李丽颖
  • 出生年月:1995年7月
  • 民 族: 汉族
  • 政治面貌: 中国共产党党员
  • 最后学历: 博士研究生
  • 最后学位: 工学博士
  • 技术职称: 讲师
  • 导师类别: 硕士生导师
  • 邮箱:liyingli@njust.edu.cn
访问次数 184 次
更新日期 2024年7月30日
指导学科
  • 主学科
  • 二级学科
  • 研究方向
  • 跨学科
  • 二级学科
  • 研究方向
  • 专业学位
  • 研究方向
工作经历

2022年至今,南京理工大学,计算机科学与工程学院,讲师

2019-2020年,昆山杜克大学应用物理科学与工程研究所,研究助理

2018-2019年,华为上海研究所,欧拉部,哥德尔实验室,研发工程师

教育经历

2017年9月-2022年6月,华东师范大学,计算机科学与技术学院,博士研究生(硕博连读)

2013年9月-2017年6月,华东师范大学,计算机科学与技术学院,本科

获奖、荣誉称号

1. 2023年获得IEEE GreenCom组委会颁发的Distinguished Service Award (杰出贡献奖)

2. 2022年获得IEEE CPSCom组委会颁发的Best Paper Award(唯一最佳论文奖)

3. 2024年入选CCF嵌入式系统博士学位论文激励计划

社会、学会及学术兼职

TPC Member

1. IEEE International Conference on Parallel and Distributed Systems (ICPADS) 2023

2. The 19th IEEE International Conference on Green Computing and Communications (GreenCom) 2023-2024

3. The 19th lEEE International Conference on Ubiquitous Intelligence and Computing (UIC) 2022

4. IEEE International Conference on High-Performance Computing and Communications (HPCC) 2020-2021

5. The 17th IEEE International Conference on Internet of Things (iThings) 2024

6. The 22nd IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA) 2024

Local Chair

1. IEEE International Conference on Intelligent Technology and Embedded Systems, 2023

Publicity Chair

1. IEEE International Conference on Embedded Software and Systems (ICESS), 2022

Reviewer

1. 长期担任ACM Transactions on Cyber-Physical Systems (TCPS), IEEE Transactions on Automation Science and Engineering (TASE), Journal of Systems Architecture (JSA), Journal of Software: Practice and Experience (JSPE) Journal of Circuits, Systems and Computers (JCSC) 等国际期刊审稿人

2. 担任Neural Information Processing Systems (NeurIPS), Design, Automation & Test in Europe Conference & Exhibition (DATE), Asia and South Pacific Design Automation Conference (ASP-DAC), High Performance Computing and Communications(HPCC) 等国际会议审稿人

 

科研项目

主持

1. 国家自然科学基金青年项目,2024-2026

2. 江苏省自然科学基金青年项目,2023-2026

3. 软硬件协同设计技术与应用教育部工程研究中心开放课题,2023-2025

4. 华东师范大学2020年优秀博士生学术创新能力提升计划,2020-2022(已结题)

参与

1. 中国人民共和国科学技术部,国家重点研发计划项目,2019-2022(已结题)

2. 国家自然科学基金面上项目,2022-2025

3. 南京理工大学“本科教学改革与建设工程”项目-重点规划教材,2024年立项

4. 移动通信全国重点实验室开放课题,2024-2025

5. 中央高校基本科研业务费,南京理工大学自主科研-基础研究专项,2024-2026

6. 广西数字基础设施重点实验室开放课题,2024-2026

 

 
发表论文

部分代表性论著:

[1] Liying Li, Chengliang Zhou, Peijin Cong, Yufan Shen, Junlong Zhou, and Tongquan Wei, “Makespan and Security-Aware Workflow Scheduling for Cloud Service Cost Minimization”, IEEE Transactions on Cloud Computing, vol. 12, pp. 609-624, 2024. (SCI二区期刊)

[2] Liying Li, Yinghui Wang, Haizhou Wang, Shiyan Hu, and Tongquan Wei, “An Efficient Architecture for Imputing Distributed Data Sets of IoT Networks”, IEEE Internet of Things Journal, vol. 10, no. 17, pp. 15100-15114, 2023. (SCI一区期刊)

