孙怀英

一、个人简介

孙怀英，女，副教授，毕业于华东理工大学获工学博士学位，曾于University of Waterloo访学一年，硕士生导师（招生专业：智能科学与技术、电子信息、控制科学与工程）。在本科生教学方面：承担过数据结构、计算机组成原理、Java程序设计、现代信息技术基础、Python数据分析实训 、数据结构课程设计、智能技术基础等课程的教学；曾获评优秀班导师、上海市高校教师教学创新大赛校内选拔赛(新工科)（团队）二等奖、上海应用技术大学理工科青年教师技能提升大赛三等奖，在上海市青年教师培训中获评优秀，获上海高校青年教师培养资助计划优秀项目；在研究生教学方面：信息安全课程的副课程负责人，获校级的信息系统安全“产业定制”微课程建设项目；在科研方面：获上海应用技术大学科研启动基金，上海市科技创新行动计划启明星项目-扬帆专项等项目，在IEEE Internet Things Journal, IEEE Transaction on Network and Service Management, Computer Networks, Journal of Grid Computing, The Journal of Supercomputing, Peer to Peer Networking and Application等国内外期刊或会议上发表过学术论文。

归属学科专业：软件工程

智能技术学部任职：软件工程系-副主任

二、部分科研成果

[1] X.Jiang, M.Sun, P.Wang, H.Sun*, L. Chen. Adaptive Spatio-Temporal Feature Graph Convolutional Network Prediction Model With Edge Computing Integration. IEEE Internet Things J. 13(9): 19157-19174 (2026).【SCI】

[2] L.Chen, R.Wu, H.Sun*, Task Downloading Optimization in Edge Networks Based on Preference Lists and Task Segmentation.Comput. Networks.2026.【SCI】

[3] L.Chen, T.Li, H.Sun*, K. Zhi: A comprehensive performance enhancement of federated learning for UAV-assisted disaster detection.J. Supercomput. 82(3): 156 (2026).【SCI】

[4] P.Wang, H. Sun*, M.Sun, X.Jiang, L.Chen, RGDAG: A Framework for Joint Optimization of Edge Server, User Request, and Application Placement in MEC. IEEE Internet Things J. 12(23): 51497-51515 (2025).【SCI】

[5] L.Chen, X.Yang, H. Sun*, X. Yu, K. Zhi: Dependent task offloading in multi-access edge computing: A GCN augmented deep reinforcement learning approach. Comput. Networks 269: 111445 (2025)【SCI】

[6] L.Chen,K.Zhi,H.Sun*,User satisfaction aware edge server utilization enhancement in mobile edge computing,Peer-to-Peer Netw. Appl. 18:190, (2025).【SCI】

[7] T. Li, L.Chen, H. Sun, et al. Exploring diversity and time-aware recommendations: an LSTM-DNN model with novel bidirectional dynamic time warping algorithm. Soft Comput. 29, 2003–2013 (2025).【SCI】

[8] L.Chen, Y.Lei, H. Sun, Visual software defect prediction method based on improved recurrent criss-cross residual network. Int. J. Web Inf. Syst. 20(6): 621-638 (2024). 【EI】

[9] H.Sun, H.Yu, G.Fan, et al: Security-Aware and Time-Guaranteed Service Placement in Edge Clouds. IEEE Trans. Netw. Serv. Manag. 20(1): 711-725 (2023)【SCI】

[10] L.Chen, Y.Liu, Y.Lu, H.Sun*: Energy-Aware and Mobility-Driven Computation Offloading in MEC. J. Grid Comput. 21(2): 26 (2023).【SCI】

[11] L.Chen*, X.Bi, G.Fan, H.Sun*: A multitask recommendation algorithm based on DeepFM and Graph Convolutional Network. Concurr. Comput. Pract. Exp. 35(2) (2023) 【SCI】

[12] B.Nassirzadeh, H.Sun, S.Banescu, V.Ganesh: Gas Gauge: A Security Analysis Tool for Smart Contract Out-of-Gas Vulnerabilities. MARBLE 2022, 143-167. 【国际会议】

[13] H.Sun, H.Yu, G.Fan, Contract-Based Resource Sharing for Time Effective Task Scheduling in Fog-Cloud Environment. IEEE Trans. Netw. Serv. Manag. 17(2): 1040-1053 (2020) 【SCI】

[14] H.Sun, H.Yu, G.Fan, L.Chen,QoS-Aware Task Placement With Fault-Tolerance in the Edge-Cloud. IEEE Access 8: 77987-78003 (2020) 【SCI】

[15] H.Sun, H.Yu, G.Fan, L.Chen,Energy and time efficient task offloading and resource allocation on the generic IoT-fog-cloud architecture. Peer-to-Peer Netw. Appl. 13(2): 548-563 (2020) 【SCI】

[16] K.Shi, H.Yu, G.Fan, J.Guo, L.Chen, X. Yang, H. Sun: Mutation with Local Searching and Elite Inheritance Mechanism in Multi-Objective Optimization Algorithm: A Case Study in Software Product Line. Int. J. Softw. Eng. Knowl. Eng. 29(9): 1347-1378 (2019) 【SCI】

[17] Y.Xue, G.Fan, H.Yu, H.Sun: Energy-Aware Resource Scheduling with Fault-Tolerance in Edge Computing. NPC 2019: 327-332【国际会议】

[18] X.Ji, H.Yu, G.Fan, H.Sun, L.Chen: Efficient and Reliable Cluster-Based Data Transmission for Vehicular Ad Hoc Networks. Mob. Inf. Syst. 2018: 9826782:1-9826782:15 (2018) 【SCI】

[19] H.Sun, H.Yu, G.Fan, et al: A Load-Balanced Approach to Time Efficient Resource Scheduling in SDN-Enabled Data Center. COMPSAC (2) 2018: 216-221【国际会议】

[20] H. Sun, H. Yu, G. Fan,Towards Energy and Time Efficient Resource Allocation in IoT-Fog-Cloud Environment. ICSOC Workshops 2018: 387-393 【国际会议】

三、主要研究方向

云计算与边缘计算、软件工程、智能计算与大数据技术、智能软件与智能算法

四、联系方式

办公室：七科A325

Email地址：sunhy@sit.edu.cn