AUGUST 13, 2025 Conference Paper GMI-DRL: Empowering Multi-GPU DRL with Adaptive-Grained Parallelism ( Read More )
AUGUST 1, 2025 Conference Paper GreedyML: A parallel algorithm for maximizing constrained submodular functions ( Read More )
JULY 2, 2025 Conference Paper DS-TPU: Dynamical System for on-Device Lifelong Graph Learning with Nonlinear Node Interaction ( Read More )
MAY 23, 2025 Journal Article Graph Characterization of Higher-Order Structure in Atmospheric Chemical Reaction Mechanisms ( Read More )
MAY 15, 2025 Conference Paper GraphAide: Advanced Graph-Assisted Query and Reasoning System ( Read More )
MAY 15, 2025 Conference Paper Contradictory Ambiguous Revocable Assertion Tracker (CARAT) Encoding ( Read More )
MAY 15, 2025 Conference Paper Retrieving Top-k Hyperedge Triplets: Models and Applications ( Read More )
MAY 13, 2025 Conference Paper Improving Property Graph Layouts by Leveraging Attribute Similarity for Structurally Equivalent Nodes ( Read More )
MAY 13, 2025 Journal Article GreediRIS: Scalable Influence Maximization using Distributed Streaming Maximum Cover ( Read More )
MAY 9, 2025 Journal Article Artificial Judgement Assistance from teXt (AJAX): Applying Open Domain Question Answering to Nuclear Non-proliferation Analysis ( Read More )
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 Report Unifying Combinatorial and Graphical Methods in Artificial Intelligence ( Read More )
NOVEMBER 18, 2024 Conference Paper Extending Power of Nature from Binary Problems to Real-Valued Graph Learning in Real World ( Read More )
OCTOBER 17, 2024 Conference Paper AGS-GNN: Attribute-guided Sampling for Graph Neural Networks ( Read More )