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Shanglin Zhou

Surrogate Lagrangian Relaxation: A Path To Retrain-free Deep Neural Network Pruning

Apr 08, 2023
Shanglin Zhou, Mikhail A. Bragin, Lynn Pepin, Deniz Gurevin, Fei Miao, Caiwen Ding

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* arXiv admin note: text overlap with arXiv:2012.10079

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RRNet: Towards ReLU-Reduced Neural Network for Two-party Computation Based Private Inference

Feb 22, 2023
Hongwu Peng, Shanglin Zhou, Yukui Luo, Nuo Xu, Shijin Duan, Ran Ran, Jiahui Zhao, Shaoyi Huang, Xi Xie, Chenghong Wang, Tong Geng, Wujie Wen, Xiaolin Xu, Caiwen Ding

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* This is work is a updated version of arXiv:2209.09424, the original version has been withdrawn

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Shared Information-Based Safe And Efficient Behavior Planning For Connected Autonomous Vehicles

Feb 15, 2023
Songyang Han, Shanglin Zhou, Lynn Pepin, Jiangwei Wang, Caiwen Ding, Fei Miao

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* This paper gets the Best Paper Award in the DCAA workshop of AAAI 2023

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