AUGUST 13, 2025 Conference Paper GMI-DRL: Empowering Multi-GPU DRL with Adaptive-Grained Parallelism ( Read More )
AUGUST 7, 2025 Journal Article Coupled Lake-Atmosphere-Land Physics Uncertainties in a Great Lakes Regional Climate Model ( Read More )
AUGUST 1, 2025 Conference Paper GreedyML: A parallel algorithm for maximizing constrained submodular functions ( Read More )
AUGUST 1, 2025 Journal Article Active and transfer learning with partially Bayesian neural networks for materials and chemicals ( 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 Journal Article GreediRIS: Scalable Influence Maximization using Distributed Streaming Maximum Cover ( Read More )
MAY 13, 2025 Conference Paper Improving Property Graph Layouts by Leveraging Attribute Similarity for Structurally Equivalent Nodes ( 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 26, 2025 Conference Paper Enhancing Solar Power Forecasting with Regularized Constrained Quantile Regression Averaging and Bootstrapping Techniques ( Read More )
MARCH 14, 2025 Journal Article Characterizing How Meteorological Forcing Selection and Parameter Uncertainty Influence Community Land Model Version 5 Hydrological Applications in the United States ( Read More )
MARCH 7, 2025 Journal Article Introducing Molecular Hypernetworks for Discovery in Multidimensional Metabolomics Data ( Read More )
MARCH 6, 2025 Journal Article Characterizing and communicating uncertainty: lessons from NASA’s Carbon Monitoring System ( Read More )