40 citations · 59 across the 7 of their papers we have counts for
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cs.DC2023★ 1 cited
Distributed and Deep Vertical Federated Learning with Big Data
Ji Liu, Xuehai Zhou, Lei Mo +5
In recent years, data are typically distributed in multiple organizations while the data security is becoming increasingly important. Federated Learning (FL), which enables multipl…
cs.DC2019★ 40 cited
A Survey of FPGA Based Deep Learning Accelerators: Challenges and Opportunities
Teng Wang, Chao Wang, Xuehai Zhou +1
With the rapid development of in-depth learning, neural network and deep learning algorithms have been widely used in various fields, e.g., image, video and voice processing. Howev…
cs.DC2017
DSA: Scalable Distributed Sequence Alignment System Using SIMD Instructions
Bo Xu, Changlong Li, Hang Zhuang +4
Sequence alignment algorithms are a basic and critical component of many bioinformatics fields. With rapid development of sequencing technology, the fast growing reference database…