Hongzheng Chen | DeepAI

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Featured Co-authors

Jun He
61 publications
Zhen Zhang
59 publications
Yichi Zhang
59 publications
Christopher De Sa
51 publications
Dan Li
50 publications
Shuai Zheng
47 publications
Deming Chen
39 publications
Yida Wang
35 publications
Zhiru Zhang
31 publications
Chuan Wu
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G. Edward Suh
19 publications

research

∙ 02/16/2023

Decoupled Model Schedule for Deep Learning Training

Recent years have seen an increase in the development of large deep lear...

0 Hongzheng Chen, et al. ∙

research

∙ 03/04/2022

Structured Pruning is All You Need for Pruning CNNs at Initialization

Pruning is a popular technique for reducing the model size and computati...

0 Yaohui Cai, et al. ∙

research

∙ 12/16/2021

BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing

Graph neural networks (GNNs) have extended the success of deep neural ne...

1 Tianfeng Liu, et al. ∙

research

∙ 12/22/2020

FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations

Binary neural networks (BNNs) have 1-bit weights and activations. Such n...

0 Yichi Zhang, et al. ∙