教师主页移动版

个人经历 Personal experience 工作经历 工学博士，副教授，硕士生导师，分别于2001年、2004年、2010年在西北工业大学获得学士、硕士、博士学位，主要学术兼职 IEEE、ACM/ACMSIGDA 会员，中国计算机学会会员。从事航天、航空领域无人系统专用处理器、智能计算系统，计算系统模型以及性能评估技术研究，获陕西省科技进步奖一等奖、二等奖各一项。近年来承担或联合承担某重点项目课题、省部级基金项目以及企业联合项目多项；作为主要科研骨干参与自然基金重点项目、863以及JKW重点项目等10余项，发表高水平研究论文20余篇。

教育教学

科学研究 Scientific Research 主要研究方向：先进微处理器体系结构、智能计算系统结构、处理器性能评价以及领域专用集成电路及系统等。研究项目：“高性能计算阵列加速器体系结构研究”（2022.12-2025.11）某重点项目“支撑多模态网络的软件定义控制芯片”(2022.9-2025.9) 国家重点研发计划项目“智能可重构通用系统平台关键技术研究”（2020.1-2023.12）某重点项目（课题校内负责人）“基于踪迹的RISC-V锁步处理器体系结构模拟器研究”（2023.1-2024.12）CIE-智芯科研专项（项目负责人）“基于大规模边缘智能感知的生产线质量分析推理分布式模型技术”（2023.1-2025.12）陕西省重点研发计划“可编程SoC内嵌处理器系统的验证与测试” （2021.12-2023.6）772横向（项目负责人）“RISC-V智能处理器架构的建模与评估技术” （2021.9-2022.9）771创新基金/横向（项目负责人）“光可编程加速器建模技术” （2021.11-2022.6）华为横向 （项目负责人）“流计算体系结构基于可变步长踪迹的仿真模型研究” （2013.1-2014.1）陕西省自然科学基金（项目负责人）“面向流计算体系结构性能分析的模型与评估方法研究” （2012.1-2014.12）教育部博士点基金（项目负责人）“可配置图像处理AI算法加速IP模块研究” （2019.1-2020.12）TCL横向（项目负责人）"需求映射效能驱动SOC设计关键技术处理器建模" (2019.7-2020.7) 771横向（项目负责人）“XX理论与技术”（2019.12-2022.6）某重点项目“智能理论技术” （2018.11-2019.4）某重点项目“XX智能系统“ （2016.11-2017.11） 某重点项目

