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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