Huang, Ziyun

13 publications

AAAI 2025 Fully-Scalable Massively Parallel Algorithm for K-Center with Outliers Di Wu, Qilong Feng, Junyu Huang, Jinhui Xu, Ziyun Huang, Jianxin Wang

ICLR 2025 New Algorithms for the Learning-Augmented K-Means Problem Junyu Huang, Qilong Feng, Ziyun Huang, Zhen Zhang, Jinhui Xu, Jianxin Wang

ICLR 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

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

ICML 2024 Near-Linear Time Approximation Algorithms for K-Means with Outliers Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

TMLR 2024 Persistent Local Homology in Graph Learning Minghua Wang, Yan Hu, Ziyun Huang, Di Wang, Jinhui Xu

AAAI 2024 SEC: More Accurate Clustering Algorithm via Structural Entropy Junyu Huang, Qilong Feng, Jiahui Wang, Ziyun Huang, Jinhui Xu, Jianxin Wang

ICML 2023 Fast Algorithms for Distributed K-Clustering with Outliers Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

NeurIPS 2023 Linear Time Algorithms for K-Means with Multi-Swap Local Search Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

ICLR 2023 Progressive Voronoi Diagram Subdivision Enables Accurate Data-Free Class-Incremental Learning Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu

IJCAI 2022 FLS: A New Local Search Algorithm for K-Means with Smaller Search Space Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang

ICLR 2022 Few-Shot Learning via Dirichlet Tessellation Ensemble Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu

UAI 2021 Improving Uncertainty Calibration of Deep Neural Networks via Truth Discovery and Geometric Optimization Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu