Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics von Giannakis, Georgios B., Shen, Yanning, Karanikolas, Georgios Vasileios

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Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals von Fang, Jun, Shen, Yanning, Li, Hongbin, Wang, Pu

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Kernel-Based Structural Equation Models for Topology Identification of Directed Networks von Shen, Yanning, Baingana, Brian, Giannakis, Georgios B.

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Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs von Ioannidis, Vassilis N., Yanning Shen, Giannakis, Georgios B.

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Super-Resolution Compressed Sensing for Line Spectral Estimation: An Iterative Reweighted Approach von Jun Fang, Feiyu Wang, Yanning Shen, Hongbin Li, Blum, Rick S.

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Distributed and Quantized Online Multi-Kernel Learning von Shen, Yanning, Karimi-Bidhendi, Saeed, Jafarkhani, Hamid

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Online Categorical Subspace Learning for Sketching Big Data with Misses von Yanning Shen, Mardani, Morteza, Giannakis, Georgios B.

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Exact Reconstruction Analysis of Log-Sum Minimization for Compressed Sensing von Shen, Yanning, Fang, Jun, Li, Hongbin

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Sparse signal recovery from one-bit quantized data: An iterative reweighted algorithm von Fang, Jun, Shen, Yanning, Li, Hongbin, Ren, Zhi

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FairGAT: Fairness-Aware Graph Attention Networks von Kose, O. Deniz, Shen, Yanning

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Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks von Shen, Yanning, Giannakis, Georgios B., Baingana, Brian

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Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks von Li, Maosen, Chen, Siheng, Shen, Yanning, Liu, Genjia, Tsang, Ivor W., Zhang, Ya

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Demystifying and Mitigating Bias for Node Representation Learning von Kose, O. Deniz, Shen, Yanning

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Online Graph-Adaptive Learning With Scalability and Privacy von Shen, Yanning, Leus, Geert, Giannakis, Georgios B.

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Long-Term Fairness for Real-Time Decision Making: A Constrained Online Optimization Approach von Du, Ruijie, Muthirayan, Deepan, Khargonekar, Pramod P., Shen, Yanning

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Online Learning With Uncertain Feedback Graphs von Ghari, Pouya M., Shen, Yanning

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Fairness-Aware Optimal Graph Filter Design von Kose, O. Deniz, Mateos, Gonzalo, Shen, Yanning

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Fair Contrastive Learning on Graphs von Kose, Oyku Deniz, Shen, Yanning

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Super-Resolution Compressed Sensing: An Iterative Reweighted Algorithm for Joint Parameter Learning and Sparse Signal Recovery von Fang, Jun, Li, Jing, Shen, Yanning, Li, Hongbin, Li, Shaoqian

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Canonical Correlation Analysis of Datasets With a Common Source Graph von Chen, Jia, Wang, Gang, Shen, Yanning, Giannakis, Georgios B.

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