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Welcome!

My name is Shuai Zhang. I am a Senior Staff Engineer and Manager of Computer Vision Group at Qualcomm, USA.

My research interests include numerical optimization, computer vision, and neural networks, with a focus on Edge AI.

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Research Highlights

Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets

Seventh International Conference on Learning Representations (ICLR), 2019

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TRP: Trained Rank Pruning for Efficient Deep Neural Networks

International Joint Conference on Artificial Intelligence (IJCAI), 2020

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AutoShuffleNet: Learning Permutation Matrices via an Exact Lipschitz Continuous Penalty in Deep Convolutional Neural Networks

26th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2020

one of the Most Influential KDD Papers Read More
MobileInst: Video Instance Segmentation on the Mobile

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024

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Minimization of Transformed L1 Penalty: Theory, Difference of Convex Function Algorithm, and Robust Application in Compressed Sensing

Mathematical Programming, Series B, 2018

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Resume

Learn more about my experience and publications.

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