Junyu Huang

Venues

Frequent coauthors

Papers

1. A More Efficient Reduction from Outlier-Aware to Outlier-Free k-Median
   AAAI 2026 ·

   Zhen Zhang

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2. Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search
   AAAI 2026 ·

   Beirong Cui

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3. Robust LLM-based Multi-Agent System with Action Negotiation and Sharing Redundancy Enhancement
   SIGKDD 2026 ·

   Xujia Li

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4. A Single-Swap Local Search Algorithm for k-Means of Lines
   NeurIPS 2025 ·

   Ting Liang

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5. Fast Local Search Algorithms for Clustering with Adaptive Sampling and Bandit Strategies
   NeurIPS 2025 · Junyu Huang
6. Fully-Scalable Massively Parallel Algorithm for k-center with Outliers
   AAAI 2025 ·

   Di Wu

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7. New Algorithms for the Learning-Augmented k-means Problem
   ICLR 2025 · Junyu Huang
8. Parameterized Approximation Algorithm for Doubly Constrained Fair Clustering
   IJCAI 2025 ·

   Xiaoliang Wu

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9. Near-Linear Time Approximation Algorithms for k-means with Outliers
   ICML 2024 · Junyu Huang
10. Parameterized Approximation Schemes for Fair-Range Clustering
    NeurIPS 2024 ·

    Zhen Zhang

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11. SEC: More Accurate Clustering Algorithm via Structural Entropy
    AAAI 2024 · Junyu Huang