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Xiu Ma
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2020 – today
- 2023
- [j10]Leiqi Wang, Xiu Ma, Ning Li, Qiujian Lv, Yan Wang, Weiqing Huang, Haiyan Chen:
TGPrint: Attack fingerprint classification on encrypted network traffic based graph convolution attention networks. Comput. Secur. 135: 103466 (2023) - [j9]Xueying Wang
, Guangli Li
Facilitating hardware-aware neural architecture search with learning-based predictive models. J. Syst. Archit. 137: 102838 (2023) - [j8]Guangli Li
CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks. J. Syst. Archit. 143: 102978 (2023) - 2022
- [j7]Xiu Ma, Guangli Li, Lei Liu, Huaxiao Liu, Xueying Wang
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs. Neurocomputing 505: 375-387 (2022) - [j6]Xiu Ma, Huaxiao Liu, Guang-Li Li, Lei Liu:
FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators. J. Comput. Sci. Technol. 37(5): 1200-1220 (2022) - [j5]Guangli Li
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning. J. Syst. Archit. 124: 102431 (2022) - [c7]Xiu Ma, Leiqi Wang, Qiujian Lv, Yan Wang, Qi Zhang, Jianguo Jiang:
CyEvent2vec: Attributed Heterogeneous Information Network based Event Embedding Framework for Cyber Security Events Analysis. IJCNN 2022: 1-8 - [c6]Fangtao Zhang, Xiu Ma, Weiqing Huang:
SeqA-ITD: User Behavior Sequence Augmentation for Insider Threat Detection at Multiple Time Granularities. IJCNN 2022: 1-7 - [c5]Yan Wang, Xiaowei Hou, Xiu Ma, Qiujian Lv:
A Software Security Entity Relationships Prediction Framework Based on Knowledge Graph Embedding Using Sentence-Bert. WASA (2) 2022: 501-513 - 2021
- [c4]Guangli Li, Jingling Xue, Lei Liu, Xueying Wang
Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs. CGO 2021: 90-102 - [c3]Xiu Ma, Guangli Li, Lei Liu, Huaxiao Liu, Lei Liu, Xiaobing Feng:
Understanding the Runtime Overheads of Deep Learning Inference on Edge Devices. ISPA/BDCloud/SocialCom/SustainCom 2021: 390-397 - 2020
- [j4]Guangli Li
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 3614-3626 (2020) - [c2]Guangli Li, Lei Liu, Xueying Wang
Lance: efficient low-precision quantized winograd convolution for neural networks based on graphics processing units. ICASSP 2020: 3842-3846 - [i2]Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng:
LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units. CoRR abs/2003.08646 (2020) - [i1]Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng:
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices. CoRR abs/2010.16165 (2020)
2010 – 2019
- 2019
- [j3]Yuping Lai, Xiu Ma
Positive Data Modeling Using a Mixture of Mixtures of Inverted Beta Distributions. IEEE Access 7: 38146-38156 (2019) - [c1]Guangli Li, Xueying Wang, Xiu Ma, Lei Liu, Xiaobing Feng:
XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips. Bench 2019: 51-56 - 2017
- [j2]Hanquan Wang, Xiu Ma, Junliang Lu, Wen Gao:
An efficient time-splitting compact finite difference method for Gross-Pitaevskii equation. Appl. Math. Comput. 297: 131-144 (2017) - 2016
- [j1]Hanquan Wang, Yong Zhang, Xiu Ma, Jun Qiu, Yan Liang:
An efficient implementation of fourth-order compact finite difference scheme for Poisson equation with Dirichlet boundary conditions. Comput. Math. Appl. 71(9): 1843-1860 (2016)
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