信息与软件工程学院(示范性软件学院)
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导师代码: |
10729
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导师姓名: |
詹瑾瑜
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性 别: |
女 |
特 称: |
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职 称: |
副教授
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学 位: |
工学博士学位
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属 性: |
专职 |
电子邮件: |
zhanjy@uestc.edu.cn
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学术经历:
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四川省海外留学高层次人才,电子科技大学信息与软件工程学院嵌入式系主任、教育部学位与研究生教育发展中心论文评阅专家,担任IET CPS(leading guest editor)、JEST(guest editor)、SCIENCE CHINA、CEE、JCSC等国际学术期刊审稿人、国际会议IEEE SISE (2024年)、ICESS(2022年)和 ICITES(2022年和2021年)本地主席、ESWEEK MSC workshop(2021年和2020年)、SmartCity(2021年)、ICCCN(2019年)、ICESS(2019年)、ISORC(2019年)等知名国际会议TPC成员。
主持并参与了国家自然科学基金、核高基、863等多项国家级和省级科研项目,对嵌入式AI、可信AI、边缘计算、神经网络加速等领域的前沿技术有较深入的探索,取得了一些创新性成果。
以第一作者或者通信作者在CCF A类期刊TC(2024年和2023年)、CCF A类期刊TCAD(2024年和2022年)、JCR一区期刊TEVC(2023年)、JCR二区期刊TVT(2023年)、CCF B类期刊JSA(2020年、2019年和2018年)、CCF B类期刊JPDC(2018年)等期刊以及CCF B类会议CODES+ISSS(2024年、2022年、2021年、2020年、2019年和2018年)、CCF B类会议EMSOFT(2021年和2020年)、CCF C类会议ASPDAC(2020年)、CCF C类会议CASES(2018年)、RTCSA(2017年)等国际会议上发表论文40余篇,获准软件著作权20余项,获得国家授权发明专利11项,主编或参编本科教材5部,研究生教材1部。
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个人简介:
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1996年9月至2000年7月,电子科技大学,计算机科学与工程学院,计算机科学与技术专业,本科,2000年7月获工学学士学位;
2000年9月至2006年3月,电子科技大学,计算机科学与工程学院,计算机应用技术专业,硕博连读,2003年4月获工学硕士学位,2006年3月获工学博士学位;
2006年4月至2010年7月,电子科技大学,计算机科学与工程学院,任教,讲师;
2010年8月至2014年12月,电子科技大学,计算机科学与工程学院,任教,副教授;
2013年1月至2014年1月,美国加州大学欧文分校(University of California, Irvine),计算机与电子工程系,访问学者;
2015年1月至今,电子科技大学,信息与软件工程学院,任教,副教授,嵌入式系主任。
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科研项目:
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近年来主持和第二负责人的科研项目有:
【1】国家自然科学基金面上项目:面向安全关键智能物端的量化神经网络容错技术研究
【2】国家级项目:神经网络软硬件协同加速技术
【3】国家自然科学基金面上项目:面向安全关键实时应用的深度神经网络容错技术研究
【4】国家级项目:面向声音信号的神经网络智能防御技术
【5】国家级项目:神经网络模型安全防御技术
【6】四川省自然科学基金面上项目:容错增强的安全关键实时应用设计优化
【7】中国科学院计算技术研究所项目:面向国产智能芯片的神经网络应用实例开发与测试
【8】计算机体系结构国家重点实验室开放基金项目:容错增强的安全关键实时应用的设计优化技术研究
【9】深圳腾讯项目:FPGA日志处理加速研究
【10】数学工程与先进计算国家重点实验室开放基金项目:基于非易失性存储器的分布式缓存系统安全扩展及性能优化研究
【11】中科院计算机体系结构国家重点实验室开放基金项目:安全敏感混合关键实时系统的设计技术研究
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研究成果:
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近5年第一作者或通信作者发表学术论文如下:
[1] Jinyu Zhan*, Suidi Peng, Wei Jiang, Xiang Wang, Jiarui Liu. Detecting Spoofed Noisy Speeches via Activation-Based Residual Blocks for Embedded Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (CCF A类), accepted, 2024.
[2] Deepak Adhikari, Wei Jiang*, Jinyu Zhan*, Danda B. Rawat, Asmita Bhattarai. Recent advances in anomaly detection in Internet of Things: Status, challenges, and perspectives (JCR 一区), vol. 54, 10065: 1-30, 2024, DOI: 10.1016/j.cosrev.2024.100665.
[3] Lingxin Jin, Wei Jiang, Jinyu Zhan*, Xiangyu Wen. Highly Evasive Targeted Bit-Trojan on Deep Neural Networks. IEEE Transactions on Computers (CCF A类), vol. 73, no. 9, pp. 2350-2363, 2024, DOI: 10.1109/TC.2024.3416705.
[4] Jinyu Zhan*, Wei Jiang, Xinke Liao, Ke Jiang and Deepak Adhikari. Improving Dependability of Distributed Real-Time Applications via Safety and Security Co-Design. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (CCF A类), early access, 2024, DOI: 10.1109/TCAD.2024.3394742.
[5] Maregu Assefa, Wei Jiang, Jinyu Zhan*, Kumie Gedamu, Getinet Yilma, Melese Ayalew, Deepak Adhikari. Audio-Visual Contrastive and Consistency Learning for Semi-Supervised Action Recognition. IEEE Transactions on Multimedia (JCR 一区), vol. 26, pp. 3491-3504, 2024, DOI: 10.1109/TMM.2023.3312856.
[6] Deepak Adhikari, Wei Jiang, Jinyu Zhan*, Maregu Assefa, Hadi A. Khorshidi, Uwe Aickelin, and Danda B. Rawat. A Lightweight Window Portion-based Multiple Imputation for Extreme Missing Gaps in IoT Systems. IEEE Internet of Things Journal (JCR 一区), vol. 11, no. 3, pp. 3676-3689, 2024, DOI: 10.1109/JIOT.2023.3315137.
[7] Jinyu Zhan*, Yongjia Yang, Wei Jiang, Ke Jiang, Zhiguo Shi, Cheng Zhuo. Fast Multi-Lane Detection Based on CNN Differentiation for ADAS/AD. IEEE Transactions on Vehicular Technology (JCR 二区), vol. 72, no. 12, pp. 15290-15300, 2023, DOI: 10.1109/JIOT.2023.3315137.
[8] Jinyu Zhan, Antai Yu, Wei Jiang, Yongjia Yang, Xiaona Xie, Zhengwei Chang, Junhuan Yang. FPGA-based acceleration for binary neural networks in edge computing. Journal of Electronic Science and Technology, vol. 21, no. 2, 2023, DOI: 10.1016/j.jnlest.2023.100204.
[9] Yongjia Yang, Jinyu Zhan*, Wei Jiang, Yucheng Jiang, Antai Yu. Neural Architecture Search for Resource Constrained Hardware Devices: A Survey. IET Cyber-Physical Systems: Theory & Applications, vol. 8, no. 3, pp. 149-159, 2023, DOI: 10.1049/cps2.12058.
[10] Wei Jiang, Shen You, Jinyu Zhan*, Xupeng Wang, Hong Lei, Deepak Adhikari. Query-Efficient Generation of Adversarial Examples for Defensive DNNs via Multi-Objective Optimization, IEEE Transactions on Evolutionary Computation (JCR 一区), vol. 27, no. 4, pp. 832-847, 2023, DOI: 10.1109/TEVC.2022.3231460.
[11] Wei Jiang, Xinke Liao, Jinyu Zhan*, Deepak Adhikari, Ke Jiang, DESCO: Decomposition-Based Co-Design to Improve Fault Tolerance of Security-Critical Tasks in Cyber Physical Systems, IEEE Transactions on Computers (CCF A类), vol. 72, no. 6, pp. 1652-1665, 2023, DOI: 10.1109/TC.2022.3218987.
