毛玉星,重慶大學(xué)電氣工程學(xué)院教授,博士生導(dǎo)師,中國(guó)圖象圖形學(xué)會(huì)高級(jí)會(huì)員,加拿大Concordia 大學(xué)模式識(shí)別與機(jī)器視覺(jué)研究中心(Center for Pattern Recognition and Machine Intelligence, CENPARMI) 訪問(wèn)學(xué)者。多年從事計(jì)算機(jī)網(wǎng)絡(luò)、圖像處理、人工智能技術(shù)的教學(xué)科研工作,主要研究方向?yàn)榧t外成像、計(jì)算機(jī)視覺(jué)、模式識(shí)別與人工智能、電力物聯(lián)網(wǎng)及大數(shù)據(jù)分析。近年來(lái),主持國(guó)家自然科學(xué)基金、國(guó)家重點(diǎn)研發(fā)計(jì)劃子課題、重慶市科技攻關(guān)項(xiàng)目、寧夏回族自治區(qū)科技廳重點(diǎn)項(xiàng)目及其它省部級(jí)項(xiàng)目6項(xiàng)及多項(xiàng)橫向科研項(xiàng)目,主研科技部國(guó)際合作項(xiàng)目及其它省部級(jí)科研項(xiàng)目10余項(xiàng)。申請(qǐng)發(fā)明專利30余項(xiàng),獲權(quán)20余項(xiàng),發(fā)表科研論文100余篇,其中SCI及EI收錄60余篇。
近年承擔(dān)的主要科研項(xiàng)目
(1)重慶市技術(shù)創(chuàng)新與應(yīng)用發(fā)展專項(xiàng)重大項(xiàng)目,電力系統(tǒng)智能運(yùn)維服務(wù)平臺(tái)關(guān)鍵技術(shù)研發(fā)及應(yīng)用,2024.12—2027.12
(2)大型電力變壓器多維度感知信息深度融合與故障溯源關(guān)鍵技術(shù),國(guó)網(wǎng)重慶市電力公司電力科學(xué)研究院,2023.11—2026.12
(3)輕瓦斯積氣狀態(tài)遠(yuǎn)程辨識(shí)及組份檢測(cè)裝置研發(fā)與應(yīng)用,課題1:輕瓦斯積氣狀態(tài)遠(yuǎn)程辨識(shí)及組份檢測(cè)裝置研制,CGYKJXM20210117,南方電網(wǎng)公司超高壓輸電公司大理局,2021.1~2022.12
(4)橫向項(xiàng)目:基于開(kāi)關(guān)設(shè)備綜合檢測(cè)的智能配電室技術(shù)研究,TSJY(2019)-001-JS,浙江圖盛輸變電工程有限公司,2020.1~2020.12
(5)橫向項(xiàng)目:小口徑損傷診斷設(shè)備研制,中國(guó)工程物理研究院激光聚變研究中心,19-F3M0105-101-FA-02,2020.1~2020.12
(6)國(guó)家重點(diǎn)研發(fā)計(jì)劃項(xiàng)目(2018YFB2100100)子課題:支持多終端協(xié)同處理的邊緣計(jì)算技術(shù), 2019-7~2023.6
(7)國(guó)家自然科學(xué)基金面上項(xiàng)目,61571068,離焦圖像序列非相干觀測(cè)信息挖掘與超分辨率重建技術(shù)研究,2016.01-2019.12
(8)寧夏回族自治區(qū)重點(diǎn)研發(fā)計(jì)劃(重點(diǎn))項(xiàng)目(2019BFG02031):寧夏典型農(nóng)村節(jié)能環(huán)保型污水處理技術(shù)篩選及智能設(shè)備研發(fā)與集成示范,課題:典型農(nóng)村節(jié)能環(huán)保型污水處理設(shè)備智能管控軟件及平臺(tái)開(kāi)發(fā), 2019-2021
近年發(fā)表的主要論文
(1)Xueshuo,Chen,Yuxing Mao,Energy-Efficient Four-Layers LoRa Broadcasting Scheme with Reinforcement Learning,Ad Hoc Networks,2024.1
(2)Simou Li, Yuxing Mao, Jian Li, Yihang Xu, Jinsen Li,Xueshuo Chen,Siyang Liu,Xianping Zhao.FedUTN: Federated Self-supervised Learning with Updating Target Network, Applied Intelligence (2023) 53:10879–10892.
(3)Aoli Huang, Yuxing Mao, Xueshuo Chen, Yihang Xu, Shunxin Wu. A multi-timescale energy scheduling model for microgrid embedded with differentiated electric vehicle charging management strategies, Sustainable Cities and Society 101 (2024) 105123:1-15.
(4)Xingji Huang,Yuxing Mao, Jian Li, Shunxin Wu, Xueshuo Chen, Hang Lu.CRUN: a super lightweight and ef?cient network for single-image super resolution,Applied Intelligence (2023) 53:29557–29569.
(5)Xueshuo Chen , Yuxing Mao , Hongyu Wang , Yihang Xu, Danyang Li, Siyang Liu Data-driven Task Offloading Method for Resource-constrained Terminals via Unified Resource Model,IEEE INTERNET OF THINGS JOURNAL, VOL. 10, NO. 11, 1 JUNE 2023: 9703-9715.
(6)Danyang Li, Yuxing Mao, Xueshuo Chen, Jian Li and Siyang Liu. Deployment and Allocation Strategy for MEC Nodes in Complex Multi-Terminal Scenarios,Sensors, 2022, 22, 6719:1-20
(7)Yihang Xu , Yuxing Mao , Simou Li, Jian Li, Senior Member, IEEE, and Xueshuo Chen .Privacy-Preserving Federal Learning Chain for Internet of Things, IEEE INTERNET OF THINGS JOURNAL, VOL. 10, NO. 20, 15 OCTOBER 2023: 18364-18374.
(8)Hang Lu , Yuxing Mao , Jinsen Li and Lin Zhu.Multimodal deep learning-based diagnostic model for BPPV, BMC Medical Informatics and Decision Making (2024) 24:82,1-17.
(9)Mao Yuxing*, He yinghong, etc. Disease Classification Based on Eye Movement Features With Decision Tree and Random Forest, Frontiers in neuroscience, 2020.8.
(10)Yan Yan, Mao Yuxing*, Li Bo. SECOND: Sparsely Embedded Convolutional Detection, SENSORS, Vol(18):10,2018(SCI: 000448661500165).