Showing 1–20 of 30 results
/ Date/ Name
Sep 13, 2024Online Learning Of Expanding GraphsDec 4, 2022Joint graph learning from Gaussian observations in the presence of hidden nodesJun 13, 2025Directed Acyclic Graph Convolutional NetworksJul 11, 2022Enhanced graph-learning schemes driven by similar distributions of motifsMay 5, 2024Convolutional Learning on Directed Acyclic GraphsSep 12, 2024Non-negative Weighted DAG Structure LearningSep 24, 2021Untrained Graph Neural Networks for DenoisingAug 2, 2019An Underparametrized Deep Decoder Architecture for Graph SignalsMar 25, 2025Enhancing Graphical Lasso: A Robust Scheme for Non-Stationary Mean DataSep 20, 2025Feature Selection via Graph Topology Inference for Soundscape Emotion RecognitionFeb 26, 2023Robust Network Topology Inference and Processing of Graph SignalsOct 5, 2021Joint inference of multiple graphs with hidden variables from stationary graph signalsMar 10, 2021Robust graph-filter identification with graph denoising regularizationSep 13, 2024Redesigning graph filter-based GNNs to relax the homophily assumptionDec 8, 2025Non-negative DAG Learning from Time-Series DataJun 10, 2025Adapting to Heterophilic Graph Data with Structure-Guided Neighbor DiscoveryOct 8, 2025Estimating Fair Graphs from Graph-Stationary DataNov 10, 2021Learning Graphs from Smooth and Graph-Stationary Signals with Hidden VariablesJun 30, 2023Joint Network Topology Inference in the Presence of Hidden NodesOct 2, 2021A Robust Alternative for Graph Convolutional Neural Networks via Graph Neighborhood Filters