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1
Scaling Graph Neural Networks for Sciences
Scaling Graph Neural Networks for Sciences
Tripathy, Alok. | University of California, Berkeley | 2025
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2
Enhancing Drug Repositioning With Interpretable Graph Neural Network Models on Biomedical Knowledge Graphs
Enhancing Drug Repositioning With Interpretable Graph Neural Network Models on Biomedical Knowledge Graphs
Gonzalez-Cavazos, Adriana Carolina. | The Scripps Research Institute | 2025
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3
Towards Effective and Efficient Graph Neural Networks
Towards Effective and Efficient Graph Neural Networks
Wang, Yewen. | University of California, Los Angeles | 2024
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4
Efficient Algorithms for Partial Information Management: Bandit Problems and Graph Neural Networks
Efficient Algorithms for Partial Information Management: Bandit Problems and Graph Neural Networks
Dong, Jialin. | University of California, Los Angeles | 2024
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5
Hardware-Software Codesign for Accelerating Graph Neural Networks on FPGA
Hardware-Software Codesign for Accelerating Graph Neural Networks on FPGA
Zhang, Bingyi. | University of Southern California | 2024
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6
Advancing Graph Neural Networks for Complex Data: A Perspective Beyond Homophily
Advancing Graph Neural Networks for Complex Data: A Perspective Beyond Homophily
Zhu, Jiong. | University of Michigan | 2024
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7
Efficient Deep Learning Models for Physics Simulation
Efficient Deep Learning Models for Physics Simulation
Li, Zijie. | Carnegie Mellon University | 2025
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8
Optimization and Generalization of Neural Networks in Moderate-Dimensional Regimes
Optimization and Generalization of Neural Networks in Moderate-Dimensional Regimes
Karhadkar, Kedar. | University of California, Los Angeles | 2025
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9
Quarantine in Motion: Pandemic Prevention at the Intersection of Human Mobility, Epidemiology, and AI
Quarantine in Motion: Pandemic Prevention at the Intersection of Human Mobility, Epidemiology, and AI
Hurtado, Sofia | The University of Texas at Austin | 2025
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10
Accelerating Multilinear Maps and Structured Sparse Tensor Kernels
Accelerating Multilinear Maps and Structured Sparse Tensor Kernels
Bharadwaj, Vivek. | University of California, Berkeley | 2025
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