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Jinhui Xu

14 papers at tracked venues · 12 at CORE A* · active 2024–2025

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Venues

NeurIPS ×4AAAI ×3ICLR ×3ICML ×2AAMAS ×1UAI ×1

Frequent coauthors

Ziyun Huang
×7
Jianxin Wang
×7
Meng Ding
×7
Qilong Feng
×6
Di Wang
×6
Junyu Huang
×4
Mingxi Lei
×4
Liyang Zhu
×3
Shaowei Wang
×2
Di Wu
×1
Kai Zheng
×1
Ruijia Zhang
×1

Papers

  1. Fully-Scalable Massively Parallel Algorithm for k-center with Outliers
    AAAI 2025 ·
    Di Wu
    ,
    Qilong Feng
    ,
    Junyu Huang
    , Jinhui Xu,
    Ziyun Huang
    ,
    Jianxin Wang
  2. Graph-Theoretic Insights into Bayesian Personalized Ranking for Recommendation
    NeurIPS 2025 ·
    Kai Zheng
    ,
    Jianxin Wang
    , Jinhui Xu
  3. Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization
    AAAI 2025 ·
    Ruijia Zhang
    ,
    Mingxi Lei
    ,
    Meng Ding
    ,
    Zihang Xiang
    , Jinhui Xu,
    Di Wang
  4. Nearly Optimal Differentially Private ReLU Regression
    UAI 2025 ·
    Meng Ding
    ,
    Mingxi Lei
    ,
    Shaowei Wang
    ,
    Tianhang Zheng
    ,
    Di Wang
    , Jinhui Xu
  5. New Algorithms for the Learning-Augmented k-means Problem
    ICLR 2025 ·
    Junyu Huang
    ,
    Qilong Feng
    ,
    Ziyun Huang
    ,
    Zhen Zhang
    , Jinhui Xu,
    Jianxin Wang
  6. TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
    ICLR 2025 ·
    Mingxi Lei
    ,
    Chunwei Ma
    ,
    Meng Ding
    ,
    Yufan Zhou
    ,
    Ziyun Huang
    , Jinhui Xu
  7. Improved Analysis of Sparse Linear Regression in Local Differential Privacy Model
    ICLR 2024 ·
    Liyang Zhu
    ,
    Meng Ding
    ,
    Vaneet Aggarwal
    , Jinhui Xu,
    Di Wang
  8. Linear Time Approximation Algorithm for Column Subset Selection with Local Search
    NeurIPS 2024 ·
    Yuanbin Zou
    ,
    Ziyun Huang
    , Jinhui Xu,
    Jianxin Wang
    ,
    Qilong Feng
  9. Near-Linear Time Approximation Algorithms for k-means with Outliers
    ICML 2024 ·
    Junyu Huang
    ,
    Qilong Feng
    ,
    Ziyun Huang
    , Jinhui Xu,
    Jianxin Wang
  10. 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
  11. Revisiting Differentially Private ReLU Regression
    NeurIPS 2024 ·
    Meng Ding
    ,
    Mingxi Lei
    ,
    Liyang Zhu
    ,
    Shaowei Wang
    ,
    Di Wang
    , Jinhui Xu
  12. SEC: More Accurate Clustering Algorithm via Structural Entropy
    AAAI 2024 ·
    Junyu Huang
    ,
    Qilong Feng
    ,
    Jiahui Wang
    ,
    Ziyun Huang
    , Jinhui Xu,
    Jianxin Wang
  13. Truthful High Dimensional Sparse Linear Regression
    NeurIPS 2024 ·
    Liyang Zhu
    ,
    Amina Manseur
    ,
    Meng Ding
    ,
    Jinyan Liu
    , Jinhui Xu,
    Di Wang
  14. Understanding Forgetting in Continual Learning with Linear Regression
    ICML 2024 ·
    Meng Ding
    ,
    Kaiyi Ji
    ,
    Di Wang
    , Jinhui Xu