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Junyu Huang

11 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

AAAI ×4NeurIPS ×3ICLR ×1ICML ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Qilong Feng
×10
Jianxin Wang
×7
Zhen Zhang
×4
Jinhui Xu
×4
Ziyun Huang
×4
Beirong Cui
×3
Limei Liu
×2
Xiaoliang Wu
×2
Han Peng
×1
Xiaolong Li
×1
Xujia Li
×1
Lei Chen
×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. Robust LLM-based Multi-Agent System with Action Negotiation and Sharing Redundancy Enhancement
    SIGKDD 2026 ·
    Xujia Li
    ,
    Beirong Cui
    , Junyu Huang,
    Lei Chen
  4. A Single-Swap Local Search Algorithm for k-Means of Lines
    NeurIPS 2025 ·
    Ting Liang
    ,
    Xiaoliang Wu
    , Junyu Huang,
    Jianxin Wang
    ,
    Qilong Feng
  5. Fast Local Search Algorithms for Clustering with Adaptive Sampling and Bandit Strategies
    NeurIPS 2025 · Junyu Huang,
    Zhen Zhang
    ,
    Beirong Cui
    ,
    Jianxin Wang
    ,
    Qilong Feng
  6. Fully-Scalable Massively Parallel Algorithm for k-center with Outliers
    AAAI 2025 ·
    Di Wu
    ,
    Qilong Feng
    , Junyu Huang,
    Jinhui Xu
    ,
    Ziyun Huang
    ,
    Jianxin Wang
  7. New Algorithms for the Learning-Augmented k-means Problem
    ICLR 2025 · Junyu Huang,
    Qilong Feng
    ,
    Ziyun Huang
    ,
    Zhen Zhang
    ,
    Jinhui Xu
    ,
    Jianxin Wang
  8. Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering
    IJCAI 2025 ·
    Xiaoliang Wu
    ,
    Qilong Feng
    , Junyu Huang,
    Jianxin Wang
  9. Near-Linear Time Approximation Algorithms for k-means with Outliers
    ICML 2024 · Junyu Huang,
    Qilong Feng
    ,
    Ziyun Huang
    ,
    Jinhui Xu
    ,
    Jianxin Wang
  10. Parameterized Approximation Schemes for Fair-Range Clustering
    NeurIPS 2024 ·
    Zhen Zhang
    ,
    Xiaohong Chen
    ,
    Limei Liu
    ,
    Jie Chen
    , Junyu Huang,
    Qilong Feng
  11. SEC: More Accurate Clustering Algorithm via Structural Entropy
    AAAI 2024 · Junyu Huang,
    Qilong Feng
    ,
    Jiahui Wang
    ,
    Ziyun Huang
    ,
    Jinhui Xu
    ,
    Jianxin Wang