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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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Physics-aware Roughness Optimization for Diffractive Optical Neural Networks


Apr 04, 2023
Shanglin Zhou, Yingjie Li, Minhan Lou, Weilu Gao, Zhijie Shi, Cunxi Yu, Caiwen Ding

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* This paper is accepted by the Design Automation Conference (DAC), 2023 

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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* This is work is a updated version of arXiv:2209.09424, the original version has been withdrawn 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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PolyMPCNet: Towards ReLU-free Neural Architecture Search in Two-party Computation Based Private Inference


Sep 20, 2022
Hongwu Peng, Shanglin Zhou, Yukui Luo, Shijin Duan, Nuo Xu, Ran Ran, Shaoyi Huang, Chenghong Wang, Tong Geng, Ang Li, Wujie Wen, Xiaolin Xu, Caiwen Ding

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EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System


Jul 14, 2022
Sahidul Islam, Shanglin Zhou, Ran Ran, Yufang Jin, Wujie Wen, Caiwen Ding, Mimi Xie

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Enabling Super-Fast Deep Learning on Tiny Energy-Harvesting IoT Devices


Nov 28, 2021
Sahidul Islam, Jieren Deng, Shanglin Zhou, Chen Pan, Caiwen Ding, Mimi Xie

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* 6 pages 

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Exploration of Quantum Neural Architecture by Mixing Quantum Neuron Designs


Sep 08, 2021
Zhepeng Wang, Zhiding Liang, Shanglin Zhou, Caiwen Ding, Jinjun Xiong, Yiyu Shi, Weiwen Jiang

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