Xiu Ma

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 19

Top Topics

Finite Difference

Graphics Processing Units

Top Venues

J. Syst. Archit.

Publications

Xueying Wang, Guangli Li, Xiu Ma, Xiaobing Feng
Facilitating hardware-aware neural architecture search with learning-based predictive models. J. Syst. Archit. 137 (2023)
Guangli Li, Xiu Ma, Qiuchu Yu, Lei Liu, Huaxiao Liu, Xueying Wang
CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks. J. Syst. Archit. 143 (2023)
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 (2023)
Guangli Li, Xiu Ma, Xueying Wang, Hengshan Yue, Jiansong Li, Lei Liu, Xiaobing Feng, Jingling Xue
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning. J. Syst. Archit. 124 (2022)
Xiu Ma, Huaxiao Liu, Guang-Li Li, Lei Liu
FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators. J. Comput. Sci. Technol. 37 (5) (2022)
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)
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 (2022)
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)
Fangtao Zhang, Xiu Ma, Weiqing Huang
SeqA-ITD: User Behavior Sequence Augmentation for Insider Threat Detection at Multiple Time Granularities. IJCNN (2022)
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)
Guangli Li, Jingling Xue, Lei Liu, Xueying Wang, Xiu Ma, Xiao Dong, Jiansong Li, Xiaobing Feng
Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs. CGO (2021)
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 (2020)
Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
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. ICASSP (2020)
Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices. CoRR (2020)
Yuping Lai, Xiu Ma, Yanping Xu, Yongfa Ling, Chunlai Du, Jianhe Du, Yongmei Zhang, Yuan Ping
Positive Data Modeling Using a Mixture of Mixtures of Inverted Beta Distributions. IEEE Access 7 (2019)
Guangli Li, Xueying Wang, Xiu Ma, Lei Liu, Xiaobing Feng
XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips. Bench (2019)
Hanquan Wang, Xiu Ma, Junliang Lu, Wen Gao
An efficient time-splitting compact finite difference method for Gross-Pitaevskii equation. Appl. Math. Comput. 297 (2017)
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) (2016)