Ziyun Huang, Ph.D.

PTAS for Minimum Cost MultiCovering with Disks, SIAM Journal on Computing - August 22, 2024
Collaborators: Qilong Feng, Co-Editor; Jianxin Wang, Co-Author; Jinhui Xu, Co-Author

Near-Linear Time Approximation Algorithms for k-means with Outliers, Forty-first International Conference on Machine Learning (ICML 2024) - July 21, 2024
Collaborators: Junyu Huang; Qilong Feng; Jinhui Xu; Jianxin Wang

Persistent Local Homology in Graph Learning, Transactions on Machine Learning Research - April 20, 2024
Collaborators: Minghua Wang; Yan Hu; Di Wang; Jinhui Xu

SEC: More Accurate Clustering Algorithm via Structural Entropy, the 38th Annual AAAI Conference on Artificial Intelligence (AAAI 2024) - February 25, 2024
Collaborators: Junyu Huang; Qilong Feng; Jiahui Wang; Jinhui Xu; Jianxin Wang

Linear Time Algorithms for k-means with Multi-Swap Local Search, the Thirty-seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023) - December 10, 2023
Collaborators: Junyu Huang; Qilong Feng; Jinhui Xu; Jianxin Wang

Fast Algorithms for Distributed k-Clustering with Outliers, the Fortieth International Conference on Machine Learning (ICML 2023) - July 23, 2023
Collaborators: Junyu Huang; Qilong Feng; Jinhui Xu; Jianxin Wang

Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning, the Eleventh International Conference on Learning Representations (ICLR 2023) - May 1, 2023
Collaborators: Chunwei Ma; Zhanghexuan Ji; Yan Shen; Mingchen Gao; Jinhui Xu

FLS: A New Local Search Algorithm for K-means with Smaller Search Space, 31st International Joint Conference on Artificial Intelligence (IJCAI 2022) - July 23, 2022
Collaborators: Jinyu Huang; Qilong Feng; Jianxin Wang; Jinhui Xu

Small Candidate Set for Translational Pattern Search, Algorithmica - July 5, 2022
Collaborators: Qilong Feng, Co-Author; Jianxin Wang, Co-Author; Jinhui Xu, Co-Author

In-Range Farthest Point Queries and Related Problem in High Dimensions, 49th International Colloquium on Automata, Languages, and Programming (ICALP 2022) - June 1, 2022
Collaborator: Jinhui Xu

Few-shot Learning via Dirichlet Tessellation Ensemble, Tenth International Conference on Learning Representations (ICLR 2022) - April 25, 2022
Collaborators: Chunwei Ma, Primary Author; Mingchen Gao, Co-Author; Jinhui Xu, Co-Author

Distributed and Robust Support Vector Machine, International Journal of Computational Geometry and Applications
Collaborators: Yangwei Liu, Primary 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 (FOCS 2013)) - October 1, 2013
Collaborators: Danny Chen; Yangwei Liu; Jinhui Xu