Wen‐mei Hwu

Vertext

2020

Online communication platforms like Slack and Microsoft teams have become increasingly crucial for a digitized workplace to improve business efficiency and growth. However, these chat platforms can overwhelm the users with unstructured long streams of …

Safer Illinois and RokWall: Privacy Preserving University Health Apps\n for COVID-19

2021 · arXiv (Cornell University)

COVID-19 has fundamentally disrupted the way we live. Government bodies,\nuniversities, and companies worldwide are rapidly developing technologies to\ncombat the COVID-19 pandemic and safely reopen society. Essential analytics\ntools such as contact tracing, super-spreader event detection, and …

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

2023 · arXiv (Cornell University)

Graph neural networks (GNNs) have shown high potential for a variety of real-world, challenging applications, but one of the major obstacles in GNN research is the lack of large-scale flexible datasets. Most existing public datasets …

CODAG: Characterizing and Optimizing Decompression Algorithms for GPUs

2023 · arXiv (Cornell University)

Data compression and decompression have become vital components of big-data applications to manage the exponential growth in the amount of data collected and stored. Furthermore, big-data applications have increasingly adopted GPUs due to their high …