OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Transactions on Signal and Information Processing Over Networks is 1. 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 2021-02-01 to 2025-02-01.)

Article	Citations
Robust Time-Varying Graph Signal Recovery for Dynamic Physical Sensor Network Data	62
Adaptive Event-Triggered Quantized Communication-Based Distributed Estimation Over Sensor Networks With Semi-Markovian Switching Topologies	33
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent	26
Joint Graph Learning and Blind Separation of Smooth Graph Signals Using Minimization of Mutual Information and Laplacian Quadratic Forms	23
Graph Wedgelets: Adaptive Data Compression on Graphs Based on Binary Wedge Partitioning Trees and Geometric Wavelets	23
Learning Hypergraphs Tensor Representations From Data via t-HGSP	22
Frequency-Domain Diffusion Bias-Compensated Adaptation With Periodic Communication	21
Robust Online Modeling of Counts in Agent Networks	20
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks	19
Uncertainty Quantification in Graphon Estimation Using Generalized Fiducial Inference	18
Privacy-Preserving Push-Pull Method for Decentralized Optimization via State Decomposition	17
Information Fusion via Importance Sampling	16
Generalized Locally Most Powerful Tests for Distributed Sparse Signal Detection	15
Leader-Following Containment Control of Hybrid Fractional-Order Networked Agents With Nonuniform Time Delays	15
Mixed Static-Dynamic Protocol-Based Tobit Recursive Filtering for Stochastic Nonlinear Systems Against Random False Data Injection Attacks	15
On Large-Scale Multiple Testing Over Networks: An Asymptotic Approach	14
Consensus Analysis for Cooperative-Competitive Multiagent Systems Under False Data Injection Attacks via Dynamic Event-Triggered Observers	13
Transactions on Signal and Information Processing Over Networks Publication Information	13
Distributed Detection Fusion in Clustered Sensor Networks Over Multiple Access Fading Channels	13
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data	12
Distributed Event-Triggered Fault-Tolerant Consensus Control of Multi-Agent Systems Under DoS Attacks	11
Diffusion Mixture Minimum Total Error Entropy Adaptive Filtering Algorithm and Its Performance Analysis	10
Unifying Epidemic Models With Mixtures	10
Multivariate Time Series Forecasting With GARCH Models on Graphs	10
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	10

Revisiting the Primal-Dual Method of Multipliers for Optimisation Over Centralised Networks	10
Composite Output Consensus Control for General Linear Multiagent Systems With Heterogeneous Mismatched Disturbances	10
Detection and Recovery of Hidden Submatrices	9
SVD-Based Graph Fourier Transforms on Directed Product Graphs	9
A Nonconvex Low Rank and Sparse Constrained Multiview Subspace Clustering via $l_{\frac{1}{2}}$-Induced Tensor Nuclear Norm	9
A Local Approach to Distributed $H_{\infty }$-Consensus State Estimation Over Sensor Networks Under Hybrid Attacks: Dynamic Event-Triggered Scheme	9
Saturated Sampled-Data Distributed Control for Interval Consensus of Multi-Agent Systems	9
Cooperative Learning of Multi-Agent Systems Via Reinforcement Learning	9
Graph Convolutional Neural Networks Sensitivity Under Probabilistic Error Model	8
IEEE Signal Processing Society Information	8
Dual-Domain Defenses for Byzantine-Resilient Decentralized Resource Allocation	8
Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference	8
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach	8
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs	7
Cooperative Mode Switching-Based Cognitive NOMA With Transmit Antenna and User Selection	7
An Efficient Distributed Kalman Filter Over Sensor Networks With Maximum Correntropy Criterion	6
Gradient-Based Spectral Embeddings of Random Dot Product Graphs	6
Optimization Based Sensor Placement for Multi-Target Localization With Coupling Sensor Clusters	6
Graph Topology Inference With Derivative-Reproducing Property in RKHS: Algorithm and Convergence Analysis	6
Byzantine-Robust Distributed Learning With Compression	6
Distributed Adaptive Tobit Kalman Filter for Networked Systems Under Sensor Delays and Censored Measurements	6
Barycentric Coordinate-Based Distributed Localization Over 3-D Underwater Wireless Sensor Networks	6
