Junyu Huang

According to our database, Junyu Huang authored at least 24 papers between 2020 and 2026.

Collaborative distances:

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

2026

Learning-augmented approximation algorithms for group fair k-center clustering.

Xiaoliang Wu, Ting Liang, Junyu Huang, Qilong Feng

Frontiers Comput. Sci., October, 2026

Efficient coreset construction algorithm for fair k-median of lines.

Ting Liang, Xiaoliang Wu, Junyu Huang, Qilong Feng

Theor. Comput. Sci., 2026

Robust LLM-based Multi-Agent System with Action Negotiation and Sharing Redundancy Enhancement.

Xujia Li, Beirong Cui, Junyu Huang, Lei Chen

Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1, 2026

A More Efficient Reduction from Outlier-Aware to Outlier-Free k-Median.

Zhen Zhang, Han Peng, Limei Liu, Junyu Huang, Xiaolong Li, Qilong Feng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search.

Beirong Cui, Qilong Feng, Junyu Huang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DREAM: Dynamic Red-teaming across Environments for AI Models.

Liming Lu, Xiang Gu, Junyu Huang, Jiawei Du, Yunhuai Liu, Yongbin Zhou, Shuchao Pang

CoRR, December, 2025

CRE-YOLO: Efficient Jaboticaba Tree Detection on UAV Platforms.

Junyu Huang, Renbo Luo, Yuna Tan, Zhuowen Wu

IEEE Access, 2025

Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering.

Xiaoliang Wu, Qilong Feng, Junyu Huang, Jianxin Wang

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

New Algorithms for the Learning-Augmented k-means Problem.

Junyu Huang, Qilong Feng, Ziyun Huang, Zhen Zhang, Jinhui Xu, Jianxin Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Coresets for k-Median of Lines with Group Fairness Constraints.

Ting Liang, Xiaoliang Wu, Junyu Huang, Qilong Feng

Proceedings of the Computing and Combinatorics, 2025

Fully-Scalable Massively Parallel Algorithm for k-center with Outliers.

Di Wu, Qilong Feng, Junyu Huang, Jinhui Xu, Ziyun Huang, Jianxin Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Parameterized Approximation Schemes for Fair-Range Clustering.

Zhen Zhang, Xiaohong Chen, Limei Liu, Jie Chen, Junyu Huang, Qilong Feng

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 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