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DS-TPU: Dynamical System for on-Device Lifelong Graph Learning with Nonlinear Node Interaction

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GreedyML: A parallel algorithm for maximizing constrained submodular functions

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A machine learning method of modern urban building energy modeling: A case study of Chicago

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Extending Power of Nature from Binary Problems to Real-Valued Graph Learning in Real World

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Graph Characterization of Higher-Order Structure in Atmospheric Chemical Reaction Mechanisms

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Red-QAOA: Efficient Variational Optimization through Circuit Reduction

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GLIMPSE of Future Power Grid Models

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Picasso: Memory-Efficient Graph Coloring Using Palettes With Applications in Quantum Computing

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A Tri-Level Optimization Model for Interdependent Infrastructure Network Resilience Against Compound Hazard Events

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Accelerating GNNs on GPU Sparse Tensor Cores through N:M Sparsity-Oriented Graph Reordering