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劉影， 女，博士/博士后，副教授

郵件地址：shinningliu at 163 dot com

電子科技大學(xué)博士、電子科技大學(xué)大數(shù)據(jù)研究中心博士后。國(guó)家建設(shè)高水平大學(xué)公派留學(xué)博士、國(guó)家公派訪(fǎng)問(wèn)學(xué)者。在IEEE Transactions on Network Science and Engineering, Communications Physics, Physical Review E, Scientific Reports, Nonlinear Dynamics, Information Sciences, Knowledge-Based System, Chaos, Solitons and Fractals, Europhysics Letter, Physica A、物理學(xué)報(bào)等國(guó)內(nèi)外主流期刊發(fā)表SCI論文30余篇。主持國(guó)家自然科學(xué)基金青年基金、四川省科技計(jì)劃應(yīng)用基礎(chǔ)研究項(xiàng)目。作為骨干參與國(guó)家自然科學(xué)基金面上項(xiàng)目、國(guó)家自然科學(xué)基金國(guó)際合作項(xiàng)目，參與歐盟FP7框架計(jì)劃。擔(dān)任多個(gè)SCI期刊常任審稿人。多次參加網(wǎng)絡(luò)科學(xué)領(lǐng)域國(guó)際和國(guó)內(nèi)會(huì)議并作學(xué)術(shù)報(bào)告。

復(fù)雜網(wǎng)絡(luò)、數(shù)據(jù)挖掘與分析、人工智能、醫(yī)療信息挖掘

碩士生羅燦的論文在中科院二區(qū)期刊發(fā)表；2025.
碩士生侯詩(shī)雨的論文在國(guó)內(nèi)知名期刊《物理學(xué)報(bào)》發(fā)表；2025.
碩士生郭志成的論文在國(guó)內(nèi)知名期刊《電子科技大學(xué)學(xué)報(bào)》發(fā)表；2024.
碩士生李江的論文被國(guó)內(nèi)知名期刊《物理學(xué)報(bào)》接收；2024
碩士生陳鈺書(shū)在中科院一區(qū)TOP期刊、Nature子刊發(fā)表學(xué)術(shù)論文；2023
碩士生賴(lài)宇航在中科院二區(qū)期刊發(fā)表學(xué)術(shù)論文；2023
碩士生曾琦的論文在中科院二區(qū)期刊、數(shù)學(xué)跨學(xué)科應(yīng)用一區(qū)期刊發(fā)表論文；2023
碩士生陳嘉興連續(xù)在中科院一區(qū)、二區(qū)期刊發(fā)表論文；2022, 2023
碩士生鄭克鮮在中科院一區(qū)TOP期刊發(fā)表論文；2022
碩士生曾琦在中科院一區(qū)TOP期刊發(fā)表論文，被SCI/SSCI雙檢索；2021
碩士生裴建新在中科院二區(qū)期刊發(fā)表論文；2021
碩士生鄭克鮮在中科院三區(qū)期刊發(fā)表論文；2021

本課題組與國(guó)內(nèi)985高校及美國(guó)、韓國(guó)、瑞士、中國(guó)香港等地學(xué)者密切合作，共同培養(yǎng)研究生和發(fā)表學(xué)術(shù)論文。鼓勵(lì)和支持學(xué)生繼續(xù)攻讀博士學(xué)位。

