Xuefei Ning
Xuefei Ning
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[TPAMI'23] A Generic Graph-based Neural Architecture Encoding Scheme with Multifaceted Information
An extension of GATES@ECCV'20. We incorporate multifaceted information about NN’s operation-level and architecture-level computing semantics into the construction and training of the encoder.
Xuefei Ning
,
Yin Zheng
,
Zixuan Zhou
,
Tianchen Zhao
,
Huazhong Yang
,
Yu Wang
Last updated on May 7, 2024
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[TCAD'22] Exploring the Potential of Low-bit Training of Convolutional Neural Networks
We propose a hardware-friendly multi-level scaling format to enable low-bit training, and implements the corresponding hardware unit.
Kai Zhong
,
Xuefei Ning
,
Guohao Dai
,
Zhenhua Zhu
,
Tianchen Zhao
,
Shulin Zeng
,
Yu Wang
,
Huazhong Yang
Last updated on May 7, 2024
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