2018 - 2019
MS in computer vision at Carnegie Mellon.
2014 - 2018
Majored in computer science at Xi'an Jiaotong University. During my
undergrad study, I had a track record of contributing to CNN efficient
inference.
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I designed
channel pruning
to effectively prune channels. (2k citations)
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I further proposed
AutoML for Model Compression
to sample the design space of channel pruning via reinforcement
learning, which greatly improved the performance.
(1k citations)
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I served as a reviewer for ECCV'20, ICML'20, CVPR'20, ICLR'20,
ICCV'19, CVPR'19, ICLR'19, NIPS'18, Pattern Recognition Letters,
TIP and IJCV.