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How Far Does BERT Look At:Distance-based Clustering and Analysis of BERT$'$s Attention

Nov 03, 2020
Yue Guan, Jingwen Leng, Chao Li, Quan Chen, Minyi Guo

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Architectural Implications of Graph Neural Networks

Sep 02, 2020
Zhihui Zhang, Jingwen Leng, Lingxiao Ma, Youshan Miao, Chao Li, Minyi Guo

* in IEEE Computer Architecture Letters, vol. 19, no. 1, pp. 59-62, 1 Jan.-June 2020 
* 4 pages, published in IEEE Computer Architecture Letters (CAL) 2020 

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Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity

Aug 29, 2020
Cong Guo, Bo Yang Hsueh, Jingwen Leng, Yuxian Qiu, Yue Guan, Zehuan Wang, Xiaoying Jia, Xipeng Li, Minyi Guo, Yuhao Zhu

* 12pages, ACM/IEEE Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC20) 

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Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration

Feb 18, 2020
Cong Guo, Yangjie Zhou, Jingwen Leng, Yuhao Zhu, Zidong Du, Quan Chen, Chao Li, Minyi Guo, Bin Yao

* Accepted by DAC2020 

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Adversarial Defense Through Network Profiling Based Path Extraction

May 09, 2019
Yuxian Qiu, Jingwen Leng, Cong Guo, Quan Chen, Chao Li, Minyi Guo, Yuhao Zhu

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