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Shuyin Xia

13 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×4ICDE ×4IJCAI ×3ICML ×1PPSN ×1

Frequent coauthors

Guoyin Wang
×8
Sen Zhao
×3
Lifeng Shen
×2
Jiang Xie
×2
Xinbo Gao
×2
Liang Peng
×1
Ruiwen Liu
×1
Yi Liu
×1
De-Gang Chen
×1
Peng Wang
×1
Qin Xie
×1
Qinghua Zhang
×1

Papers

  1. Finding Time Series Anomalies Using Granular-Ball Vector Data Description
    AAAI 2026 ·
    Lifeng Shen
    ,
    Liang Peng
    ,
    Ruiwen Liu
    , Shuyin Xia,
    Yi Liu
  2. Granular Ball Enhanced Multimodal Ant Colony Optimization for the Multi-Solution Traveling Salesman Problem
    PPSN 2026 ·
    De-Gang Chen
    ,
    Peng Wang
    , Shuyin Xia
  3. Approximate Borderline Sampling Using Granular-Ball for Classification Tasks
    ICDE 2025 ·
    Qin Xie
    ,
    Qinghua Zhang
    , Shuyin Xia
  4. Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing
    IJCAI 2025 · Shuyin Xia,
    Xiaojiang Tian
    ,
    Suzhen Yuan
    ,
    Jeremiah D. Deng
  5. GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing
    IJCAI 2025 · Shuyin Xia,
    Guan Wang
    ,
    Gaojie Xu
    ,
    Sen Zhao
    ,
    Guoyin Wang
  6. Granular-Ball-Induced Multiple Kernel K-Means
    IJCAI 2025 · Shuyin Xia,
    Yifan Wang
    ,
    Lifeng Shen
    ,
    Guo-Yin Wang
  7. Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training
    AAAI 2025 · Shuyin Xia,
    Xinjun Ma
    ,
    Zhiyuan Liu
    ,
    Cheng Liu
    ,
    Sen Zhao
    ,
    Guoyin Wang
  8. Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary
    AAAI 2025 ·
    Yanhua Li
    ,
    Xiaocao Ouyang
    ,
    Chaofan Pan
    ,
    Jie Zhang
    ,
    Sen Zhao
    , Shuyin Xia,
    Xin Yang
    ,
    Guo-Yin Wang
    ,
    Tianrui Li
  9. Pseudo-label-Based Unsupervised Granular-Ball Division and Fast Spectral Clustering for High-Dimensional Data
    ICDE 2025 ·
    Dongdong Cheng
    ,
    Xiaocui Jiang
    , Shuyin Xia,
    Guoyin Wang
  10. An Efficient Fuzzy Stream Clustering Method Based on Granular-Ball Structure
    ICDE 2024 ·
    Jiang Xie
    ,
    Minggao Dai
    , Shuyin Xia,
    Jinajinz Zhang
    ,
    Guoyin Wang
    ,
    Xinbo Gao
  11. Multi-Granularity Causal Structure Learning
    AAAI 2024 ·
    Jiaxuan Liang
    ,
    Jun Wang
    ,
    Guoxian Yu
    , Shuyin Xia,
    Guoyin Wang
  12. Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
    ICML 2024 ·
    Jiashun Liu
    ,
    Jianye Hao
    ,
    Yi Ma
    , Shuyin Xia
  13. W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure
    ICDE 2024 ·
    Jiang Xie
    ,
    Chunfeng Hua
    , Shuyin Xia,
    Yuxin Cheng
    ,
    Guoyin Wang
    ,
    Xinbo Gao