Ziyun Huang

According to our database, Ziyun Huang authored at least 35 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Unifying domain gap in Federated Learning: A geometric approach.

Mingxi Lei, Meng Ding, Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

Neurocomputing, 2025

TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram.

Mingxi Lei, Chunwei Ma, Meng Ding, Yufan Zhou, Ziyun Huang, Jinhui Xu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

New Algorithms for the Learning-Augmented k-means Problem.

Junyu Huang, Qilong Feng, Ziyun Huang, Zhen Zhang, Jinhui Xu, Jianxin Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Fully-Scalable Massively Parallel Algorithm for k-center with Outliers.

Di Wu, Qilong Feng, Junyu Huang, Jinhui Xu, Ziyun Huang, Jianxin Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Persistent Local Homology in Graph Learning.

Minghua Wang, Yan Hu, Ziyun Huang, Di Wang, Jinhui Xu

Trans. Mach. Learn. Res., 2024

PTAS for Minimum Cost MultiCovering with Disks.

Ziyun Huang, Qilong Feng, Jianxin Wang, Jinhui Xu

SIAM J. Comput., 2024

A Space-Efficient One-Pass Online SVM Algorithm.

Yangwei Liu, Ziyun Huang, Jinhui Xu

Int. J. Comput. Geom. Appl., 2024

An Efficient Algorithm for the 2-Central Path Problem.

Ziyun Huang, Yongding Zhu, Jinhui Xu

Int. J. Comput. Geom. Appl., 2024

Multiset Transformer: Advancing Representation Learning in Persistence Diagrams.

Minghua Wang, Ziyun Huang, Jinhui Xu

CoRR, 2024

Linear Time Approximation Algorithm for Column Subset Selection with Local Search.

Yuanbin Zou, Ziyun Huang, Jinhui Xu, Jianxin Wang, Qilong Feng

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Near-Linear Time Approximation Algorithms for k-means with Outliers.

Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

New Algorithms for Distributed Fair k-Center Clustering: Almost Accurate as Sequential Algorithms.

Xiaoliang Wu, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

SEC: More Accurate Clustering Algorithm via Structural Entropy.

Junyu Huang, Qilong Feng, Jiahui Wang, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Linear Time Algorithms for k-means with Multi-Swap Local Search.

Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Fast Algorithms for Distributed k-Clustering with Outliers.

Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the International Conference on Machine Learning, 2023

Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning.

Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning.

Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu

CoRR, 2022

Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach.

Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

CoRR, 2022

FLS: A New Local Search Algorithm for K-means with Smaller Search Space.

Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Few-shot Learning via Dirichlet Tessellation Ensemble.

Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

Proceedings of the Tenth International Conference on Learning Representations, 2022

In-Range Farthest Point Queries and Related Problem in High Dimensions.

Ziyun Huang, Jinhui Xu

Proceedings of the 49th International Colloquium on Automata, Languages, and Programming, 2022

2021

Influence-based Voronoi diagrams of clusters.

Ziyun Huang, Danny Z. Chen, Jinhui Xu

Comput. Geom., 2021

Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization.

Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

PTAS for Minimum Cost Multi-covering with Disks.

Ziyun Huang, Qilong Feng, Jianxin Wang, Jinhui Xu

Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

2020

A Unified Framework of FPT Approximation Algorithms for Clustering Problems.

Qilong Feng, Zhen Zhang, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the 31st International Symposium on Algorithms and Computation, 2020

2019

Small Candidate Set for Translational Pattern Search.

Ziyun Huang, Qilong Feng, Jianxin Wang, Jinhui Xu

Proceedings of the 30th International Symposium on Algorithms and Computation, 2019

Improved Algorithms for Clustering with Outliers.

Qilong Feng, Zhen Zhang, Ziyun Huang, Jinhui Xu, Jianxin Wang

Proceedings of the 30th International Symposium on Algorithms and Computation, 2019

2018

On Theory of Joint Influence.

Ziyun Huang

PhD thesis, 2018

2017

Data Transfer Optimization Based on Offline Knowledge Discovery and Adaptive Real-time Sampling.

Md. S. Q. Zulkar Nine, Kemal Guner, Ziyun Huang, Xiangyu Wang, Jinhui Xu, Tevfik Kosar

CoRR, 2017

Faster Algorithm for Truth Discovery via Range Cover.

Ziyun Huang, Hu Ding, Jinhui Xu

Proceedings of the Algorithms and Data Structures - 15th International Symposium, 2017

An Efficient Sum Query Algorithm for Distance-based Locally Dominating Functions.

Ziyun Huang, Jinhui Xu

Proceedings of the 28th International Symposium on Algorithms and Computation, 2017

Big data transfer optimization based on offline knowledge discovery and adaptive sampling.

Md. S. Q. Zulkar Nine, Kemal Guner, Ziyun Huang, Xiangyu Wang, Jinhui Xu, Tevfik Kosar

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Distributed and Robust Support Vector Machine.

Yangwei Liu, Hu Ding, Ziyun Huang, Jinhui Xu

Proceedings of the 27th International Symposium on Algorithms and Computation, 2016

Finding rigid sub-structure patterns from 3D point-sets.

Zihe Chen, Danyang Chen, Hu Ding, Ziyun Huang, Zheshuo Li, Nitasha Sehgal, Andrew J. Fritz, Ronald Berezney, Jinhui Xu

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2013

On Clustering Induced Voronoi Diagrams.

Danny Z. Chen, Ziyun Huang, Yangwei Liu, Jinhui Xu

Proceedings of the 54th Annual IEEE Symposium on Foundations of Computer Science, 2013