APRIL 4, 2025 Conference Paper Accelerating GNNs on GPU Sparse Tensor Cores through N:M Sparsity-Oriented Graph Reordering ( Read More )
APRIL 3, 2025 Conference Paper Nature-GL: A Revolutionary Learning Paradigm Unleashing Nature’s Power in Real-World Spatial-Temporal Graph Learning ( Read More )
APRIL 3, 2025 Conference Paper Unlocking Scholarly Insights: Leveraging Machine Learning Approaches for Citation Analysis and Intent Classification ( Read More )
MARCH 7, 2025 Journal Article Introducing Molecular Hypernetworks for Discovery in Multidimensional Metabolomics Data ( Read More )
JANUARY 30, 2025 Journal Article A Tri-Level Optimization Model for Interdependent Infrastructure Network Resilience Against Compound Hazard Events ( Read More )
DECEMBER 20, 2024 Conference Paper Distributed Multi-GPU Community Detection on Exascale Computing Platforms ( Read More )
NOVEMBER 18, 2024 Conference Paper Extending Power of Nature from Binary Problems to Real-Valued Graph Learning in Real World ( Read More )
NOVEMBER 18, 2024 Report Unifying Combinatorial and Graphical Methods in Artificial Intelligence ( Read More )
OCTOBER 17, 2024 Conference Paper AGS-GNN: Attribute-guided Sampling for Graph Neural Networks ( Read More )
SEPTEMBER 19, 2024 Conference Paper Fast Parallel Tensor Times Same Vector for Hypergraphs ( Read More )
AUGUST 7, 2024 Conference Paper Red-QAOA: Efficient Variational Optimization through Circuit Reduction ( Read More )
AUGUST 6, 2024 Conference Paper FuseIM: Fusing Probabilistic Traversals for Influence Maximization on Exascale Systems ( Read More )
AUGUST 6, 2024 Conference Paper Evaluating Emerging AI/ML Accelerators: IPU, RDU, and and NVIDIA/AMD GPUs ( Read More )
AUGUST 6, 2024 Conference Paper Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing ( Read More )
AUGUST 6, 2024 Conference Paper DS-GL: Advancing Graph Learning via Harnessing the Power of Nature within Dynamic Systems ( Read More )