1. Wang Zhenyi, Yang P*, Zhang B, et al. Performance Prediction for Deep Learning Models with Pipeline Inference Strategy[J]. IEEE Internet of Things Journal.2024.
2. Ziling Ruan,Pengfei Yang*,keyi Yang,Yidan Lv,Zhiqiang Zhang. Automatic_Depression_Detection_among_Higher_Education_Students_Based_on_DeepFM. Transactions on Instrumentation and Measurement.2024
3. Wang Zhenyi, Yang P*, Hu L, et al. SLAPP: Subgraph-level attention-based performance prediction for deep learning models[J]. Neural Networks.2024.
4. Lin Chengmin, Yang P*, Wang Q, Qiu Z, Lv W, Wang Z. Efficient and accurate compound scaling for convolutional neural networks[J]. Neural Networks, 2023.
5. Lv Wenkai; Yang Pengfei*; Zheng Tianyang; Lin Chengmin; Wang zhenyi; Deng Minwen; Wang Quan; Graph Reinforcement Learning-based Dependency-Aware Microservice Deployment in Edge Computing. IEEE Internet of Things Journal. 2023
6. Chengmin Lin，Fei Cheng，Pengfei Yang*, Tianbing He, Jinpeng Liang, Quan Wang. QANS: Towards Quantized Neural Network Adversarial Noise Suppression. IEEE Transactions on Computer-aided design of Integrated Circuits and Systems. 2023
7. Wenkai Lv, Pengfei Yang*, Yunqing Ding, Zhenyi Wang, Chengmin Lin, Quan Wang. Energy-Efficient and QoS-Aware Computation Offloading in GEO/LEO Hybrid Satellite Networks. Remote Sensing. 2023
8. Wenkai Lv,Pengfei Yang*,Tianyang Zheng,Bijie Yi,Yunqing Ding,Quan Wang,Minwen Deng; Energy Consumption and QoS-Aware Co-Offloading for Vehicular Edge Computing. IEEE Internet of Things Journal. 2022
9. Jiayang Huang, Pengfei Yang*, Bang Xiong, Quan Wang, Bo Wan, Ziling Ruan; Keyi Yang; Zhi-Qiang Zhang. Incorporating Neighboring Stimuli Data for Enhanced SSVEP-Based BCIs. IEEE Transactions on Instrumentation and Measurement. 2022
10. Jiayang Huang, Pengfei Yang*, Bang Xiong, Bo Wan, Kejia Su, Zhiqiang Zhang*. Latency Aligning Task-related Component Analysis Using Wave Propagation for Enhancing SSVEP-based BCIs. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2022
11. Wenkai LV, Quan Wang, Pengfei Yang*,Yunqing Ding, Bijie Yi. Microservice Deployment in Edge Computing Based on Deep Q Learning. IEEE Transactions on Parallel and Distributed Systems. 2022
12. Pengfei Yang, Wenkai Lv, Quan Wang*, Jiayang Huang, Xiaokun Huang. Confidentiality and Integrity Schemes for Multicore Shared Memory Systems. Journal of Circuits, Systems, and Computers. 2021
13. Tianzhe Bao, Syed Ali, Shengquan Xie, Pengfei Yang*, Zhiqiang Zhang*. Inter-subject Domain Adaptation for CNN-based Wrist Kinematics Estimation using sEMG. IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2021
14. Tianzhe Bao; Syed Ali Raza Zaidi; Shengquan Xie; Pengfei Yang*; Zhi-Qiang Zhang*. A CNN-LSTM Hybrid Model for Wrist Kinematics Estimation Using Surface Electromyography. IEEE Transactions on Instrumentation and Measurement. 2020-11.
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16. Pengfei Yang, Quan Wang, Hongwei Ye, Zhiqiang Zhang. Partially shared cache and adaptive replacement algorithm for NoC based many-core systems. Journal of Systems Architecture. 2019-04.
