An efficient implementation of fourth-order compact finite difference scheme for Poisson equation with Dirichlet boundary conditions. - Hanquan Wang; Yong Zhang 005; Xiu Ma; Jun Qiu; Yan Liang (Comput. Math. Appl., 2016)

An efficient time-splitting compact finite difference method for Gross-Pitaevskii equation. - Hanquan Wang; Xiu Ma; Junliang Lu; Wen Gao 003 (Appl. Math. Comput., 2017)

XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips. - Guangli Li; Xueying Wang 003; Xiu Ma; Lei Liu 030; Xiaobing Feng 002 (Bench, 2019)

Positive Data Modeling Using a Mixture of Mixtures of Inverted Beta Distributions. - Yuping Lai; Xiu Ma; Yanping Xu; Yongfa Ling; Chunlai Du; Jianhe Du; Yongmei Zhang; Yuan Ping (IEEE Access, 2019)

Lance: efficient low-precision quantized winograd convolution for neural networks based on graphics processing units. - Guangli Li; Lei Liu 030; Xueying Wang 003; Xiu Ma; Xiaobing Feng 002 (ICASSP, 2020)

Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices. - Guangli Li; Xiu Ma; Xueying Wang 003; Lei Liu 030; Jingling Xue; Xiaobing Feng 002 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs. - Guangli Li; Jingling Xue; Lei Liu 030; Xueying Wang 003; Xiu Ma; Xiao Dong; Jiansong Li; Xiaobing Feng 002 (CGO, 2021)

Understanding the Runtime Overheads of Deep Learning Inference on Edge Devices. - Xiu Ma; Guangli Li; Lei Liu 040; Huaxiao Liu; Lei Liu 030; Xiaobing Feng 002 (ISPA/BDCloud/SocialCom/SustainCom, 2021)

CyEvent2vec: Attributed Heterogeneous Information Network based Event Embedding Framework for Cyber Security Events Analysis. - Xiu Ma; Leiqi Wang; Qiujian Lv; Yan Wang 081; Qi Zhang; Jianguo Jiang (IJCNN, 2022)

SeqA-ITD: User Behavior Sequence Augmentation for Insider Threat Detection at Multiple Time Granularities. - Fangtao Zhang; Xiu Ma; Weiqing Huang (IJCNN, 2022)

A Software Security Entity Relationships Prediction Framework Based on Knowledge Graph Embedding Using Sentence-Bert. - Yan Wang 081; Xiaowei Hou; Xiu Ma; Qiujian Lv (WASA (2), 2022)

Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs. - Xiu Ma; Guangli Li; Lei Liu 040; Huaxiao Liu; Xueying Wang 003 (Neurocomputing, 2022)

FlexPDA: A Flexible Programming Framework for Deep Learning Accelerators. - Xiu Ma; Huaxiao Liu; Guang-Li Li; Lei Liu 040 (J. Comput. Sci. Technol., 2022)

Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning. - Guangli Li; Xiu Ma; Xueying Wang 003; Hengshan Yue; Jiansong Li; Lei Liu 030; Xiaobing Feng 002; Jingling Xue (J. Syst. Archit., 2022)

Facilitating hardware-aware neural architecture search with learning-based predictive models. - Xueying Wang 003; Guangli Li; Xiu Ma; Xiaobing Feng 002 (J. Syst. Archit., 2023)

CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks. - Guangli Li; Xiu Ma; Qiuchu Yu; Lei Liu 040; Huaxiao Liu; Xueying Wang 003 (J. Syst. Archit., 2023)

TGPrint: Attack fingerprint classification on encrypted network traffic based graph convolution attention networks. - Leiqi Wang; Xiu Ma; Ning Li; Qiujian Lv; Yan Wang 081; Weiqing Huang; Haiyan Chen (Comput. Secur., 2023)

GNNexPIDS: An Interpretation Method for Provenance-Based Intrusion Detection Based on GNNExplainer. - Ziyang Yu; Wentao Li; Xiu Ma; Baorui Zheng; Xinbo Han; Ning Li; Qiujian Lv; Weiqing Huang (SciSec, 2024)

BehaMiner: System Behavior Mining for Audit Log Based on Graph Learning. - Xiu Ma; Xiaoze Liu; Ce Li; Ziyang Yu; Qi Zhang 001; Qiujian Lv; Yan Wang; Jianguo Jiang (WASA (1), 2024)

KanIDS: An Intrusion Detection System for All Kernel Interactions Based on Kolmogorov-Arnold Network. - Ziyang Yu; Baorui Zheng; Xiu Ma; Qiujian Lv; Ning Li; Yan Wang (CSCWD, 2025)