Feng, Qilong

14 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 2025 RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding Guanzheng Chen, Qilong Feng, Jinjie Ni, Xin Li, Michael Qizhe Shieh

NeurIPS 2024 Linear Time Approximation Algorithm for Column Subset Selection with Local Search Yuanbin Zou, Ziyun Huang, Jinhui Xu, Jianxin Wang, Qilong Feng

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

AAAI 2024 Towards a Theoretical Understanding of Why Local Search Works for Clustering with Fair-Center Representation Zhen Zhang, Junfeng Yang, Limei Liu, Xuesong Xu, Guozhen Rong, Qilong Feng

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