Guanhua Wang | DeepAI

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Featured Co-authors

Lei Yang
117 publications
Ion Stoica
74 publications
Yuxiong He
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Feng Yan
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Shivaram Venkataraman
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Abhik Roychoudhury
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Mingyu Guo
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Muhammad Ali Babar
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Yong Yang
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Sudipta Chattopadhyay
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Amar Phanishayee
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∙ 06/16/2023

ZeRO++: Extremely Efficient Collective Communication for Giant Model Training

Zero Redundancy Optimizer (ZeRO) has been used to train a wide range of ...

0 Guanhua Wang, et al. ∙

∙ 05/19/2023

Cost Sharing Public Project with Minimum Release Delay

We study the excludable public project model where the decision is binar...

0 Mingyu Guo, et al. ∙

∙ 04/15/2022

Machine Learning Approaches to Automated Mechanism Design for Public Project Problem

Mechanism design is a central research branch in microeconomics. An effe...

0 Guanhua Wang, et al. ∙

∙ 03/11/2022

Redistribution in Public Project Problems via Neural Networks

Many important problems in multiagent systems involve resource allocatio...

0 Guanhua Wang, et al. ∙

∙ 02/26/2020

Mechanism Design for Public Projects via Neural Networks

We study mechanism design for nonexcludable and excludable binary public...

0 Guanhua Wang, et al. ∙

∙ 02/18/2020

Failout: Achieving Failure-Resilient Inference in Distributed Neural Networks

When a neural network is partitioned and distributed across physical nod...

15 Ashkan Yousefpour, et al. ∙

∙ 10/11/2019

Blink: Fast and Generic Collectives for Distributed ML

Model parameter synchronization across GPUs introduces high overheads fo...

0 Guanhua Wang, et al. ∙

∙ 09/02/2019

KLEESPECTRE: Detecting Information Leakage through Speculative Cache Attacks via Symbolic Execution

Spectre attacks disclosed in early 2018 expose data leakage scenarios vi...

0 Guanhua Wang, et al. ∙

∙ 07/03/2019

Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification

Preventing organizations from Cyber exploits needs timely intelligence a...

0 Ba Dung Le, et al. ∙

∙ 07/16/2018

oo7: Low-overhead Defense against Spectre Attacks via Binary Analysis

The Spectre vulnerability in modern processors has been reported earlier...

0 Guanhua Wang, et al. ∙

∙ 07/16/2018

oo7: Low-overhead Defense against Spectre Attacks

The Spectre vulnerability in modern processors has been reported earlier...

0 Guanhua Wang, et al. ∙

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