17. Pengfei Yang, Jiayang Huang, Xin Mi, Bo Wan.  A Memory Confidentiality Protection Scheme Based on Dynamic Keys and Compression Counter.  Journal of Information Science and Engineering.
18. Pengfei Yang, Yumin Tian, Lu Fan , Fanhui Zhou and Jiayang Huang. A time-based bi-objective virtual machine placement algorithm in cloud computing platform. The 2019 International Conference on Networking and Network  Applications.
19. Pengfei Yang, Jiayang Huang, Xin Mi, Bo Wan*. An Integrity Protection Scheme Based on Binary Multi- granularity  Incremental Tree for Embedded Computing Platform. The 2019 International Conference on Networking and Network Applications.
20. Pengfei Yang, Quan Wang, Xiaokun Huang, Xin Mi. Work in Progress: An Confidentiality and Integrity Scheme for the Distributed Shared Memory of Embedded Multi-core System. International Conference on Compilers, Architecture（Embedded Systems Week 2018.)
21. Pengfei Yang， Quan Wang, Tao Guo, Wei Li，ZhiQiang Zhang. Adaptive Optimization Design of Vector Error Diffusion Algorithm and IP Core for FPGA. IEEE International Conference on Ubiquitous Intelligence and Computing, 2018. 
22. Pengfei Yang, Quan Wang, Peiheng Zhang，Zhike Wang, Lu Fan, Caihong Huang. A Task-driven Reconfigurable Heterogeneous Computing Platform for Big Data Computing. CCF Bigdata, 2018.
23. Yang Pengfei, Wang Q, Zhang J. Parallel design and implementation of Error Diffusion Algorithm and IP core for FPGA. Multimedia Tools and Applications, 2016.
24. Pengfei Yang, Quan Wang, Wei Li, Zhibin Yu, Hongwei Ye, A Fault Tolerance NoC Topology and Adaptive Routing Algorithm, 13th IEEE International Conference on Embedded Software and Systems (ICESS 2016).
25. Pengfei Yang, Quan Wang, Xin MI, Jingwei Li, An Improved BLP Model With More Flexibility, 13th IEEE International Conference on Embedded Software and Systems (ICESS 2016).
26. Hongwei Ye, Quan Wang, Pengfei Yang, Wei Li, Zhibin Yu, The Design and Implementation of A NoC System Based on SoCKit, 2016 International Conference on Networks and Network Applications,(Nana 2016).
27. Pengfei Yang, Wang Q. Heterogeneous Honeycomb-like NoC Topology and Routing based on Communication Division. International Journal of Future Generation Communication & Networking, 2015.
28. 杨鹏飞, 王泉,等. 片上网络异构多核系统任务调度与映射. 西安交通大学学报, 2015.
29. Yang P F, Wang Q. Effective Task Scheduling and IP Mapping Algorithm for Heterogeneous NoC-Based MPSoC. Mathematical Problems in  Engineering, 2014.

授权专利：

1. 基于异构平台执行深度神经网路的系统与方法；专利号ZL202011305477.2
2. 基于任务等级的动态自适应SoPC容错方法；专利号：ZL202011237763.X
3. 一种抵抗打印机物理攻击的系统和方法；专利号：ZL201711101935.9
4. 一种基于超体素的点云数据分割方法；专利号：ZL201611111975.7
5. 一种基于多幅未标定图像的三维点云重建方法；专利号ZL201611111611.9
6. 基于Caffe的卷积神经网络在FPGA上的部署方法；专利号：ZL202010793360.7
7. 基于多参数旁路分析的集成电路硬件木马检测方法；专利号：ZL202011107123.7

软件著作权：

1. 异构边缘智能计算系统统一解译优化部署软件；登记号：2023SR0777413
2. 星上计算载荷管理调度软件；登记号：2022SR1369075
3. 基于深度学习的数据标注协作平台软件；登记号：2022SR0404629
4. 分布式异构资源集群统一管理调度软件； 登记号：2020SR1228278
5. 面向卫星应用的异构计算平台管理软件；登记号：2020SR1595123