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YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design


Sep 12, 2020
Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang


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ESMFL: Efficient and Secure Models for Federated Learning


Sep 03, 2020
Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding

* 7 pages, 3 figures 

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An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices


Feb 22, 2020
Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang

* arXiv admin note: text overlap with arXiv:1909.05073 

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Deep Compressed Pneumonia Detection for Low-Power Embedded Devices


Nov 04, 2019
Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang


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C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing


Aug 02, 2018
Zhe Li, Xiaolong Ma, Hongjia Li, Qiyuan An, Aditya Singh Rathore, Qinru Qiu, Wenyao Xu, Yanzhi Wang

* The paper contains error, and the project is suspended, the results will be not updated in the near future, withdraw is better option than replace 

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Image Dataset for Visual Objects Classification in 3D Printing


Mar 22, 2018
Hongjia Li, Xiaolong Ma, Aditya Singh Rathore, Zhe Li, Qiyuan An, Chen Song, Wenyao Xu, Yanzhi Wang

* It is not accepted and the work needed major reversion and improvement 

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FFT-Based Deep Learning Deployment in Embedded Systems


Dec 13, 2017
Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram

* Design, Automation, and Test in Europe (DATE) For source code, please contact Mahdi Nazemi at  

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Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations


Oct 10, 2017
Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang


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