On Clustering Induced Voronoi Diagrams. - Danny Z. Chen; Ziyun Huang 001; Yangwei Liu; Jinhui Xu 001 (FOCS, 2013)

Finding rigid sub-structure patterns from 3D point-sets. - Zihe Chen; Danyang Chen; Hu Ding; Ziyun Huang 001; Zheshuo Li; Nitasha Sehgal; Andrew J. Fritz; Ronald Berezney; Jinhui Xu 001 (ICPR, 2016)

Distributed and Robust Support Vector Machine. - Yangwei Liu; Hu Ding; Ziyun Huang 001; Jinhui Xu 001 (ISAAC, 2016)

Big data transfer optimization based on offline knowledge discovery and adaptive sampling. - Md. S. Q. Zulkar Nine; Kemal Guner; Ziyun Huang 001; Xiangyu Wang 017; Jinhui Xu 001; Tevfik Kosar (IEEE BigData, 2017)

An Efficient Sum Query Algorithm for Distance-based Locally Dominating Functions. - Ziyun Huang 001; Jinhui Xu 001 (ISAAC, 2017)

Faster Algorithm for Truth Discovery via Range Cover. - Ziyun Huang 001; Hu Ding; Jinhui Xu 001 (WADS, 2017)

Data Transfer Optimization Based on Offline Knowledge Discovery and Adaptive Real-time Sampling. - Md. S. Q. Zulkar Nine; Kemal Guner; Ziyun Huang 001; Xiangyu Wang 017; Jinhui Xu 001; Tevfik Kosar (CoRR, 2017)

On Theory of Joint Influence. - Ziyun Huang 001 (2018)

Improved Algorithms for Clustering with Outliers. - Qilong Feng; Zhen Zhang 025; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001 (ISAAC, 2019)

Small Candidate Set for Translational Pattern Search. - Ziyun Huang 001; Qilong Feng; Jianxin Wang 001; Jinhui Xu 001 (ISAAC, 2019)

A Unified Framework of FPT Approximation Algorithms for Clustering Problems. - Qilong Feng; Zhen Zhang 025; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001 (ISAAC, 2020)

PTAS for Minimum Cost Multi-covering with Disks. - Ziyun Huang 001; Qilong Feng; Jianxin Wang 001; Jinhui Xu 001 (SODA, 2021)

Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization. - Chunwei Ma; Ziyun Huang 001; Jiayi Xian; Mingchen Gao; Jinhui Xu 001 (UAI, 2021)

Influence-based Voronoi diagrams of clusters. - Ziyun Huang 001; Danny Z. Chen; Jinhui Xu 001 (Comput. Geom., 2021)

In-Range Farthest Point Queries and Related Problem in High Dimensions. - Ziyun Huang 001; Jinhui Xu 001 (ICALP, 2022)

Few-shot Learning via Dirichlet Tessellation Ensemble. - Chunwei Ma; Ziyun Huang 001; Mingchen Gao; Jinhui Xu 001 (ICLR, 2022)

FLS: A New Local Search Algorithm for K-means with Smaller Search Space. - Junyu Huang; Qilong Feng; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001 (IJCAI, 2022)

Few-shot Learning as Cluster-induced Voronoi Diagrams: A Geometric Approach. - Chunwei Ma; Ziyun Huang 001; Mingchen Gao; Jinhui Xu 001 (CoRR, 2022)

Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning. - Chunwei Ma; Zhanghexuan Ji; Ziyun Huang 001; Yan Shen 002; Mingchen Gao; Jinhui Xu 001 (CoRR, 2022)

Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning. - Chunwei Ma; Zhanghexuan Ji; Ziyun Huang 001; Yan Shen 002; Mingchen Gao; Jinhui Xu 001 (ICLR, 2023)

Fast Algorithms for Distributed k-Clustering with Outliers. - Junyu Huang; Qilong Feng; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001 (ICML, 2023)

Linear Time Algorithms for k-means with Multi-Swap Local Search. - Junyu Huang; Qilong Feng; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001 (NeurIPS, 2023)

SEC: More Accurate Clustering Algorithm via Structural Entropy. - Junyu Huang; Qilong Feng; Jiahui Wang; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001 (AAAI, 2024)

New Algorithms for Distributed Fair k-Center Clustering: Almost Accurate as Sequential Algorithms. - Xiaoliang Wu; Qilong Feng; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001 (AAMAS, 2024)

Near-Linear Time Approximation Algorithms for k-means with Outliers. - Junyu Huang; Qilong Feng; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001 (ICML, 2024)

Linear Time Approximation Algorithm for Column Subset Selection with Local Search. - Yuanbin Zou; Ziyun Huang 001; Jinhui Xu 001; Jianxin Wang 001; Qilong Feng (NeurIPS, 2024)

Multiset Transformer: Advancing Representation Learning in Persistence Diagrams. - Minghua Wang; Ziyun Huang 001; Jinhui Xu 001 (CoRR, 2024)

An Efficient Algorithm for the 2-Central Path Problem. - Ziyun Huang 001; Yongding Zhu; Jinhui Xu 001 (Int. J. Comput. Geom. Appl., 2024)

A Space-Efficient One-Pass Online SVM Algorithm. - Yangwei Liu; Ziyun Huang 001; Jinhui Xu 001 (Int. J. Comput. Geom. Appl., 2024)

PTAS for Minimum Cost MultiCovering with Disks. - Ziyun Huang 001; Qilong Feng; Jianxin Wang 001; Jinhui Xu 001 (SIAM J. Comput., 2024)

Persistent Local Homology in Graph Learning. - Minghua Wang; Yan Hu; Ziyun Huang 001; Di Wang 015; Jinhui Xu 001 (Trans. Mach. Learn. Res., 2024)

Fully-Scalable Massively Parallel Algorithm for k-center with Outliers. - Di Wu 002; Qilong Feng; Junyu Huang; Jinhui Xu 001; Ziyun Huang 001; Jianxin Wang 001 (AAAI, 2025)

New Algorithms for the Learning-Augmented k-means Problem. - Junyu Huang; Qilong Feng; Ziyun Huang 001; Zhen Zhang 025; Jinhui Xu 001; Jianxin Wang 001 (ICLR, 2025)

TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram. - Mingxi Lei; Chunwei Ma; Meng Ding; Yufan Zhou 001; Ziyun Huang 001; Jinhui Xu 001 (ICLR, 2025)

Unifying domain gap in Federated Learning: A geometric approach. - Mingxi Lei; Meng Ding; Chunwei Ma; Ziyun Huang 001; Mingchen Gao; Jinhui Xu 001 (Neurocomputing, 2025)