PPaperPicks

Qilong Feng

14 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×5NeurIPS ×4ICML ×2AAMAS ×1ICLR ×1IJCAI ×1

Frequent coauthors

Junyu Huang
×10
Jianxin Wang
×9
Jinhui Xu
×6
Ziyun Huang
×6
Zhen Zhang
×5
Limei Liu
×3
Xiaoliang Wu
×3
Beirong Cui
×2
Han Peng
×1
Xiaolong Li
×1
Ting Liang
×1
Di Wu
×1

Papers

  1. A More Efficient Reduction from Outlier-Aware to Outlier-Free k-Median
    AAAI 2026 ·
    Zhen Zhang
    ,
    Han Peng
    ,
    Limei Liu
    ,
    Junyu Huang
    ,
    Xiaolong Li
    , Qilong Feng
  2. Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search
    AAAI 2026 ·
    Beirong Cui
    , Qilong Feng,
    Junyu Huang
  3. A Single-Swap Local Search Algorithm for k-Means of Lines
    NeurIPS 2025 ·
    Ting Liang
    ,
    Xiaoliang Wu
    ,
    Junyu Huang
    ,
    Jianxin Wang
    , Qilong Feng
  4. Fast Local Search Algorithms for Clustering with Adaptive Sampling and Bandit Strategies
    NeurIPS 2025 ·
    Junyu Huang
    ,
    Zhen Zhang
    ,
    Beirong Cui
    ,
    Jianxin Wang
    , Qilong Feng
  5. Fully-Scalable Massively Parallel Algorithm for k-center with Outliers
    AAAI 2025 ·
    Di Wu
    , Qilong Feng,
    Junyu Huang
    ,
    Jinhui Xu
    ,
    Ziyun Huang
    ,
    Jianxin Wang
  6. New Algorithms for the Learning-Augmented k-means Problem
    ICLR 2025 ·
    Junyu Huang
    , Qilong Feng,
    Ziyun Huang
    ,
    Zhen Zhang
    ,
    Jinhui Xu
    ,
    Jianxin Wang
  7. Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering
    IJCAI 2025 ·
    Xiaoliang Wu
    , Qilong Feng,
    Junyu Huang
    ,
    Jianxin Wang
  8. RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
    ICML 2025 ·
    Guanzheng Chen
    , Qilong Feng,
    Jinjie Ni
    ,
    Xin Li
    ,
    Michael Qizhe Shieh
  9. Linear Time Approximation Algorithm for Column Subset Selection with Local Search
    NeurIPS 2024 ·
    Yuanbin Zou
    ,
    Ziyun Huang
    ,
    Jinhui Xu
    ,
    Jianxin Wang
    , Qilong Feng
  10. Near-Linear Time Approximation Algorithms for k-means with Outliers
    ICML 2024 ·
    Junyu Huang
    , Qilong Feng,
    Ziyun Huang
    ,
    Jinhui Xu
    ,
    Jianxin Wang
  11. New Algorithms for Distributed Fair k-Center Clustering: Almost Accurate as Sequential Algorithms
    AAMAS 2024 ·
    Xiaoliang Wu
    , Qilong Feng,
    Ziyun Huang
    ,
    Jinhui Xu
    ,
    Jianxin Wang
  12. Parameterized Approximation Schemes for Fair-Range Clustering
    NeurIPS 2024 ·
    Zhen Zhang
    ,
    Xiaohong Chen
    ,
    Limei Liu
    ,
    Jie Chen
    ,
    Junyu Huang
    , Qilong Feng
  13. SEC: More Accurate Clustering Algorithm via Structural Entropy
    AAAI 2024 ·
    Junyu Huang
    , Qilong Feng,
    Jiahui Wang
    ,
    Ziyun Huang
    ,
    Jinhui Xu
    ,
    Jianxin Wang
  14. Towards a Theoretical Understanding of Why Local Search Works for Clustering with Fair-Center Representation
    AAAI 2024 ·
    Zhen Zhang
    ,
    Junfeng Yang
    ,
    Limei Liu
    ,
    Xuesong Xu
    ,
    Guozhen Rong
    , Qilong Feng