach to Distributed $H_{\infty }$-Consensus State Estimation Over Sensor Networks Under Hybrid Attacks: Dynamic Event-Triggered Scheme	9
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks	9
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	9
Generalized Simplicial Attention Neural Networks	8
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks	8
Stable Outlier-Robust Signal Recovery Over Networks: A Convex Analytic Approach Using Minimax Concave Loss	8
EDICS: Transactions on Signal and Information Processing Over Networks	8
Finite-Time Asymmetric Bipartite Consensus for Multi-Agent Systems Using Data-Driven Iterative Learning Control	8
Event-Triggered Distributed Estimation With Inter-Event Information Retrieval	8
Distributed Control in Uncertain Nonlinear Multiagent Systems Under Event-Triggered Communication and General Directed Graphs	7
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis	7
Bipartite Consensus for Takagi-Sugeno Fuzzy Uncertain Multi-Agent Systems With Gain Fluctuations	7
Stability of Aggregation Graph Neural Networks	7
Barycentric Coordinate-Based Distributed Localization Over 3-D Underwater Wireless Sensor Networks	7
A Fixed-Time Convergent Distributed Algorithm for Time-Varying Optimal Resource Allocation Problem	7
Surface Target Tracking Using Towed Array Sonars With Direct and Bottom Bounce Underwater Sound Signals	7
Game-Theoretic Distributed Empirical Risk Minimization With Strategic Network Design	6
Remote State Estimation Under DoS Attacks in CPSs With Arbitrary Tree Topology: A Bayesian Stackelberg Game Approach	6
Optimization Based Sensor Placement for Multi-Target Localization With Coupling Sensor Clusters	6
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	6
Lyapunov-Optimized and Energy-Constrained Stable Online Computation Offloading in Wireless Microtremor Sensor Networks	6
Novel Information-Theoretic Game-Theoretical Insights to Broadcasting	6
Gradient-Based Spectral Embeddings of Random Dot Product Graphs	6
Temporal Multiple Rotation Averaging on a Distributed Dynamic Network	6
Distributed Constrained Optimization Algorithm for Higher-Order Multi-Agent Systems	5
Cooperative Mode Switching-Based Cognitive NOMA With Transmit Antenna and User Selection	5
Probability-Guaranteed Distributed Filtering for Nonlinear Systems on Basis of Nonuniform Samplings Subject to Envelope Constraints	5
Likelihood-Based Inference for Modelling Packet Transit From Thinned Flow Summaries	5
Exponential Synchronization of Reaction-Diffusion Systems on Networks via Asynchronous Intermittent Control	5
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks	5
Memory-Enhanced Distributed Accelerated Algorithms for Coordinated Linear Computation	5
Hybrid-Triggered Output Feedback Containment Control for Multi-Agent Systems With Missing Measurements	5
How Likely is a Random Network Graph Shift-Enabled?	4
An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks	4
Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain	4
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs	4
Byzantine-Robust Distributed Learning With Compression	4

Gotta Match 'Em All: Solution Diversification in Graph Matching Matched Filters	4
Distributed Adaptive Tobit Kalman Filter for Networked Systems Under Sensor Delays and Censored Measurements	4
Communication-Efficient Federated Optimization Over Semi-Decentralized Networks	4
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries	4
Learning to Model the Relationship Between Brain Structural and Functional Connectomes	4
Variable Step-Size Diffusion Bias-Compensated APV Algorithm Over Networks	4
Tensor Completion Using High-Order Spatial Delay Embedding for IoT Multi-Attribute Data Reconstruction	4
Two-view and Multi-view Tensor Canonical Correlation Analysis over Graphs	4
Distributed Saddle Point Problems for Strongly Concave-Convex Functions	4
Personalized Graph Federated Learning With Differential Privacy	3
An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion	3
IEEE SIGNAL PROCESSING SOCIETY	3
Permutation Entropy for Graph Signals	3
Distributed Secure State Estimation of Multi-Sensor Systems Subject to Two-Channel Hybrid Attacks	3
Modeling and Analysis of Opinion Dynamics in Social Networks Using Multiple-Population Mean Field Games	3
Decentralized Federated Learning: Balancing Communication and Computing Costs	3
Gaussian Processes on Graphs Via Spectral Kernel Learning	3
Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space	3
Secure Transmission Scheme Based on Fingerprint Positioning in Cell-Free Massive MIMO Systems	3
Variational Graph Neural Network Based on Normalizing Flows	3
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables	3
Wasserstein-Based Graph Alignment	3
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	3
Distributed Fusion With Unknown Inputs Under Bandwidth-Aware Event-Triggered Mechanisms: Monotonicity and Boundedness	3
Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method	3
Controller Synthesis of Asynchronous Periodic Event-Triggered Networked Control Systems Subject to Quantization Effects	2
Staleness Analysis in Asynchronous Optimization	2
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering	2
