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Topic Analysis for Text with Side Data


Mar 01, 2022
Biyi Fang, Kripa Rajshekhar, Diego Klabjan


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Tricks and Plugins to GBM on Images and Sequences


Mar 01, 2022
Biyi Fang, Jean Utke, Diego Klabjan


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Only Train Once: A One-Shot Neural Network Training And Pruning Framework


Jul 15, 2021
Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu

* Under Review 

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Neural Network Compression Via Sparse Optimization


Nov 11, 2020
Tianyi Chen, Bo Ji, Yixin Shi, Tianyu Ding, Biyi Fang, Sheng Yi, Xiao Tu


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Deep Learning in the Era of Edge Computing: Challenges and Opportunities


Oct 17, 2020
Mi Zhang, Faen Zhang, Nicholas D. Lane, Yuanchao Shu, Xiao Zeng, Biyi Fang, Shen Yan, Hui Xu


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HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking


Sep 07, 2019
Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang

* 9 pages, 6 figures, 6 tables. Nominated for ICCV 2019 Neural Architects Workshop Best Paper Award 

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Convergence Analyses of Online ADAM Algorithm in Convex Setting and Two-Layer ReLU Neural Network


May 22, 2019
Biyi Fang, Diego Klabjan


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NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision


Oct 23, 2018
Biyi Fang, Xiao Zeng, Mi Zhang

* Fang, Biyi, Xiao Zeng, and Mi Zhang. "NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision." Proceedings of the 24th Annual International Conference on Mobile Computing and Networking. ACM, 2018 
* 12 pages 

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DeepASL: Enabling Ubiquitous and Non-Intrusive Word and Sentence-Level Sign Language Translation


Oct 18, 2018
Biyi Fang, Jillian Co, Mi Zhang


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