Graph Signal Separation Based on Smoothness or Sparsity in the Frequency Domain	5
Likelihood-Based Inference for Modelling Packet Transit From Thinned Flow Summaries	5
EDICS: Transactions on Signal and Information Processing Over Networks	5
Scalable and Decentralized Algorithms for Anomaly Detection via Learning-Based Controlled Sensing	5
A Fixed-Time Convergent Distributed Algorithm for Time-Varying Optimal Resource Allocation Problem	5
Permutation Entropy for Graph Signals	5
Game-Theoretic Distributed Empirical Risk Minimization With Strategic Network Design	5
Distributed Constrained Optimization Algorithm for Higher-Order Multi-Agent Systems	5
Surface Target Tracking Using Towed Array Sonars With Direct and Bottom Bounce Underwater Sound Signals	5
How Likely is a Random Network Graph Shift-Enabled?	4
Lyapunov-Optimized and Energy-Constrained Stable Online Computation Offloading in Wireless Microtremor Sensor Networks	4
Tensor Completion Using High-Order Spatial Delay Embedding for IoT Multi-Attribute Data Reconstruction	4
Optimal Memory Scheme for Accelerated Consensus Over Multi-Agent Networks	4
Hybrid-Triggered Output Feedback Containment Control for Multi-Agent Systems With Missing Measurements	4
Event-Triggered Distributed Estimation With Inter-Event Information Retrieval	4
An Asymptotically Equivalent GLRT Test for Distributed Detection in Wireless Sensor Networks	4
Temporal Multiple Rotation Averaging on a Distributed Dynamic Network	4
Novel Information-Theoretic Game-Theoretical Insights to Broadcasting	4
Stability of Aggregation Graph Neural Networks	4
Bipartite Consensus for Takagi-Sugeno Fuzzy Uncertain Multi-Agent Systems With Gain Fluctuations	4
Remote State Estimation Under DoS Attacks in CPSs With Arbitrary Tree Topology: A Bayesian Stackelberg Game Approach	4
Stable Outlier-Robust Signal Recovery Over Networks: A Convex Analytic Approach Using Minimax Concave Loss	3
Finite-Time Asymmetric Bipartite Consensus for Multi-Agent Systems Using Data-Driven Iterative Learning Control	3
Exponential Synchronization of Reaction-Diffusion Systems on Networks via Asynchronous Intermittent Control	3
Memory-Enhanced Distributed Accelerated Algorithms for Coordinated Linear Computation	3
Decentralized Federated Learning: Balancing Communication and Computing Costs	3
Scalable Distributed Optimization of Multi-Dimensional Functions Despite Byzantine Adversaries	3
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables	3

Learning to Model the Relationship Between Brain Structural and Functional Connectomes	3
Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks	3
Secure Transmission Scheme Based on Fingerprint Positioning in Cell-Free Massive MIMO Systems	3
Distributed Control in Uncertain Nonlinear Multiagent Systems Under Event-Triggered Communication and General Directed Graphs	3
Compensation-Based Distributed Model-Free Adaptive Control for Cyber-Attacks	3
Distributed Saddle Point Problems for Strongly Concave-Convex Functions	3
Personalized Graph Federated Learning With Differential Privacy	2
Distributed Fusion With Unknown Inputs Under Bandwidth-Aware Event-Triggered Mechanisms: Monotonicity and Boundedness	2
Two-view and Multi-view Tensor Canonical Correlation Analysis over Graphs	2
Data Representation via Attribute Selection- Propagation Neural Network	2
Distributed Model-Free Adaptive Predictive Control for MIMO Multi-Agent Systems With Deception Attack	2
Performance Analysis of Smart Grid Wide Area Network With RIS Assisted Three Hop System	2
Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space	2
A Gradient Tracking Protocol for Optimization Over Nabla Fractional Multi-Agent Systems	2
Recursive Distributed Filtering for Time-Varying Systems Over Sensor Network via Rayleigh Fading Channels: Tackling Binary Measurements	2
Hyper-Laplacian Regularized Nonconvex Low-Rank Representation for Multi-View Subspace Clustering	2
IEEE SIGNAL PROCESSING SOCIETY	2
Gotta Match 'Em All: Solution Diversification in Graph Matching Matched Filters	2
Communication Compression for Decentralized Learning With Operator Splitting Methods	2
Generalized Simplicial Attention Neural Networks	2
Strong Convergence of a Random Actions Model in Opinion Dynamics	2
Probability-Guaranteed Distributed Estimation for Two-Dimensional Systems Under Stochastic Access Protocol	2
Preset-Time Robust Multi-Objective Optimization Over Directed Networks Based On Multi-Agent Framework	2
