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Wen-mei Hwu

Accelerating Sampling and Aggregation Operations in GNN Frameworks with GPU Initiated Direct Storage Accesses

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Jun 28, 2023
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IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research

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Feb 27, 2023
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PIGEON: Optimizing CUDA Code Generator for End-to-End Training and Inference of Relational Graph Neural Networks

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Jan 16, 2023
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Submission-Aware Reviewer Profiling for Reviewer Recommender System

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Nov 08, 2022
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Can Language Models Be Specific? How?

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Oct 11, 2022
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DKG: A Descriptive Knowledge Graph for Explaining Relationships between Entities

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May 21, 2022
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Graph Neural Network Training with Data Tiering

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Nov 10, 2021
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MLHarness: A Scalable Benchmarking System for MLCommons

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Nov 09, 2021
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Open Relation Modeling: Learning to Define Relations between Entities

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Aug 20, 2021
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Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach

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May 27, 2021
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