| 2026 | AAAI | Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search. | Beirong Cui, Qilong Feng, Junyu Huang |
| 2026 | AAAI | A More Efficient Reduction from Outlier-Aware to Outlier-Free k-Median. | Zhen Zhang, Han Peng, Limei Liu, Junyu Huang, Xiaolong Li, Qilong Feng |
| 2026 | KDD | Robust LLM-based Multi-Agent System with Action Negotiation and Sharing Redundancy Enhancement. | Xujia Li, Beirong Cui, Junyu Huang, Lei Chen |
| 2025 | AAAI | Fully-Scalable Massively Parallel Algorithm for k-center with Outliers. | Di Wu, Qilong Feng, Junyu Huang, Jinhui Xu, Ziyun Huang, Jianxin Wang |
| 2025 | COCOON | Coresets for k-Median of Lines with Group Fairness Constraints. | Ting Liang, Xiaoliang Wu, Junyu Huang, Qilong Feng |
| 2025 | ICLR | New Algorithms for the Learning-Augmented k-means Problem. | Junyu Huang, Qilong Feng, Ziyun Huang, Zhen Zhang, Jinhui Xu, Jianxin Wang |
| 2025 | IJCAI | Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering. | Xiaoliang Wu, Qilong Feng, Junyu Huang, Jianxin Wang |
| 2024 | AAAI | SEC: More Accurate Clustering Algorithm via Structural Entropy. | Junyu Huang, Qilong Feng, Jiahui Wang, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2024 | ICML | Near-Linear Time Approximation Algorithms for k-means with Outliers. | Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2024 | MFCS | Faster Approximation Schemes for (Constrained) k-Means with Outliers. | Zhen Zhang, Junyu Huang, Qilong Feng |
| 2023 | ICML | Fast Algorithms for Distributed k-Clustering with Outliers. | Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2022 | IJCAI | FLS: A New Local Search Algorithm for K-means with Smaller Search Space. | Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2020 | TAMC | A Constant Factor Approximation for Lower-Bounded | Yutian Guo, Junyu Huang, Zhen Zhang |
| 2020 | TAMC | An Improved Approximation Algorithm for the Prize-Collecting Red-Blue Median Problem. | Zhen Zhang, Yutian Guo, Junyu Huang |