 Score Matching on Large Geometric Graphs for Cosmology GenerationIFIP Working Conference on Database Semantics (IWDS), 2025 |
 Graph Generative Models Evaluation with Masked AutoencoderPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2025 |
 Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over GraphsConference on Uncertainty in Artificial Intelligence (UAI), 2025 |
 A Diffusive Data Augmentation Framework for Reconstruction of Complex Network Evolutionary HistoryIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 |
 Network Diffuser for Placing-Scheduling Service Function Chains with Inverse DemonstrationIEEE Conference on Computer Communications (IEEE INFOCOM), 2025 |
 Vertical Validation: Evaluating Implicit Generative Models for Graphs on
Thin Support RegionsConference on Uncertainty in Artificial Intelligence (UAI), 2024 |