[3] 李丽颖,张润泽,魏同权,面向边缘计算的服务解耦与部署策略,计算机研究与发展,2023, 60(5): 1073-1085. (CCF A类期刊)

[4] Liying Li, Junlong Zhou, Tongquan Wei, Mingsong Chen, and Xiaobo Sharon Hu, “Learning-Based Modeling and Optimization for Real-time System Availability”, IEEE Transactions on Computers (TC), vol. 70, no. 4, pp. 581-594, 2021. (CCF A类期刊, ESI 1%高被引)

[5] Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, and Xiaobo Sharon Hu, “Game Theoretic Feedback Control for Reliability Enhancement of EtherCAT-Based Networked Systems”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 38, no. 9, pp. 1599-1610, 2019. (CCF A类期刊)

[6] Junlong Zhou, Liying Li (通讯作者), Ahmadreza Vajdi, Xiumin Zhou, and Zebin Wu, “Temperature-Constrained Reliability Optimization of Industrial Cyber-Physical Systems Using Machine Learning and Feedback Control”, IEEE Transactions on Automation Science and Engineering (TASE), vol. 20, no. 1, pp. 220-231, 2023. (SCI一区期刊)

[7] Liying Li, Haizhou Wang, Youyang Wang, and Tongquan Wei, “Improving IoT Sensor Data Availability via Feedback-Based Anomaly Imputation”, Future Generation Computer Systems-The International Journal of eScience (FGCS), vol. 135, pp. 194-204, 2022. (SCI一区期刊)

[8] Liying Li, Tongquan Wei, Junlong Zhou, Mingsong Chen, and Xiaobo Sharon Hu, “CE-Based Optimization for Real-time System Availability under Learned Soft Error Rate”, IEEE/ACM Design, Automation & Test in Europe (DATE), pp. 1331-1336, 2019. (CCF B类会议)

[9] Liying Li, Peijin Cong, Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, and Xiaobo Sharon Hu, “Feedback Control of Real-Time EtherCAT Networks for Reliability Enhancement in CPS”, IEEE/ACM Design, Automation & Test in Europe (DATE), pp. 688-693, 2018. (CCF B类会议)

[10] Liying Li, Peijin Cong, Junlong Zhou, Zonghua Gu, and Keqin Li, “Data Availability Optimization for Cyber-Physical Systems”, IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), pp. 349-356, 2022. (唯一最佳论文奖)

[11] Liying Li, Yang Liu, Tongquan Wei, and Xin Li, “Exploring Inter-Sensor Correlation for Missing Data Estimation”, The 46th Annual Conference of the IEEE Industrial Electronics Society (IECON), pp. 2108-2114, 2020. (工业电子领域顶级会议)

[12] Yangguang Cui, Liying Li, Zhe Tao, Mingsong Chen, and Tongquan Wei, “Filtering Out High Noise Data for Distributed Deep Neural Networks”, IEEE Transactions on Automation Science and Engineering (TASE), vol. 20, no. 1, pp. 101-111, 2023. (SCI一区期刊)

[13] Kun Cao, Liying Li, Yangguang Cui, Tongquan Wei, and Shiyan Hu, “Exploring Placement of Heterogeneous Edge Servers for Response Time Minimization in Mobile Edge-Cloud Computing”, IEEE Transactions on Industrial Informatics (TII), vol. 17, no. 1, pp. 494-503, 2021. (SCI一区期刊)

[14] Youyang Wang, Liying Li, Yifan Sun, Jinjia Xu, Yun Jia, Jianyu Hong, Xiaobo Hu, Guoen Weng, Xianjia Luo, Shaoqiang Chen, Ziqiang Zhu, Junhao Chu, and Hidefumi Akiyama, “Adaptive Automatic Solar Cell Defect Detection and Classification based on Absolute Electroluminescence Imaging”, Energy, vol. 229, p. 120606, 2021. (SCI一区期刊)

[15] Peijin Cong, Liying Li, Junlong Zhou, Kun Cao, Tongquan Wei, Mingsong Chen, and Shiyan Hu, “Developing User Perceived Value Based Pricing Models for Cloud Markets”, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 29, no. 12, pp. 2742-2756, 2018. (CCF A类期刊)

