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论文与专著
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易梦
性别:女 学历:研究生 学位:博士
联系方式:[email protected] 办公地点:9-415
计算机科学与技术系
研究方向:边缘计算、任务调度、车联网、无人机等

一、主要论文

[1]Meng Yi, and et al. The Distributed Intelligent Collaboration to UAV-assisted VEC: Joint Position Optimization and Task Scheduling, IEEE Internet of Things Journal, 2025. (SCI Q1,TOP)

[2]Meng Yi, and et al. A DRL-Driven Intelligent Joint Optimization Strategy for Computation Offloading and Resource Allocation in Ubiquitous Edge IoT Systems[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 39-54, 2023. (SCI Q1)

[3]Meng Yi, and et al. DRL-COO: DRL-based Collaborative Offloading Optimization for Multi-access Edge Computing using Improved Experience Replay, IEEE Sensors Journal. (SCI Q1)

[4]Meng Yi, and et al. DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks[J]. Neural Processing Letters, 4341-4373, 2022.

[5]Meng Yi, and et al. Soca: secure offloading considering computational acceleration for multi-access edge computing[J]. Wireless Networks, 1-15, 2024.

[6]Xiaotian Wang, Meng Yi, and et al, Joint Task Offloading and Resource Allocation in RIS-assisted NOMA-VEC Intent-based Networking, IEEE Internet of Things Journal, 2025.(共一,(SCI Q1,TOP))

[7]Meng Yi, and et al. Computational Intelligence for Optimizing UAV Positioning and Task Scheduling in UAV-assisted MEC Systems [C]// The International Conference on Neural Information Processing, 2024.

[8]Jiarong Liang, Meng Yi*, and et al. On constructing strongly connected dominating and absorbing set in 3-dimensional wireless ad hoc networks[J]. Complexity,1-12, 2020.

[9]易梦,梁家荣.三维异质无线网络中的最小虚拟骨干网[J].广西大学学报:自然科学版, 2019, 44(5): 1215-1222.(北大核心)

[10]易梦,梁家荣.三维无线自组织网络中最小虚拟骨干的近似算法[J].计算机科学, 2020, 47(7): 250-256.(北大核心)

二、发明专利

[1]杨鹏,易梦,孙元康,李冰,余少波。一种面向边缘计算的任务卸载和资源分配方法[P]。CN202210635941.7,2022-12-27。

[2]杨鹏,易梦,李冰,陈维威。一种基于深度强化学习的多智能设备任务卸载决策方法[P]。CN202210362289.6,2022-09-16。

[3]杨鹏,任冰清,易梦,杨冬梅。一种并行分布式任务卸载与资源管理方法[P]。CN202410597446.0,2024-08-13。

[4]杨鹏,方程,易梦,杜淼。一种融合安全决策与计算加速的资源调度方法[P]。CN202310617535.2,2023-08-11。

[5]杨鹏,江思明,易梦,李冰。一种基于深度强化学习的跨摄像头任务卸载方法[P]。CN202310533035.0,2023-11-07。

[6]杨鹏,马若辰,易梦,梁增玉。一种基于深度强化学习的边缘计算任务卸载方法[P]。CN202310512805.3,2023-08-29。