OOIR: Observatory of International Research

Papers

(The TQCC of IEEE Transactions on Signal and Information Processing Over Networks is 5. 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 2021-04-01 to 2025-04-01.)

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
SVD-Based Graph Fourier Transforms on Directed Product Graphs	29
Distributed Filter With Biased Measurements: A Scalable Bias-Correction Approach	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
Consensus Analysis for Cooperative-Competitive Multiagent Systems Under False Data Injection Attacks via Dynamic Event-Triggered Observers	22
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
Multivariate Time Series Forecasting With GARCH Models on Graphs	21
Information Fusion via Importance Sampling	21
Frequency-Domain Diffusion Bias-Compensated Adaptation With Periodic Communication	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
Saturated Sampled-Data Distributed Control for Interval Consensus of Multi-Agent Systems	15
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
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
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data	10
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
Fully Distributed Consensus Control for a Class of Disturbed Linear Multi-Agent Systems Over Event-Triggered Communication	9
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
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
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
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
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
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
Hybrid-Triggered Output Feedback Containment Control for Multi-Agent Systems With Missing Measurements	5
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