张明悦

2023-04-11 08:31 作者: 审核: 浏览:

 

姓名

张明悦

性别

  

学历:

博士研究生

职称

讲师

部门:

软件工程系

 

 

邮件地址:

myzhangswu@swu.edu.cn

 

 

研究方向:

软件自适应,多智能体系统,强化学习

 

 

 

 

 

 

个人简介

20176月毕业于大连理工大学,获得计算机科学与技术工学学士学位;20231月毕业于北京大学,获得计算机软件与理论理学博士学位(导师为金芝教授)。20233月进入西南大学计算机与信息科学学院,受聘为讲师。主要研究兴趣为软件自适应、多智能体系统、强化学习以及博弈论等。近年来在国际期刊或会议发表论文十余篇,包括ICSEAAMASISSREFASEACSOSSEAMSTOPS 、《软件学报》等,授权专利3项。同国内外相关高校或研究所的课题组保持密切的交流与合作,包括卡内基梅隆大学、早稻田大学、日本国立信息学研究所、南京大学、电子科技大学、浙江理工大学等。

 

教学情况

承担 计算机网络-0008A 助教课程

科研情况

论文:

[1] 张明悦,金芝,刘坤. 合作-竞争混合型多智能体系统的虚拟遗憾优势自博弈方法. [期刊长文,软件学报,已录用]

[2]   Mingyue Zhang, Zhi Jin, Jian Hou and Renwei Luo: Resilient Mechanism Against   Byzantine Failure for Distributed Deep Reinforcement Learning. IEEE   International Symposium on Software Reliability Engineering (ISSRE) 2022:   1-12 [会议长文 CCF: b CORE: a QUALIS: a2]

[3]   Mingyue Zhang, Jialong Li, Haiyan Zhao, Kenji Tei, Shinichi Honiden, Zhi Jin:   A Meta Reinforcement Learning-based Approach for Self-Adaptive System. IEEE International   Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) 2021:   1-10. [会议长文 EICORE: b QUALIS: a2]

[4]   Mingyue Zhang, System Component-Level Self-Adaptations for Security via   Bayesian Games. International Conference on Software Engineering (ICSE)   (Companion Volume) 2021: 102-104. [会议短文 CCF: a CORE: a* QUALIS:   a1]

[5]   Mingyue Zhang, Zhi Jin, Yang Xu, Zehan Shen, Kun Liu and Keyu Pan: Fast Adaptation   to External Agents via Meta Imitation Counterfactual Regret Advantage.   International Conference on Autonomous Agents and Multiagent Systems (AAMAS)   2021: 1709-1711. [会议短文 CCF: b CORE: a* QUALIS: a1]

[6] 张明悦,   金芝, 赵海燕, 罗懿行. 机器学习赋能的软件自适应性综述. 软件学报, 2020, 31(08): 2404-2431. [期刊长文]

[7]   Privacy-Preserving Resilient Consensus for Multi-Agent Systems in a General   Topology Structure. (TOPS) [已接收]

[8]   Nianyu Li, Mingyue Zhang, Jialong Li, Eunsuk Kang, Kenji Tei: Preference   Adaptation: user satisfaction is all you need! SEAMS 2023 [已接收]

[9]   Jialong Li, Mingyue Zhang, Zhenyu Mao, Haiyan Zhao, Zhi Jin, Shinichi Honiden,   Kenji Tei: Goal-oriented Knowledge Reuse via Curriculum Evolution for   Reinforcement Learning-based Adaptation. Asia-Pacific Software Engineering   Conference (APSEC) 2022: 189-198 [会议长文 CCF: c CORE: b]

[10] Jian   Hou, Zhiyong Chen, Mingyue Zhang, Xiaomin Wang: Multi-armed Bandit Based Distributed   Resilient Consensus and Its Applications in Social Networks. Journal of the   Franklin Institute 359(10): 4997-5013 (2022) [期刊长文 SCI 2 ]

[11] Chao   Chen, Abdelsalam (Sumi) Helal, Zhi Jin, Mingyue Zhang, and Choonhwa Lee. 2021.   IoTranx: Transactions for Safer Smart Spaces. ACM Trans. Cyber Phys. Syst.   6(1): 1:1-1:26 (2022) [期刊长文,ACM 新的汇刊,暂未被   SCI 索引及 CCF 收录]

[12]   Nianyu Li, Mingyue Zhang, Eunsuk Kang, David Garlan: Engineering Secure Self-Adaptive   Systems with Bayesian Games. Fundamental Approaches to Software Engineering   (FASE) 2021: 130-151. [会议长文 CCF:b CORE: b QUALIS: a2]

[13]   Weidong Zhang, Mingyue Zhang: Graph Partitioning Algorithm with LSH: Poster   Extended Abstract. IEEE International Conference on Cluster Computing   (Cluster) 2018: 166-167. [会议短文 CCF: b CORE:a]

专利:

基于蛋白质折叠测算蛋白质结构的集群并行计算加速方法,专利号:201711439963.1. 发明人,张尉东,陈一峯,张明悦

一种针对分子动力仿真模型的并行化加速方法,专利号:201711258343.8. 发明人,陈一峯, 张明悦,王贝

一种基于状态隐私保护的多智能体容错一致性方法,专利号:ZL 2021 1 0416322.4,发明人,汪京,侯健,张明悦

项目:

网构软件的自适应性建模和管理方法研究 (国家自然科学基金),参与

面向多无人机系统的认知建模理论与自适应协同方法研究 (国家自然科学基金),参与

 

获奖情况

 

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