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教师名录

娄炯
助理研究员

电话:18818213394

邮箱:lj1994@sjtu.edu.cn

地址:电信群楼3-216

所在研究所:智能软件与系统研究所

个人主页:https://loujiong.com/

个人简介

娄炯,1946伟德国际源自英国电子信息与电气工程公司计算机科学与工程系助理研究员,于2023年在1946伟德国际源自英国计算机系获得计算机科学与技术博士学位,师从计算机网络和分布式计算领域著名学者李颉教授与贾维嘉教授。在 2023 年取得博士学位后,加入1946伟德国际源自英国计算机科学与工程系李颉教授团队。娄炯目前已经在边缘计算与区块链方面累计发表或录用学术论文 30多 篇(其中10 篇为一作/通信作者,15 篇为 CCF-A 类论文),部分成果发表于 IEEE/ACM Transactions on NetworkingIEEE Transactions on Mobile ComputingIEEE Transactions on Services Computing IJCAIICDE等相关领域顶级期刊与会议。目前已成为IEEE TSC, INFOCOM, TDSC, TMC, TPDS等相关领域顶级会议和期刊的审稿人。曾获2016年1946伟德国际源自英国校优秀党员、2024IEEE-CCF服务计算最佳员工论文奖、2024MSN最佳论文等奖励。


教育背景

2016年 1946伟德国际源自英国 计算机科学与技术专业 学士

2023年 1946伟德国际源自英国 计算机科学与技术专业 博士



工作履历

       2016年9月至2018年6月   1946伟德国际源自英国 辅导员

       2018年7月至2020年7月    澳门大学 研究助理

       2020年10月至2022年7月    北京师范大学 研究助理

       2023年至今    1946伟德国际源自英国 助理研究员

教授课程

  • Mathematical Foundations of Computer Science, cs2304, Shanghai Jiao Tong University, Spring, 2024

  • Game Theory and the Internet Application, cs7324, Shanghai Jiao Tong University, Spring, 2024

  • 计算机基础及网络, CS2401E, Shanghai Jiao Tong University, Autumn, 2024

论文发表

1.      [CCF-A] Jiong Lou, Zhiqing Tang, Weijia Jia, Wei Zhao, Jie Li. Startup-aware Dependent Task Scheduling with Bandwidth Constraints in Edge Computing. IEEE Transactions on Mobile Computing, 2024, 23(2): 1586-1600.

2.      [CCF-A] Jiong Lou, Zhiqing Tang, Songli Zhang, Weijia Jia, Wei Zhao, Jie Li. Cost-Effective Scheduling for Dependent Tasks with Tight Deadline Constraints in Mobile Edge Computing. IEEE Transactions on Mobile Computing, 2023, 22(10): 5829-5845.

3.      [CCF-A] Jiong Lou, Hao Luo, Zhiqing Tang, Weijia Jia, Wei Zhao. Efficient Container Assignment and Layer Sequencing in Edge Computing. IEEE Transactions on Services Computing, 2023, 16(2): 1118-1132.

4.      [CCF-C] Jiong Lou, Zhiqing Tang, Weijia Jia. Energy-efficient Joint Task Assignment and Migration in Data Centers: A Deep Reinforcement Learning Approach. IEEE Transactions on Network and Service Management (TNSM), 2023, 20(2): 961-973.

5.      [CCF-C] Jiong Lou, Zhiqing Tang, Xinyu Lu, Shijing Yuan, Jie Li, Weijia Jia, Chentao Wu. Efficient Serverless Function Scheduling in Edge Computing. ICC 2024-IEEE International Conference on Communications (ICC), 2024.

6.      [CCF-A] Zhenzheng Li, Jiong Lou, Jianfei Wu, Jianxiong Guo, Zhiqing Tang, Pingshen, Weijia Jia, Wei Zhao. Online Container Scheduling with Fast Function Startup and Low Memory Cost in Edge Computing. IEEE Transactions on Computers, 2024, 73(12): 2747-2760.

7.      [CCF-A] Honghong Zeng, Jiong Lou*, Kailai Li, Chentao Wu, Guangtao Xue, Yuan Luo, Fan Cheng, Wei Zhao, Jie Li. ESFL: Accelerating Poisonous Model Detection in Privacy-Preserving Federated Learning. IEEE Transactions on Dependable and Secure Computing, accepted.

8.      [CCF-A] Yuxin Liu, Yuezhang Peng, Xinyu Lu, Hefeng Zhou, Hongze Liu, Jiong Lou*, Chentao Wu, Wei Zhao, Jie Li. LOVO: Efficient Complex Object Query in Large-Scale Video Datasets. The annual IEEE International Conference on Data Engineering (ICDE 2025), accepted.

9.      [CCF-A] Kailai Li, Jiawei Sun, Jiong Lou*, Zhanbo Feng, Hefeng Zhou, Chentao Wu, Guangtao Xue, Wei Zhao, Jie Li. Leveraging Peer-Informed Label Consistency for Robust Graph Neural Networks with Noisy Labels. The 34th International Joint Conference on Artificial Intelligence (IJCAI 2025), accepted.

10.   [CCF-A] Xinyu Lu, Jiong Lou, Jie Li, Runhui Xu, Chentao Wu,Zhi Liu Yuan Luo, Yang Yang. Towards Bi-level Supply/Demand Balanced Charging Systems via Online Power Scheduling. IEEE Transactions on Mobile computing, accepted.

11.   [CCF-A] Honghong Zeng, Jie Li*, Jiong Lou, Shijing Yuan, Chentao Wu, Wei Zhao. BSR-FL: An Efficient Byzantine-Robust Privacy-Preserving Federated Learning Framework. IEEE Transactions on Computers, 2024, 73(8): 2096-2110.

12.   [CCF-A] Hanshuai Cui, Zhiqing Tang, Jiong Lou, Weijia Jia, Wei Zhao. Latency-Aware Container Scheduling in Edge Cluster Upgrades: A Deep Reinforcement Learning Approach. IEEE Transactions on Services Computing, 2024, 17(5): 2530-2543.

13.   [CCF-A] Zhiqing Tang, Fangyi Mou, Jiong Lou, Weijia Jia, Yuan Wu, Wei Zhao. Joint Resource Overbooking and Container Scheduling in Edge Computing. IEEE Transactions on Mobile Computing, 2024, 23(12): 10903-10917.

14.   [CCF-A] Zhiqing Tang, Jiong Lou, Weijia Jia. Layer Dependency-aware Learning Scheduling Algorithms for Containers in Mobile Edge Computing. IEEE Transactions on Mobile Computing, 2023, 22(6): 3444-3459.

15.   [CCF-A] Zhiqing Tang, Fangyi Mou, Jiong Lou, Weijia Jia, Yuan Wu, Wei Zhao. Multi-user Layer-aware Online Container Migration in Edge-assisted vehicular Networks. IEEE/ACM Transactions on Networking, 2024, 32(2): 1807-1822.

16.   [CCF-A] Zhenzheng Li, Jiong Lou, Zhiqing Tang, Jianxiong Guo, Tian Wang, Weijia Jia, Wei Zhao. Online Layer-Aware Joint Request Scheduling, Container Placement, and Resource Provision in Edge Computing. IEEE Transactions on Services Computing, 2024, early access:1-14.

17.   [CCF-A] Zhanbo Feng, Yuanjie Wang, Jie Li, Fan Yang, Jiong Lou, Tiebin Mi, Robert Qiu, Zhenyu Liao. Robust and Communication-Efficient Federated Domain Adaptation via Random Features. IEEE Transactions on Knowledge and Data Engineering, 2024, early access.


资助项目

1.      国家自然科学基金青年科学基金项目面向复杂边缘智能场景的服务部署与任务调度(编号:62402315) 主持

2.      上海市2024年度科技创新行动计划区块链关键技术攻关专项项目 “区块链全流程智能监管技术研究与应用” (编号:24BC3201200) 课题负责人

3.      国家重点研发计划“TB 级高效安全持久内存系统的研究(编号:2023YFB4502905  骨干成员

4.      国家重点研发计划面向一带一路的区块链基础平台(编号:2023YFB2704903) 参与


获奖信息

    2016年 1946伟德国际源自英国校优秀党员

    2024 IEEE-CCF服务计算最佳员工论文奖

    2024 IEEE MSN会议最佳论文奖



学术服务

Reviewer

  • IEEE ToN

  • IEEE TPDS

  • IEEE TMC

  • IEEE TSC

  • IEEE INFOCOM

  • IEEE ICDCS

  • CN

  • JPDC

  • IEEE IOT-J

TPC Member

  • IEEE/ACM CCGRID 2024