Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural ProcessInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Understanding and Tackling Over-Dilution in Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2025 |
DR-CircuitGNN: Training Acceleration of Heterogeneous Circuit Graph Neural Network on GPUsInternational Conference on Supercomputing (ICS), 2025 |
Time-Aware and Transition-Semantic Graph Neural Networks for Interpretable Predictive Business Process MonitoringExpert systems with applications (ESWA), 2025 |
RicciFlowRec: A Geometric Root Cause Recommender Using Ricci Curvature on Financial GraphsACM Conference on Recommender Systems (RecSys), 2025 |