Ziyun Huang, Ph.D.

Ziyun Huang, Ph.D.
Assistant Professor, Computer Science and Software Engineering
159 Burke

Mailing Address:
PENN STATE BEHREND
242 BURKE CENTER
ERIE PA 16563

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

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

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

Influence-Based Voronoi Diagrams of Clusters, Computational Geometry Theory and Applications - June 1, 2021
Collaborators: Danny Chen, 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

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

On Clustering Induced Voronoi Diagrams, SIAM Journal on Computing - November 10, 2017
Collaborators: Danny Chen; Yangwei Liu; 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

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

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

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