Huang, Junyu

11 publications

NeurIPS 2025 A Single-Swap Local Search Algorithm for K-Means of Lines Ting Liang, Xiaoliang Wu, Junyu Huang, Jianxin Wang, Qilong Feng
NeurIPS 2025 Fast Local Search Algorithms for Clustering with Adaptive Sampling and Bandit Strategies Junyu Huang, Zhen Zhang, Beirong Cui, Jianxin Wang, Qilong Feng
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
IJCAI 2025 Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering Xiaoliang Wu, Qilong Feng, Junyu Huang, Jianxin Wang
ICML 2024 Near-Linear Time Approximation Algorithms for K-Means with Outliers Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang
NeurIPS 2024 Parameterized Approximation Schemes for Fair-Range Clustering Zhen Zhang, Xiaohong Chen, Limei Liu, Jie Chen, Junyu Huang, Qilong Feng
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
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