[12] Jinyu Zhan, Zhibei Pu, Wei Jiang, Junting Wu, Yongjia Yang. Detecting Spoofed Speeches via Segment-Based Word CQCC and Average ZCR for Embedded Systems. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (CCF A类), vol. 41, no. 11, pp. 3862-3873, 2022, DOI: 10.1109/TCAD.2022.3197531.
[13] Jinyu Zhan*, Wei Jiang, Ying Li, Junting Wu, Jianping Zhu, Jinghuan Yu. NIC-QF: A Design of FPGA based Network Interface Card with Query Filter for Big Data Systems. Future Generation Computer Systems (JCR 二区) , Vol. 136, 153-169, 2022, DOI: 10.1016/j.future.2022.06.001.
[14] Jinyu Zhan*, Ruoxu Sun, Wei Jiang, Yucheng Jiang, Xunzhao Yin, Cheng Zhuo. Improving Fault Tolerance for Reliable DNN using Boundary-Aware Activation. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (CCF A类) , Vol. 41, No. 10, 3414-3425, 2022, DOI: 10.1109/TCAD.2021.3129114.
[15] Jinyu Zhan*, Wei Jiang, Ying Li, Junting Wu, Jianping Zhu, Jinghuan Yu. Accelerating Queries of Big Data Systems by Storage-side CPU-FPGA Co-design. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (CCF A类) , Vol. 41, No. 7, 2128-2141, 2022, DOI: 10.1109/TCAD.2021.3100743.
[16] Xingzhi Zhou, Jinyu Zhan*, Wei Jiang, Yongjia Yang. Work-in-Progress: Achieving Fast Lane Detection of Autonomous Driving by CNN based Differentiation. International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS 2021) (CCF B类) , 2021, 21-22, DOI: 10.1145/3478684.3479253.
[17] Ruoxu Sun, Jinyu Zhan*, Wei Jiang, Yucheng Jiang. Work-in-Process: Improving Fault Tolerance of DNNs through Weight Remapping based on Gaussian Distribution. International Conference on Embedded Software) (EMSOFT 2021) (CCF B类) , 2021, 33-34, DOI: 10.1145/3477244.3478521.
[18] Zhufeng Fan, Jinyu Zhan*, Wei Jiang. Work-in-Process: Detecting Deepfake Video by Visual-Audio Synchronism. International Conference on Embedded Software (EMSOFT 2021) (CCF B类) , 2021, 31-32, DOI: 10.1145/3477244.3477615.
[19] Jinyu Zhan*, Xingzhi Zhou, Wei Jiang. FPGA-based All-layer Accelerator with Quantization Neural Networks for Sustainable Cyber-Physical Systems. Software: Practice and Experience (CCF B类) , 2021, Vol. 51, No. 11, 2203-2224, DOI: 10.1002/spe.2938
[20] Jinyu Zhan*, Ying Li, Wei Jiang, Jianping Zhu. FPGA Based Co-Design of Storage-Side Query Filter for Big Data Systems. The IEEE 33rd International System-on-Chip Conference (SOCC 2020), 2020, 25-30, DOI: 10.1109/SOCC49529.2020.9524801.
[21] Jinyu Zhan*, Junting Wu, Wei Jiang, Ying Li, Jianping Zhu. Work-in-Progress: Accelerating Queries of MongoDB by an FPGA-based Storage Engine. International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS 2020) (CCF B类) , 2020, 16-17, DOI: 10.1109/CODESISSS51650.2020.9244028
[22] Ruoxu Sun, Jinyu Zhan*, Wei Jiang. Work-in-Progress: An Insight into Fault Propagation in Deep Neural Networks. International Conference on Embedded Software (EMSOFT 2020) (CCF B类), 2020, 20-21, DOI: 10.1109/EMSOFT51651.2020.9244034.