荣誉获奖

学术成果 Academic Achievements Zhao Yang, Shengbing Zhang, Chuxi Li, Miao Wang, Jiaying Yang, Meng Zhang*: Equalized Aggregation for Heterogeneous Federated Mobile Edge Learning. IEEE Transactions on Mobile Computing. (Accepted)Zhao Yang, Shengbing Zhang, Chuxi Li, Miao Wang, Jiaying Yang, Meng Zhang*: Joint heterogeneity-aware personalized federated search for energy efficient battery-powered edge computing. Future Generation Computer Systems. Volume 146, September 2023, Pages 178-194Chuxi Li, Xiaoya Fan, Xiaoti Wu, Zhao Yang, Miao Wang, Meng Zhang* and Shengbing Zhang: Memory-computing Decoupling: a DNN Multitasking Accelerator with Adaptive Data Arrangement. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. Volume 41. Issue 11, Nov. 2022.Chuxi Li, Xiaoya Fan, Shengbing Zhang, Zhao Yang, Miao Wang, Danghui Wang, Meng Zhang*: DCNN search and accelerator co-design: Improve the adaptability between NAS frameworks and embedded platforms. Integration, vol. 87, pp. 147–157, Nov. 2022.Miao Wang, Zhen Chen, Chuxi Li, Zhao Yang, Lei Li, Meng Zhang*, Shengbing Zhang: SPACE: Sparsity Propagation Based DCNN Training Accelerator on Edge. ICA3PP (2) 2022: 391-405Zhao Yang, Shengbing Zhang, Ruxu Li, Chuxi Li, Miao Wang, Danghui Wang, Meng Zhang*: Efficient Resource-Aware Convolutional Neural Architecture Search for Edge Computing with Pareto-Bayesian Optimization. Sensors 21(2): 444 (2021) Chuxi Li, Xiaoya Fan, Shengbing Zhang, Zhao Yang, Miao Wang, Danghui Wang, Meng Zhang*: Hardware-Aware NAS Framework with Layer Adaptive Scheduling on Embedded System. ASP-DAC 2021: 798-805Chuxi Li, Xiaoya Fan, Yuling Geng, Zhao Yang, Danghui Wang, Meng Zhang*: ENAS oriented layer adaptive data scheduling strategy for resource limited hardware. Neurocomputing 381: 29-39 (2020)李楚曦,樊晓桠,赵昌和,张盛兵,王党辉,安建峰,张萌. 基于忆阻器的 PIM 结构实现深 度卷积神经网络近似计算[J]. 计算机研究与发展, 2017, 54(6): 1367-1380. L. Fang; Z. Shengbing; L. Yang; Z. Meng: Analysis and optimization of the system-level simulator, 2014 IEEE International Conference on Information and Automation (ICIA) 2014R. Meng; Z. Shengbing; L. Yi; Z. Meng        CUDA-based real-time face recognition system, 2014 Fourth International Conference on Digital Information and Communication Technology and its Applications (DICTAP), 29 May 2014L. Fang; Z. Shengbing; R. Meng; Z. Meng, Prediction oriented analysis of optimal replacement, International Computer Science and Engineering Conference (ICSEC), 2 Jan 2014L. Sun; S. Zhang; X. Cheng; M. Zhang: Acceleration algorithm for CUDA-based face detection, IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC 2013), 2013L. Bai; X. Fan; M. Zhang; L. Sun: A VMM/FPGA co-verification method for “Longtium Stream” processor, IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC 2013), 2013Q. Zheng; D. Gao; X. Fan; M. Zhang; T. Yao; L. Han: An evaluation of the many-core Longtium SP computer system, IEEE International Conference on Signal Processing, Communication and Computing (ICSPCC 2013),  2013S. Ma; X. Fan; M. Zhang; L. Sun: An adaptive vector parallel supported transcendental function unit for stream processor, 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012张萌, 赵磊, 樊晓桠, 田杭沛, 面向混杂流计算的适应性存储器体系结构[J], 西北工业大学学报，2012,Vol:30,Issue(6):961-967Zhang Yuxuan; Wei Tingcun; Kai Yaowen; Fan Xiaoya; Zhang Meng; Zhao Lili: Logic simulation acceleration based on GPU, Proceedings of the 18th International Conference Mixed Design of Integrated Circuits and Systems - MIXDES 2011M. Zhang; D. Gao; X. Fan: Formal verification of mixed-signal circuits using extended PSL, 2009 IEEE 8th International Conference on ASIC, 2009W. Jing; F. Xiaoya; Z. Shenbing; Z. Meng; W. Hai: A Fully Integrated PC-architecture SoC for Industrial Control, 2007 International Symposium on Integrated Circuits, 2007J. Wang; S. Zhang; M. Zhang; X. Huang; P. Yongfeng: A modified instruction fetch control mechanism for SMT architecture, TENCON 2007 - 2007 IEEE Region 10 Conference, 2007Meng Zhang; Deyuan Gao; Xiaoya Fan; Jun Zhang: Verifying Dynamics of Mixed-signal Circuits with Random Noise using Statistical Petri Net, 7th International Conference on ASIC2007W. Jing; Z. Shengbing; Z. Meng: Testing of a 32-bit High Performance Embedded Microprocessor, 2007 International Symposium on Industrial Embedded Systems, 2007

科学研究

学术成果

综合介绍