Shuyin Xia

Venues

Frequent coauthors

Papers

1. Finding Time Series Anomalies Using Granular-Ball Vector Data Description
   AAAI 2026 ·

   Lifeng Shen

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2. Granular Ball Enhanced Multimodal Ant Colony Optimization for the Multi-Solution Traveling Salesman Problem
   PPSN 2026 ·

   De-Gang Chen

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3. Approximate Borderline Sampling Using Granular-Ball for Classification Tasks
   ICDE 2025 ·

   Qin Xie

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4. Efficient Quantum Approximate kNN Algorithm via Granular-Ball Computing
   IJCAI 2025 · Shuyin Xia
5. GBGC: Efficient and Adaptive Graph Coarsening via Granular-ball Computing
   IJCAI 2025 · Shuyin Xia
6. Granular-Ball-Induced Multiple Kernel K-Means
   IJCAI 2025 · Shuyin Xia
7. Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training
   AAAI 2025 · Shuyin Xia
8. Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary
   AAAI 2025 ·

   Yanhua Li

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9. Pseudo-label-Based Unsupervised Granular-Ball Division and Fast Spectral Clustering for High-Dimensional Data
   ICDE 2025 ·

   Dongdong Cheng

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10. An Efficient Fuzzy Stream Clustering Method Based on Granular-Ball Structure
    ICDE 2024 ·

    Jiang Xie

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11. Multi-Granularity Causal Structure Learning
    AAAI 2024 ·

    Jiaxuan Liang

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12. Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
    ICML 2024 ·

    Jiashun Liu

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13. W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure
    ICDE 2024 ·

    Jiang Xie

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