[23] Ruoxu Sun, Jinyu Zhan*, Wei Jiang, Qi Dong, Yalan Ye. Energy Optimization of Mixed-Criticality Distributed Real-Time Embedded Systems. Journal of Circuits, Systems, and Computers, 2020, Vol. 30, No. 5, p 2150085, DOI: 10.1142/S0218126621500857.
[24] Jinyu Zhan*, Yixin Li, Wei Jiang, Jiayu Yu, Jinghuan Yu. Branch-aware Data Variable Allocation for Energy Optimization of Hybrid SRAM+NVM SPM. Journal of Systems Architecture (CCF B类), 2020, Vol. 109, article No. 101797, DOI: 10.1016/j.sysarc.2020.101797.
[25] Ying Li, Jinyu Zhan*, Wei Jiang, Junting Wu, Jianping Zhu. An FPGA based Network Interface Card with Query Filter for Storage nodes of Big Data Systems. The 25th Asia and South Pacific Design Automation Conference (ASP-DAC 2020) (CCF C类) , 2020, 556-561.
[26] Jinyu Zhan*, Junhuan Yang, Wei Jiang, Yufang Sun, Yixin Li. Vehicle data management with specific wear-levelling and fault tolerance for hybrid DRAM-NVM memory. Journal of Systems Architecture (CCF B类) , Vol. 98, 259-270, 2019.
[27] Jinyu Zhan*, Ying Li, Wei Jiang, Junting Wu, Jianping Zhu. Work-in-Progress: An Improved Network Interface Card with Query Filter for Big Data Systems. International Conference on Hardware/Software Codesign and System Synthesis 2019 (CODES+ISSS 2019) (CCF B类) , 2019, 10, 1-2. DOI: 10.1145/3349567.3351720.
[28] Yixin Li, Jinyu Zhan*, Wei Jiang, Jiayu Yu. Energy Optimization of Branch-Aware Data Variable Allocation on Hybrid SRAM+NVM SPM for CPS. The 34th ACM Symposium on Applied Computing (SAC 2019), 2019, 4, 236-241.
[29] Jinyu Zhan*, Yixin Li, Wei Jiang, Junhuan Yang. Utilization-Aware Data Variable Allocation on NVM-Based SPM in Real-Time Embedded Systems. Journal of Electronic Science and Technology, 2019, 17(4), 1-9.
[30] Jinyu Zhan*, Yiming Zhang, Wei Jiang, Junhuan Yang, Lin Li, Yixin Li. Energy-Aware Page Replacement and Consistency Guarantee for Hybrid NVM-DRAM Memory Systems. Journal of Systems Architecture (CCF B类), 89, 60-72, 2018.
[31] Jinyu Zhan*, Junhuan Yang, Wei Jiang and Yixin Li. Dynamic Data Management for Automotive ECUs with Hybrid RAM-NVM Memory. CODES+ISSS 2018 (CCF B类), 2018, 10, 1-2.
[32] Yixin Li, Jinyu Zhan*, Wei Jiang and Ying Li. Writing-Aware Data Variable Allocation on Hybrid SRAM+NVM SPM. CASES 2018 (CCF C类), 2018, 10, 1-2.
[33] Jinyu Zhan*, Xia Zhang, Wei Jiang, Yue Ma, Ke Jiang. Energy Optimization of Security-Sensitive Mixed-Criticality Applications for Distributed Real-Time Systems. Journal of Parallel and Distributed Computing (CCF B类), 117, 115-126, 2018.
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专业研究方向:
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专业名称 |
研究领域/方向 |
招生类别 |
083500软件工程 |
03嵌入式软件技术与应用,05工业软件,06智能计算 |
硕士学术学位 |
085405软件工程 |
03嵌入式软件技术与应用,05工业软件,06智能计算 |
硕士专业学位 |
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