[16] Youyang Wang, Liying Li, Yun Jia, Xiaobo Hu, Guoen Weng, Xianjia Luo, Shaoqiang Chen, Ziqiang Zhu, Junhao Chu, and Hidefumi Akiyama, “Defect-induced Current Coupling in Multi-junction Solar Cells Revealed by Absolute Electroluminescence Imaging”, vol. 30, no. 12, pp. 1410-1422, 2022. (SCI一区期刊)

[17] Junlong Zhou, Yufan Shen, Liying Li, Cheng Zhuo, Mingsong Chen, “Swarm Intelligence based Task Scheduling for Enhancing Security for IoT Devices”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 42, no. 6, pp. 1756-1769, 2023. (CCF A类期刊)

[18] Tian Wang, Junlong Zhou, Liying Li, Gongxuan Zhang, Keqin Li and Xiaobo Sharon Hu, “Deadline and Reliability Aware Multiserver Configuration Optimization for Maximizing Profit”, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 33, no. 12, pp. 3772-3786, 2022. (CCF A类期刊)

[19] Yangguang Cui, Kun Cao, Liying Li, and Tongquan Wei, “Augmented Cross-Entropy-Based Joint Temperature Optimization of Real-Time 3D MPSoC Systems”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 39, no. 10, pp. 1987-1999, 2020. (CCF A类期刊)

[20] Peijin Cong, Junlong Zhou, Liying Li, Kun Cao, Tongquan Wei, and Keqin Li, “A Survey of Hierarchical Energy Optimization for Mobile Edge Computing: A Perspective from End Devices to the Cloud”, ACM Computing Surveys, vol. 53, no. 2, pp. 1-44, 2020. (SCI一区期刊)

[21] Kun Cao, Yangguang Cui, Liying Li, Junlong Zhou, and Shiyan Hu, “CPU-GPU Cooperative QoS Optimization of Personalized Digital Healthcare Using Deep Learning and Swarm Intelligence”, IEEE Transactions on Computational Biology and Bioinformatics, Early Access. DOI: 10.1109/TCBB.2022.3207509. (CCF B类期刊)

[22] Kun Cao, Junlong Zhou, Peijin Cong, Liying Li, and Tongquan Wei, “Affinity-Driven Modeling and Scheduling for Makespan Optimization in Heterogeneous Multiprocessor Systems”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), vol. 38, no. 7, pp. 1189-1202, 2019. (CCF A类期刊)

[23] Yan Xu, Liying Li, Peijin Cong, and Junlong Zhou, “Energy-Efficient and Reliable Federated Learning in Heterogeneous Mobile-Edge Computing”, 2022 IEEE Ubiquitous Intelligence & Computing (UIC), pp. 689-697, 2022. (CCF C类会议)

[24] Chengliang Zhou, Tian Wang, Liying Li, Jin Sun, Junlong Zhou, “Makespan and Security-Aware Workflow Scheduling for Cloud Service Cost Minimization Using Firefly Optimizer”, The 22nd International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), pp. 620-641, 2022. (CCF C类会议)

教学活动
 

开授课程

1. 本科生课程,计算机组成原理,南京理工大学

2. 本科生课程,操作系统,南京理工大学

 
指导学生情况

在读学生

1. 申钰凡(在读博士, 协助指导,2022至今)

2. 侯祥鹏(在读博士, 协助指导,2022至今)

3. 许妍(在读硕士, 协助指导,2022至今)

4. 柯均澎(在读硕士, 协助指导,2022至今)

5. 曾佑泠(在读硕士, 协助指导,2023至今)

6. 林思捷(在读硕士, 协助指导,2023至今)

7. 兰兰(在读硕士, 协助指导,2023至今)

8. 钮洁(在读硕士, 协助指导,2023至今)

9. 陶长乐(在读硕士, 协助指导,2023至今)

 

毕业学生

1. 王添(博士,协助指导)

2. 周秀敏博士,协助指导)

3. 周铖亮(硕士, 协助指导)

4. 郑莹莹(硕士, 协助指导)

5. 赵铭洲(硕士, 协助指导)