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魏罗娜简介

来源: 作者: 编辑:周金 审核: 上传: 日期:2024-07-16 点击:


魏罗娜    讲师

教师背景

学 历

所在学校

所在学院

时 间

博士

国防科技大学

系统工程学院

2019.3-2023.6

本硕

西北工业大学

自动化学院

2009.9-2016.6


研究领域

研究方向包括智能优化算法与决策技术、多目标组合优化问题的建模方式与求解算法,主要从事人工智能算法、深度强化学习、智能优化方法、深度知识追踪及卫星任务调度相关领域的研究,在国内外重要学术期刊和会议上发表论文20余篇,引用次数超600次,授权发明专利2项。

谷歌学术个人主页:‪Luona Wei‬ - ‪Google 学术搜索‬

招生专业:信息与通信工程、通信工程


研究项目

作为项目负责人主持国家自然科学基金青年科学基金项目(C类)、湖北省自然科学基金计划(青年项目)、武汉市自然科学基金探索计划(晨光计划)、中央高校基本科研业务费专项资金项目等4项科研项目。


近期研究成果

  1. Wei Luona, Cui Yongqiang, Chen Ming, Wan Qian*, Xing Lining. Multi-objective neural policy approach for agile earth satellite scheduling problem considering image quality[J]. Swarm and Evolutionary Computation, 2025, 94: 101857. (中科院一区SCI,IF=8.2)

  2. Wei Luona, Chen Ming, Xing Lining, Wan Qian, Song Yanjie, Chen Yuning*, Chen yingwu. Knowledge-transfer based genetic programming algorithm for multi-objective dynamic agile earth observation satellite scheduling problem[J]. Swarm and Evolutionary Computation, 2024, 85:101460. (中科院一区SCI,IF=8.2)

  3. Wei Luona, Chen Yuning*, Chen Ming, Chen Yingwu. Deep Reinforcement Learning and Parameter Transfer based Approach for the Multi-Objective Agile Earth Observation Satellite Scheduling Problem[J]. Applied Soft Computing, 2021, 110: 107607. (中科院一区SCI,IF=7.2)

  4. Wei Luona, Xing Lining, Wan Qian, Song Yanjie, Chen Yingwu*. A Multi-Objective Memetic Approach for Time-Dependent Agile Earth Observation Satellite Scheduling Problem[J]. Computers & Industrial Engineering, 2021, 159: 107530. (中科院一区SCI,IF=6.7)

  5. Zhang Zhanjun, Wan Qian, Zhao Shan, Hao Mingrui, Chen Sijing, Wei Luona*(通讯). Continual relation extraction model based on memory sample selection and historical feature refinement[J]. Applied Soft Computing, 2025: 114485. (SCI, 中科院二区TOP,IF=6.6)

  6. Wan Qian, Wei Luona*(通讯), Zhao Shan, Liu Jie. A Span-Based Multi-Modal Attention Network for Joint Entity-Relation Extraction[J]. Knowledge-Based Systems, 2023, 262: 110228. (中科院一区SCI,IF=7.2)

  7. Wan Qian, Du Shangheng, Liu Yaqi, Fang Jing, Wei Luona*(通讯), Liu Sannyuya**. Document-level relation extraction with hierarchical dependency tree and bridge path[J]. Knowledge-Based Systems, 2023, 278: 110873. (中科院一区SCI,IF=7.2)

  8. Song Yanjie*, Wei Luona(共一), Yang Qing, Wu Jian, Xing Lining, Chen Yingwu. RL-GA: A reinforcement learning-based genetic algorithm for electromagnetic detection satellite scheduling problem[J]. Swarm and Evolutionary Computation, 2023, 77: 101236. (中科院一区SCI,IF=8.2, ESI高被引论文)

  9. Wei Luona, Song Yanjie, Xing Lining*, Chen Ming, Chen Yingwu. A hybrid multi-objective coevolutionary approach for the multi-user agile earth observation satellite scheduling problem[C]//International Conference on Bio-Inspired Computing: Theories and Applications. Singapore: Springer Singapore, 2021: 247-261. (EI)

  10. Wan Qian, Wei Luona, Chen Xinhai, Liu Jie*. A region-based hypergraph network for joint entity-relation extraction[J]. Knowledge-Based Systems, 2021, 228: 107298. (中科院一区SCI,IF=7.2)

  11. Chen Ming, Wei Luona, Chun Jie, He Lei, Xiang Shang, Xing Lining*, Chen Yingwu. A neural priority model for agile earth observation satellite scheduling using deep reinforcement learning[J]. Applied Soft Computing, 2025: 112984. (中科院一区SCI,IF=7.2)

  12. Chen Ming, Chun Jie, Xiang Shang, Wei Luona, Du Yonghao, Wan Qian, Chen Yuning*, Chen Yingwu. Learning to Solve Quadratic Unconstrained Binary Optimization in a Classification Way[J]. Advances in Neural Information Processing Systems, 2025, 37: 114478-114509. (CCF A类会议,NeurIPS’2025)

  13. Sun Jianwen, Shi Wangzi, Shen Xiaoxuan, Liu Shengyingjie, Wei Luona, Wan Qian. Multi-objective math problem generation using large language model through an adaptive multi-level retrieval augmentation framework[J]. Information Fusion, 2025: 103037. (中科院一区SCI,IF=14.8)


研究项目

邮箱:wlnelysion@scuec.edu.cn

地址:中南民族大学电子信息工程学院16-922

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