發(fā)表的代表性論文

[31] Y. Liu, Y. Liu, Z. Jin, M. Kirillin, M. Tang*, Y.-C. Zhang, Synergistic coevolution of opinion formation and message diffusion: Critical phenomena induced by relative timescales, Chaos, Solitons & Fractals 208, 118074, 2026. (SCI一區(qū)TOP期刊，學(xué)生一作)
[30] C. Luo, Ying Liu*, Ping Li, Wei Wang*. Resilience of interdependent hypergraphs in failure-recovery spreading process. Physica A 675:130788, 2025. (SCI二區(qū)期刊，學(xué)生一作)
[29] 侯詩(shī)雨，劉影*，唐明. 融合節(jié)點(diǎn)動(dòng)態(tài)傳播特征與局域結(jié)構(gòu)的復(fù)雜網(wǎng)絡(luò)傳播關(guān)鍵節(jié)點(diǎn)識(shí)別. 物理學(xué)報(bào) 74: 108901, 2025. (SCI三區(qū)期刊)
[28] L. Ge, Y. Long, Y. Liu, et al. Prediction and prevention of non-Markovian epidemic spreading in coupled system. Chaos, Solitons and Fractals 191:115869, 2025. (SCI 1區(qū)TOP，數(shù)學(xué)跨學(xué)科應(yīng)用1區(qū)，學(xué)生一作)
[27] P. Pei, Y. Liu*, J. Wang, W. Wang*. Suppressing cascading failures on multiplex networks with flow by reinforcing critical edges. International Journal of Modern Physics C, 2550015, 2025. (SCI期刊，學(xué)生一作)
[26] 郭志成, 劉影*，陳鈺書(shū)，唐明. 復(fù)雜網(wǎng)絡(luò)上具有自適應(yīng)行為的故障-恢復(fù)傳播動(dòng)力學(xué)研究. 電子科技大學(xué)學(xué)報(bào) 3:473-480, 2024.
[25] 李江，劉影*，王偉，周濤. 識(shí)別高階網(wǎng)絡(luò)傳播中最有影響力的節(jié)點(diǎn). 物理學(xué)報(bào), 4:320-329, 2024.
[24] Y. Chen, Y. Liu*, M. Tang*, Y.-C. Lai, Epidemic dynamics with non-Markovian travel in multilayer networks, Communications Physics 6:263, 2023. (SCI 1區(qū) TOP期刊，Nature子刊，學(xué)生一作)
[23] Y. Liu , Q. Zeng , L. Pan, M. Tang, Identify Influential Spreaders in Asymmetrically Interacting Multiplex Networks, IEEE Transactions on network science and engineering 10(4), 2201-2211, 2023. (SCI 2區(qū)，領(lǐng)域內(nèi)頂刊)
[22] Y. Lai, Y. Liu*, K. Zheng, Wei Wang. Robustness of interdependent higher-order networks. Chaos 33, 073121 (2023). (SCI 2區(qū)，學(xué)生一作)
[21]L. Zeng, M. Tang*, Y. Liu. The impacts of the individual activity and attractiveness correlation on spreading dynamics in time-varying networks, Communications in Nonlinear Science and Numerical Simulation 122, 107233 (2023). (SCI 2區(qū)，學(xué)生一作)
[20] J. Chen, Y. Liu*, M. Tang*, J. Yue. Asymmetrically interacting dynamics with mutual confirmation from multi-source on multiplex networks. Information Sciences 619, 478-490 (2023). (SCI 1區(qū) TOP期刊，學(xué)生一作)
[19] J. Chen, Y. Liu*, J. Yue, X. Duan, M. Tang. Coevolving spreading dynamics of negative information and epidemic on multiplex networks. Nonlinear Dynamics 110, 3881-3891 (2022). (SCI 2區(qū)，學(xué)生一作)
[18] D. Wu, Y. Liu, M. Tang*, X.-K. Xu, S. Guan. Impact of hopping characteristics of inter-layer commuters on epidemic spreading in multilayer networks. Chaos, Solitons and Fractals 159, 112100 (2022). (SCI 1區(qū)TOP期刊，數(shù)學(xué)跨學(xué)科應(yīng)用1區(qū)，學(xué)生一作)
[17] J. Qu, Y. Liu, M. Tang*, S. Guan*. Identification of the most influential stocks in financial networks. Chaos, Solitons and Fractals 158, 111939 (2022). (SCI 1區(qū)TOP期刊，數(shù)學(xué)跨學(xué)科應(yīng)用1區(qū)，學(xué)生一作)
[16] K. Zheng, Y. Liu*, J. Gong, W. Wang*. Robustness of circularly interdependent networks. Chaos, Solitons and Fractals 157, 111934 (2022). (SCI 1區(qū)TOP期刊，數(shù)學(xué)跨學(xué)科應(yīng)用1區(qū)，學(xué)生一作)
[15] J. Pei, Y. Liu*, W. Wang*, et al. Cascading failures in multiplex network under flow redistribution. Physica A 583, 126340 (2021). (SCI 2區(qū)，學(xué)生一作)
[14] Q. Zeng, Y. Liu*, M. Tang, et al. Identifying super-spreaders in information-epidemic coevolving dynamics on multiplex networks. Knowledge-Based System 229, 107365 (2021). (SCI 1區(qū)TOP期刊，學(xué)生一作)
[13] J.-Y. Qu, M. Tang*, Y. Liu*, S.-G. Guan*. The relative importance of structure and dynamics on node influence in reversible spreading processes. Frontiers of Physics 16, 51503, (2021). (中科院2區(qū)，學(xué)生一作)
[12] K. Zheng, Y. Liu*, Y. Wang, W. Wang*.  k-core percolation on interdependent and interconnected multiplex networks. Europhysics Letter (EPL), 133, 48003 (2021). (SCI期刊，學(xué)生一作)
[11] J. Qu, M. Tang*, Y. Liu, S. Guan. Identifying influential spreaders in reversible process. Chaos, Solitons and Fractals 140, 110197 (2020).  (SCI 2區(qū)期刊，學(xué)生一作)
[10] Y. Xu, M. Tang*, Y. Liu*, Y. Zou, Z. Liu. Identifying epidemic threshold by temporal profile of outbreaks on networks. Chaos 29: 113106 (2019). (SCI 3區(qū)，學(xué)生一作)
[9] K. Gong, J.-J. Wu, Y. Liu, Q. Li, R.-R. Liu*, M. Tang*. The e?ective healing strategy against localized attacks on interdependent spatially embedded networks. Complexity 7912857 (2019). (SCI 2區(qū))
[8]Q. Ni, M. Tang, Y. Liu,Y.-C.Lai.Machine learning dynamical phase transitions in complex networks. Physical Review E 100, 052312 (2019). (SCI 3區(qū)，數(shù)學(xué)物理2區(qū)，領(lǐng)域內(nèi)權(quán)威期刊，學(xué)生一作).
[7] Y. Liu, M. Tang, Y. Do, P. M. Hui. Accurate ranking of influential spreaders based on dynamically asymmetric link weights. Physical Review E 96:022323 (2017). ( SCI 3區(qū)，數(shù)學(xué)物理2區(qū)，領(lǐng)域內(nèi)權(quán)威期刊)
[6] M.-X. Liu, W. Wang, Y. Liu, M. Tang, S.-M. Cai, and H.-F. Zhang, Social contagions on time-varying community networks. Physical Review E 95: 052306 (2017). (SCI 3區(qū)，數(shù)學(xué)物理2區(qū)，領(lǐng)域內(nèi)權(quán)威期刊)
[5] Y. Liu, M. Tang, T. Zhou, Y. Do. Identify influential spreaders in complex networks, the role of neighborhood. Physica A 452:289-298 (2016). (SCI 3區(qū)期刊，IF=2.243.)
[4] 劉影，王偉，尚明生，唐明. 復(fù)雜網(wǎng)絡(luò)上疫情與輿情的傳播及其基于免疫的控制策略. 復(fù)雜系統(tǒng)與復(fù)雜性科學(xué), 13:74–83, 2016. (EI期刊)
[3] Y. Liu, M. Tang, T. Zhou, Younghae Do. Core-like groups result in invalidation of identifying super-spreader by k-shell decomposition. Scientific Reports 5:9602 (2015). (SCI 2區(qū))
[2] Y. Liu, M. Tang, T. Zhou, Younghae Do. Improving the accuracy of the k-shell method by removing redundant links: From a perspective of spreading dynamics. Scientific Reports 5:13172 (2015). (SCI 2區(qū))
[1] Y. Liu, M. Tang, J. Yue and J. Gong. Identify influential spreaders in complex real-world networks. IEEE International Conference on Internet of People, Beijing 2015. (EI國(guó)際會(huì)議)

主持和參與的科研項(xiàng)目

1. COVID-19疫情的多尺度傳播建模及其預(yù)警與控制研究，國(guó)家自然科學(xué)基金國(guó)際（地區(qū)）合作與交流項(xiàng)目，參與。
2. 基于雙層網(wǎng)絡(luò)關(guān)鍵節(jié)點(diǎn)的流行病傳播策略研究，國(guó)家自然科學(xué)基金，主持。
3. 多層網(wǎng)絡(luò)最有影響力的傳播源識(shí)別，四川省科技計(jì)劃項(xiàng)目應(yīng)用基礎(chǔ)研究，主持。
4. 社會(huì)網(wǎng)絡(luò)的傳播控制策略研究，電子科技大學(xué)博士后科學(xué)基金，主持。
5. 社會(huì)網(wǎng)絡(luò)的快速分層算法，西南石油大學(xué)科研啟航計(jì)劃，主持。
6. 基于機(jī)器學(xué)習(xí)的時(shí)變網(wǎng)絡(luò)表示方法研究，國(guó)家自然科學(xué)基金，參與。
7．西南石油大學(xué)數(shù)據(jù)智能科研創(chuàng)新團(tuán)隊(duì)-復(fù)雜網(wǎng)絡(luò)大數(shù)據(jù)分析，西南石油大學(xué)創(chuàng)新團(tuán)隊(duì)，參與。