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He Sun

DR

Accepting PhD Students

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Education/Academic qualification

Computer Science, Doctor of Science, Fudan University

1 Sept 2005 → 18 Jan 2010

Award Date: 18 Jan 2010

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  • Fast Approximation of Similarity Graphs with Kernel Density Estimation

    Macgregor, P. & Sun, H., 15 Dec 2023, 37th Conference on Neural Information Processing Systems (NeurIPS 2023). Curran Associates Inc, Vol. 36. p. 67603-67624 22 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File

  • Is the Algorithmic Kadison-Singer Problem Hard?

    Jourdan, B., Macgregor, P. & Sun, H., 28 Nov 2023, 34th International Symposium on Algorithms and Computation (ISAAC 2023). Iwata, S. & Kakimura, N. (eds.). Dagstuhl, Germany: Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Vol. 283. p. 1-18 18 p. 43. (Leibniz International Proceedings in Informatics (LIPIcs)).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File

  • A Tighter Analysis of Spectral Clustering, and Beyond

    Macgregor, P. & Sun, H., 23 Jul 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). PMLR, Vol. 162. p. 14717-14742 26 p. (Proceedings of Machine Learning Research; vol. 162).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File

  • Finding Bipartite Components in Hypergraphs

    Macgregor, P. & Sun, H., 14 Dec 2021, Advances in Neural Information Processing Systems 2022. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Vaughan, J. W. (eds.). Curran Associates Inc, Vol. 34. p. 7912-7923 12 p. (Advances in Neural Information Processing Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File

  • Hierarchical Clustering: O(1)-Approximation for Well-Clustered Graphs

    Manghiuc, B.-A. & Sun, H., 6 Dec 2021, Advances in Neural Information Processing Systems. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Vaughan, J. W. (eds.). Curran Associates Inc, Vol. 34. p. 9278-9289 12 p. (Advances in Neural Information Processing Systems; vol. 34).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    File
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