Intelligent Edge Sensing and Control Co-Design for Industrial Cyber-Physical System	2
Staleness Analysis in Asynchronous Optimization	2
Variable Step-Size Diffusion Bias-Compensated APV Algorithm Over Networks	2
Multi-Bit Distributed Detection of Sparse Stochastic Signals Over Error-Prone Reporting Channels	2
Probability-Guaranteed Distributed Filtering for Nonlinear Systems on Basis of Nonuniform Samplings Subject to Envelope Constraints	2
Noise Resilient Distributed Average Consensus Over Directed Graphs	2
Distributed Linear Network Operators Based on Successive Graph Shift Matrices	2
A Multi-View Rumor Detection Framework Using Dynamic Propagation Structure, Interaction Network, and Content	1
Enhanced Audit Bit Based Distributed Bayesian Detection in the Presence of Strategic Attacks	1
Modeling and Analysis of Opinion Dynamics in Social Networks Using Multiple-Population Mean Field Games	1
Graph-Based Classification With Multiple Shift Matrices	1
Distributed Secure State Estimation of Multi-Sensor Systems Subject to Two-Channel Hybrid Attacks	1
Dynamic Event-Triggered Approach for Distributed State and Parameter Estimation Over Networks Subjected to Deception Attacks	1
Analysis of a Diffusion LMS Algorithm With Communication Delays for Cyclostationary White Gaussian Inputs	1
Fixed-Time Optimal Fault-Tolerant Formation Control With Prescribed Performance for Fixed-Wing UAVs Under Dual Faults	1
A Linearly Convergent Optimization Framework for Learning Graphs From Smooth Signals	1
Optimizing Multi-Agent Systems With Uncertain Dynamics: A Finite-Time Adaptive Distributed Approach	1
Causal Inference From Slowly Varying Nonstationary Processes	1
Fair Contrastive Learning on Graphs	1
Greedy $k$-Center From Noisy Distance Samples	1
CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph	1
Deterministic and Randomized Diffusion Based Iterative Generalized Hard Thresholding (DiFIGHT) for Distributed Recovery of Sparse Signals	1
Event-Triggered Data-Driven Distributed LFC Using Controller-Dynamic-Linearization Method	1
Joint Multi-Ground-User Edge Caching Resource Allocation for Cache-Enabled High-Low-Altitude-Platforms Integrated Network	1
A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization	1
t-HGSP: Hypergraph Signal Processing Using t-Product Tensor Decompositions	1
Adaptive Resilient Tracking Control With Dual-Terminal Dynamic-Triggering for a Linear Multi-Agent System Against False Data Injection Attacks	1
Gaussian Processes on Graphs Via Spectral Kernel Learning	1
Controller Synthesis of Asynchronous Periodic Event-Triggered Networked Control Systems Subject to Quantization Effects	1
Wasserstein-Based Graph Alignment	1
Distributed Proximal Alternating Direction Method of Multipliers for Constrained Composite Optimization Over Directed Networks	1
User Association and Hybrid Beamforming Designs for Cooperative mmWave MIMO Systems	1
Fault-Tolerant Finite-Time Consensus of Multi-Agent Systems Under Asynchronous Self-Sensing Function Failures	1
Large Graph Signal Denoising With Application to Differential Privacy	1
Multi-Frequency Joint Community Detection and Phase Synchronization	1
Distributed Convex Optimization “Over-the-Air” in Dynamic Environments	1
Reinforcement Learning-Based Event-Triggered Constrained Containment Control for Perturbed Multiagent Systems	1
Strategic DoS Attack in Continuous Space for Cyber-Physical Systems Over Wireless Networks	1
Distributed Control Microgrids: Cyber-Attack Models, Impacts and Remedial Strategies	1
Bipartite Graph Approximation by Eigenvalue Optimization	1
Variational Graph Neural Network Based on Normalizing Flows	1
Mesh-Based Consensus Distributed Particle Filtering for Sensor Networks	1
Graph Signal Reconstruction Under Heterogeneous Noise via Adaptive Uncertainty-Aware Sampling and Soft Classification	1
A Decentralized Stochastic Algorithm for Coupled Composite Optimization With Linear Convergence	1
Discrete-Time Controllability of Cartesian Product Networks	1
Optimized Distributed Filtering for Time-Varying Saturated Stochastic Systems With Energy Harvesting Sensors Over Sensor Networks	1
Natural Gradient Primal-Dual Method for Decentralized Learning	1
Fault Estimation and Fault-Tolerant Tracking Control for Multi-Agent Systems With Lipschitz Nonlinearities Using Double Periodic Event-Triggered Mechanism	1