Ziyun Huang, Ph.D.

Ziyun Huang, Ph.D.
Assistant Professor, Computer Science and Software Engineering
Office Phone
Office Location
159 Burke
PENN STATE BEHREND
242 BURKE CENTER
ERIE PA 16563
    Research Interests

    Algorithms. Computational Geometry. Application of Geometry in Computer Vision, Big Data and Machine Learning

    Publications

    Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization, The Conference on Uncertainty in Artificial Intelligence (UAI 2021) - July 27, 2021
    Collaborators: Chunwei Ma, Corresponding Author; Jiayi Xian, Co-Author; Mingchen Gao, Co-Author; Jinhui Xu, Co-Author

    Manufacturing Process Monitoring Using Time-frequency Representation and Transfer Learning of Deep Neural Networks, Journal of Manufacturing Processes
    Collaborators: Yabin Liao, Corresponding Author; Ihab Ragai; Scott Kerner

    Influence-Based Voronoi Diagrams of Clusters, Computational Geometry Theory and Applications - January 29, 2021
    Collaborators: Danny Chen, Co-Author; Jinhui Xu, Co-Author

    Distributed and Robust Support Vector Machine, International Journal of Computational Geometry and Applications
    Collaborators: Yangwei Liu, Co-Author; Hu Ding, Co-Author; Jinhui Xu, Co-Author

    PTAS for Minimum Cost Multi-covering with Disks, Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA) - January 10, 2021
    Collaborators: Qilong Feng, Co-Author; Jianxin Wang, Co-Author; Jinhui Xu, Co-Author

    Ultra-Deep Sequencing Differentiates Patterns of Skin Clonal Mutations Associated with Sun-exposure Status and Skin Cancer Burden , Science Advances - January 1, 2021
    Collaborators: Lei Wei, Corresponding Author; Sean Christensen, Co-Author; Megan Fitzgerald, Co-Author; James Graham, Co-Author; Nicholas Hutson, Co-Author; Chi Zhang, Co-Author; Qiang Hu, Co-Author; Fenglin Zhan; Jun Xie; Jianmin Zhang; Song Liu; Eva Remenyik; Emese Gellen; Oscar Colegio; Michael Bax; Jinhui Xu; Haifan Lin; Wendy Huss; Barbara Foster; Gyorgy Paragh

    A Unified Framework of FPT Approximation Algorithms for Clustering Problems, 31st International Symposium on Algorithms and Computation (ISAAC 2020) - December 14, 2020
    Collaborators: Qilong Feng, Corresponding Author; Zhen Zhang, Co-Author; Jianxin Wang, Co-Author; Jinhui Xu, Co-Author

    An Efficient Sum Query Algorithm for Distance-Based Locally Dominating Functions, Algorithmica - March 4, 2020
    Collaborator: Jinhui Xu, Co-Author

    Improved Algorithms for Clustering with Outliers, Proceedings of the 30th International Symposium on Algorithms and Computation (ISAAC 2019) - December 8, 2019
    Collaborators: Qilong Feng, Primary Author; Zhen Zhang, Author; Jinhui Xu, Author; Jianxin Wang, Author

    Small Candidate Set for Translational Pattern Search, Proceedings of the 30th International Symposium on Algorithms and Computation (ISAAC 2019) - December 8, 2019
    Collaborators: Qilong Feng, Author; Jianxin Wang, Author; Jinhui Xu, Author

    A Faster Algorithm for Truth Discovery via Range Cover, Algorithmica - October 1, 2019
    Collaborators: Hu Ding, Author; Jinhui Xu, Author

    Big Data Transfer Optimization Based on Offline Knowledge Discovery and Adaptive Sampling, 2017 IEEE International Conference on Big Data - December 11, 2017
    Collaborators: MD S Q Zulkar Nine, Primary Author; Kemal Guner; Xiangyu Wang; Jinhui Xu; Tevfik Kosar

    An Efficient Sum Query Algorithm forDistance-based Locally Dominating Functions, 28th International Symposium on Algorithms and Computation (ISAAC 2017) - December 10, 2017
    Collaborator: Jinhui Xu

    Faster Algorithm for Truth Discovery via Range Cover, Proc. Algorithms and Data Structures Symposium (WADS 2017) - July 31, 2017
    Collaborators: Hu Ding; Jinhui Xu

    On Clustering Induced Voronoi Diagrams, SIAM Journal on Computing - January 1, 2017
    Collaborators: Danny Chen; Yangwei Liu; Jinhui Xu

    Distributed and Robust Support Vector Machine, 27th International Symposium on Algorithms and Computation (ISAAC 2016) - December 1, 2016
    Collaborators: Yangwei Liu; Hu Ding; Jinhui Xu

    Finding Rigid Sub-structure Patterns from 3D Point-sets, 2016 23rd International Conference on Pattern Recognition (ICPR) - January 1, 2016
    Collaborators: Zihe Chen; Danyang Chen; Hu Ding; Zheshuo Li; Nitasha Sehgal; Andrew Fritz; Ronald Berezney; Jinhui Xu

    On Clustering Induced Voronoi Diagrams, 2013 IEEE 54th Annual Symposium on Foundations of Computer Science - October 1, 2013
    Collaborators: Danny Chen; Yangwei Liu; Jinhui Xu

    Education

    Ph D, Computer Science, State University of New York at Buffalo

    Bachelor of Science, Mathematics and Applied Mathematics, Sun Yat-sen University