[10] 國家自然科學(xué)基金面上項目，節(jié)點(diǎn)內(nèi)容和鏈接相結(jié)合的大規(guī)模內(nèi)容網(wǎng)絡(luò)社區(qū)發(fā)現(xiàn)方法及應(yīng)用研究，編號：61473030，2015.1-2018.12，參與(3/10)

[11] 教育部-中移動聯(lián)合基金項目，基于位置和社交網(wǎng)絡(luò)的移動用戶精準(zhǔn)營銷算法研究，編號：MCM20150513，2015.12-2017.12，參與(3/24)

[12] CSDN橫向應(yīng)用項目，CSDN社交網(wǎng)絡(luò)構(gòu)建及用戶技能與興趣挖掘研究，60萬，2016.6-2.17.6，參與(3/25)

[13] 中國航信橫向應(yīng)用項目，航信數(shù)據(jù)中心服務(wù)器應(yīng)用網(wǎng)絡(luò)發(fā)現(xiàn)及結(jié)構(gòu)與健康分析系統(tǒng)，95萬，2016.8-2017.7，參與(2/10)

教學(xué)工作

本科課程: 大數(shù)據(jù)技術(shù)、高級語言程序設(shè)計、C語言程序設(shè)計、Java語言程序設(shè)計

研究生課程：復(fù)雜網(wǎng)絡(luò)基礎(chǔ)、數(shù)據(jù)倉庫與大數(shù)據(jù)工程

論文/期刊

1.Zhihao Wu, Youfang Lin, Yiji Zhao, Hongyan Yan. Improving local clustering based top-L link prediction methods via asymmetric link clustering information. Physica A: Statistical Mechanics and its Applications. 492(15): 1859-1874, 2018. (An3)

2.Zhihao Wu, Youfang Lin, Huaiyu Wan, Waleed Jamil. Predicting top-L missing links with node and link clustering information in large-scale networks. Journal of Statistical Mechanics: Theory and Experiment 2016 (8):083202. (IF=2.09, An2)

3.Zhihao Wu, Youfang Lin, Jing Wang, Steve Gregory. Link prediction with node clustering coefficient. Physica A: Statistical Mechanics and its Applications. 452(15): 1-8, 2016. (An3)

4.Zhihao Wu, Giulia Menichetti, Christoph Rahmede, Ginestra Bianconi. Emergent Complex Network Geometry. Scientific Reports. 5:10073, 2015. (An2)

5.Zhihao Wu*, Youfang Lin, Huaiyu Wan, Shengfeng Tian. Efficient overlapping community detection in huge real-world networks. Physica A: Statistical Mechanics and its Applications. 391(7):2475-2490, 2012. (An3)

6.Zhihao Wu*, Youfang Lin, Steve Gregory, Huaiyu Wan, Shengfeng Tian. Balanced multi-label propagation for overlapping community detection in social networks. Journal of Computer Science and Technology. 27(3): 468-479, 2012. (An4，SCI citation: 46, Top-100 cited paper of JCST)

7.Zhihao Wu*, Youfang Lin, Huaiyu Wan, Shengfeng Tian. An efficient method to find overlapping communities in networks. Journal of Computational Information Systems. 7(16):5650- 5659, 2011. (EI)

8.Zhihao Wu, Youfang Lin, Huaiyu Wan, Shengfeng Tian. A fast and reasonable method for community detection with adjustable extent of overlapping. In Proceedings of the 5th IEEE International Conference on Intelligent Systems and Knowledge Engineering (ISKE), pp. 376-379, 2010. (EI & ISTP)

9.Zhihao Wu, Youfang Lin. Community merger of optimization algorithm for highly overlapping communities. In Journal of Beijing Jiaotong University. Vol 35(3), 2011.

10.Youfang Lin, Huaiyu Wan, Rui Jiang, Zhihao Wu, Xuguang Jia. Inferring the Travel Purposes of Passenger Groups for Better Understanding of Passengers. IEEE Transactions on Intelligent Transportation Systems, 16(1), 2015. (An2)

11.Jacopo Iacovacci, Zhihao Wu, Ginestra Bianconi. Mesoscopic Structures Reveal the Network Between the Layers of Multiplex Datasets. Physical Review E, 2015 (An2)

12.Ginestra Bianconi, Christoph Rahmede, Zhihao Wu. Complex Quantum Network Geometries: Evolution and Phase Transitions. Physical Review E, 2015 (An2)

13.Huaiyu Wan*, Youfang Lin, Zhihao Wu, Houkuan Huang. Discovering typed communities in mobile social networks. Journal of Computer Science and Technology. 27(3): 480-491, 2012. (An4)

14.Huaiyu Wan*, Youfang Lin, Zhihao Wu, Houkuan Huang. A community-based pseudolikelihood approach for relationship labeling in social networks. Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2011). September 5th to 9th, 2011, Pages 491-505, Athens, 2011. (EI & ISTP)

15.Huaiyu Wan, Youfang Lin, Zhihao Wu, Houkuan Huang. A two-stage learning framework of relational Markov networks. Journal of Computational Information Systems. 2010, 6(4):1027-1035. (EI)

研究興趣

主要研究興趣：

1)面向復(fù)雜網(wǎng)絡(luò)數(shù)據(jù)的機(jī)器學(xué)習(xí)、深度學(xué)習(xí)、對抗學(xué)習(xí)、強(qiáng)化學(xué)習(xí)算法研究，如：網(wǎng)絡(luò)表示學(xué)習(xí)、網(wǎng)絡(luò)生成模型、社區(qū)結(jié)構(gòu)發(fā)現(xiàn)、鏈接預(yù)測、影響力分析、相似性度量等等

2)民航交通大數(shù)據(jù)分析挖掘，如：民航旅客行為數(shù)據(jù)分析與預(yù)測、民航行業(yè)管理決策支持智能化應(yīng)用等等

專利

林友芳, 韓升, 萬懷宇, 武志昊. 數(shù)據(jù)中心服務(wù)器的業(yè)務(wù)應(yīng)用邏輯網(wǎng)絡(luò)的構(gòu)建方法. (專利號：201610526019.9)

獲獎與榮譽(yù)

Top-100 cited paper of Journal of Computer Science and Technology for article "Balanced multi-label propagation for overlapping community detection in social networks"(cited by 43 SCI articles, rank 24 by 2019, http://jcst.ict.ac.cn/EN/column/column113.shtml)

社會兼職

目前任多個國際國內(nèi)期刊(如IEEE Transactions on Cybernetics,Physica A, Plos one, Joural of WWW and Chaos, Solitons & Fractals以及《計算機(jī)學(xué)報》等)的稿件評審人。

研究生指導(dǎo)

在讀博士研究生：2人

在讀碩士研究生：15人

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