 Scalable Hypergraph Structure Learning with Diverse Smoothness PriorsIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2025 |
 Heterogeneous Graph Structure Learning through the Lens of Data-generating ProcessesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
 Learning Sheaf Laplacian Optimizing Restriction MapsAsilomar Conference on Signals, Systems and Computers (ACSSC), 2024 |
 Online Graph Topology Learning via Time-Vertex Adaptive Filters: From Theory to Cardiac FibrillationIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2024 |
 Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time
Series: Architecture and Application to ICU Patient DataIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2024 |
 A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor NetworksJournal of Network and Computer Applications (JNCA), 2024 |
 Online Proximal ADMM for Graph Learning from Streaming Smooth SignalsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
 Online Network Inference from Graph-Stationary Signals with Hidden NodesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
 Online Learning Of Expanding GraphsIEEE Open Journal of Signal Processing (JOSP), 2024 |
 Non-negative Weighted DAG Structure LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
 Efficient Learning of Balanced Signed Graphs via Iterative Linear
ProgrammingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
 LAN: Learning Adaptive Neighbors for Real-Time Insider Threat DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2024 |
 Multiview Graph Learning with Consensus GraphIEEE Transactions on Signal and Information Processing over Networks (TSIPN), 2024 |
 Learning graphs and simplicial complexes from dataIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
 Network Momentum across Asset ClassesSocial Science Research Network (SSRN), 2023 |
 AbDiffuser: Full-Atom Generation of in vitro Functioning AntibodiesNeural Information Processing Systems (NeurIPS), 2023 |
 Edgewise outliers of network indexed signalsIEEE Transactions on Signal Processing (IEEE TSP), 2023 |
