华中科技大学主页平台管理系统 HE KUN--英文主页--Paper Publications

HE KUN

Recommended Ph.D.Supervisor Recommended MA Supervisor

·Paper Publications

Current position: 英文主页 > Scientific Research > Paper Publications

[1] Kun He, Yingru Li, Sucheta Soundarajan, John E. Hopcroft. Hidden Community Detection in Social Networks. Information Sciences (INS), vol. 425: 92-106, 2018..
[2] Yixuan Li, Kun He*, Kyle Kloster, David Bindel, John E. Hopcroft. Local Spectral Clustering for Overlapping Community Detection, IEEE Transactions on Knowledge Discovery from Data (TKDD), 12 (2):17, 2018..
[3] Yuzhe Ma, Kun He*, John E. Hopcroft, Pan Shi. Neighbourhood Preserving Dimension Reduction via Localised Multidimensional Scaling. Theoretical Computer Science (TCS), vol. 734: 58-71, 2018..
[4] John E. Hopcroft and Kun He. Computer Science in the Information Age, The IEEE Intelligent Informatics Bulletin, vol. 18(2): 3-6, 2018..
[5] Pan Shi, Kun He*, David Bindel, John E. Hopcroft. Local Lanczos Spectral Approximation for Membership Identification. 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Skopje, Macedonia, September 18-22, pp: 651-667, 2017..
[6] Kun He, Yan Wang, John Hopcroft. A Powerful Generative Model Using Random Weights for the Deep Image Representation. In: : 29th Annual Conference on Neural Information Processing Systems (NIPS'16), Barcelona, Spain, pp. 631-639, Dec. 2016.
[7] Kun He, Pan Shi, John E. Hopcroft and David Bindel. Local Spectral Diffusion for Robust Community Detection,In: the Workshop on Mining and Learning with Graphs at KDD (SIGKDD MLG'16) , SFO, CA, USA, August 2016..
[8] Yuzhe Ma, Kun He*, John E. Hopcroft, Pan Shi. Nonlinear dimension reduction by local multidimensional scaling. In: 10th International Frontiers of Algorithmics Workshop (FAW'16), pp.158-171, Shandong, China, 2016..
[9] Kun He, Yiwei Sun, David Bindel, John Hopcroft, Yixuan Li. Detecting Overlapping Communities from Local Spectral Subspaces, 15th IEEE International Conference on Data Mining (ICDM'15), Atlantic City, USA, pp. 769-774, 2015..
[10] Yixuan Li, Kun He*, David Bindel, John E. Hopcroft. Uncovering the Small Community Structure in Large Networks, In: 24th International Conference on World Wide Web (WWW'15), Florence, Italy, pp. 658-668, 2015..

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