Junyu Huang

According to our database, Junyu Huang authored at least 12 papers between 2020 and 2024.

Collaborative distances:

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

2024

Faster Approximation Schemes for (Constrained) k-Means with Outliers.

Zhen Zhang, Junyu Huang, Qilong Feng

Proceedings of the 49th International Symposium on Mathematical Foundations of Computer Science, 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

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

Improved approximation algorithms for solving the squared metric <i>k</i>-facility location problem.

Zhen Zhang, Qilong Feng, Junyu Huang, Jianxin Wang

Theor. Comput. Sci., 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

2022

An approximation algorithm for lower-bounded k-median with constant factor.

Xiaoliang Wu, Feng Shi, Yutian Guo, Zhen Zhang, Junyu Huang, Jianxin Wang

Sci. China Inf. Sci., 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

2021

Improved approximation for prize-collecting red-blue median.

Zhen Zhang, Yutian Guo, Junyu Huang, Jianxin Wang, Feng Shi

Theor. Comput. Sci., 2021

A local search algorithm for <i>k</i>-means with outliers.

Zhen Zhang, Qilong Feng, Junyu Huang, Yutian Guo, Jinhui Xu, Jianxin Wang

Neurocomputing, 2021

2020

An Improved Approximation Algorithm for the Prize-Collecting Red-Blue Median Problem.

Zhen Zhang, Yutian Guo, Junyu Huang

Proceedings of the Theory and Applications of Models of Computation, 2020

A Constant Factor Approximation for Lower-Bounded <i>k</i>-Median.

Yutian Guo, Junyu Huang, Zhen Zhang

Proceedings of the Theory and Applications of Models of Computation, 2020