Recursive Distributed Filtering for Time-Varying Systems Over Sensor Network via Rayleigh Fading Channels: Tackling Binary Measurements	2
Strong Convergence of a Random Actions Model in Opinion Dynamics	2
User Association and Hybrid Beamforming Designs for Cooperative mmWave MIMO Systems	2
Distributed Linear Network Operators Based on Successive Graph Shift Matrices	2
Graph-Based Classification With Multiple Shift Matrices	2
A Gradient Tracking Protocol for Optimization Over Nabla Fractional Multi-Agent Systems	2
A Linearly Convergent Optimization Framework for Learning Graphs From Smooth Signals	2
Probability-Guaranteed Distributed Estimation for Two-Dimensional Systems Under Stochastic Access Protocol	2
Communication Compression for Decentralized Learning With Operator Splitting Methods	2
Graph Signal Reconstruction Under Heterogeneous Noise via Adaptive Uncertainty-Aware Sampling and Soft Classification	2
Data Representation via Attribute Selection- Propagation Neural Network	2
Strategic DoS Attack in Continuous Space for Cyber-Physical Systems Over Wireless Networks	2
Mesh-Based Consensus Distributed Particle Filtering for Sensor Networks	2
Multi-Bit Distributed Detection of Sparse Stochastic Signals Over Error-Prone Reporting Channels	2
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks	2
Performance Analysis of Smart Grid Wide Area Network With RIS Assisted Three Hop System	2
Distributed Proximal Alternating Direction Method of Multipliers for Constrained Composite Optimization Over Directed Networks	2
Intelligent Edge Sensing and Control Co-Design for Industrial Cyber-Physical System	2
Causal Inference From Slowly Varying Nonstationary Processes	2
Fair Contrastive Learning on Graphs	2
A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear Convergence	2
A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization	2
Fixed-Time Optimal Fault-Tolerant Formation Control With Prescribed Performance for Fixed-Wing UAVs Under Dual Faults	2
Decentralized Eigendecomposition for Online Learning Over Graphs With Applications	1
Greedy $k$-Center From Noisy Distance Samples	1
Multi-Frequency Joint Community Detection and Phase Synchronization	1
Distributed Control Microgrids: Cyber-Attack Models, Impacts and Remedial Strategies	1
Kernel-Based Multilayer Graph Signal Recovery via Median Truncation of Gradient Descent	1
Dynamic Event-Triggering Resilient Coordination for Time-Varying Heterogeneous Networks	1
Multiple Hypothesis Testing Framework for Spatial Signals	1
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	1
Learning General Brain Network Representations of Different Brain Disorders Using Invariant Subgraph GNN	1
Discrete-Time Controllability of Cartesian Product Networks	1
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	1
Label Guided Graph Optimized Convolutional Network for Semi-Supervised Learning	1
Fairness With Low Resentment in Distributed Sensor Systems to Detect Emitters	1
Distributed Nash Equilibrium Seeking for Nonlinear Players With Input Delay	1
A Continuous-Time Algorithm for Distributed Optimization With Nonuniform Time-Delay Under Switching and Unbalanced Digraphs	1
A Method Exploiting the Channel-Training Phase to Achieve Secrecy in a Fading Broadcast Channel	1
Fuzzy Aggregation and Label Propagation Based Social Community Detection Using Cuckoo Search	1
Online Auditing of Information Flow	1
Preset-Time Robust Multi-Objective Optimization Over Directed Networks Based On Multi-Agent Framework	1
Bipartite Graph Approximation by Eigenvalue Optimization	1
Reinforcement Learning-Based Event-Triggered Constrained Containment Control for Perturbed Multiagent Systems	1
Optimizing Multi-Agent Systems With Uncertain Dynamics: A Finite-Time Adaptive Distributed Approach	1
Optimized Distributed Filtering for Time-Varying Saturated Stochastic Systems With Energy Harvesting Sensors Over Sensor Networks	1
A Multi-View Rumor Detection Framework Using Dynamic Propagation Structure, Interaction Network, and Content	1
Fault-Tolerant Finite-Time Consensus of Multi-Agent Systems Under Asynchronous Self-Sensing Function Failures	1
Fault-Tolerant Control for Output Regulation in Multi-Agent Systems Based on Prescribed-Time Observers	1
Large Graph Signal Denoising With Application to Differential Privacy	1
Distributed Model-Free Adaptive Predictive Control for MIMO Multi-Agent Systems With Deception Attack	1
Parallel Graph Signal Processing: Sampling and Reconstruction	1

Distributed Least Mean Square Estimation With Communication Noises Over Random Graphs	1
A Variable Parameter LMS Algorithm Based on Generalized Maximum Correntropy Criterion for Graph Signal Processing	1
Noise Resilient Distributed Average Consensus Over Directed Graphs	1
Joint Multi-Ground-User Edge Caching Resource Allocation for Cache-Enabled High-Low-Altitude-Platforms Integrated Network	1
t-HGSP: Hypergraph Signal Processing Using t-Product Tensor Decompositions	1
Multi-Sensor State Estimation With a Sequential Stochastic Event-Triggered Mechanism	1
Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs	1
BRIDGE: Byzantine-Resilient Decentralized Gradient Descent	1