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Xiren Zhou

13 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×5IJCAI ×4ICML ×2InterSpeech ×1NeurIPS ×1

Frequent coauthors

Huanhuan Chen
×13
Xiangyu Wang
×6
Shikang Liu
×6
Ao Chen
×4
Lyuzhou Chen
×3
Derui Lyu
×3
Taiyu Ban
×3
Yanze Gao
×2
Chuyang Wei
×2
Ziyu Tang
×2
Xin Wang
×2
Liangwei Chen
×2

Papers

  1. Counterfactual-Driven Zero-Shot Classifier Expansion
    AAAI 2026 ·
    Xiangyu Wang
    ,
    Yanze Gao
    ,
    Changxin Rong
    ,
    Lyuzhou Chen
    ,
    Derui Lyu
    , Xiren Zhou,
    Taiyu Ban
    ,
    Huanhuan Chen
  2. Fault Diagnosis of Irregular Sequences by Adjoint Learning in Continuous-Time Model Space
    AAAI 2026 · Xiren Zhou,
    Chuyang Wei
    ,
    Ao Chen
    ,
    Shikang Liu
    ,
    Xiangyu Wang
    ,
    Huanhuan Chen
  3. SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification
    AAAI 2026 ·
    Shikang Liu
    ,
    Ziyu Tang
    , Xiren Zhou,
    Huanhuan Chen
  4. Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space
    AAAI 2025 ·
    Ao Chen
    , Xiren Zhou,
    Huanhuan Chen
  5. Expanding the Category of Classifiers with LLM Supervision
    IJCAI 2025 ·
    Derui Lyu
    ,
    Xiangyu Wang
    ,
    Taiyu Ban
    ,
    Lyuzhou Chen
    , Xiren Zhou,
    Huanhuan Chen
  6. Fault Diagnosis in REDNet Model Space
    IJCAI 2025 · Xiren Zhou,
    Ziyu Tang
    ,
    Shikang Liu
    ,
    Ao Chen
    ,
    Xiangyu Wang
    ,
    Huanhuan Chen
  7. Pattern-Guided Adaptive Prior for Structure Learning
    NeurIPS 2025 ·
    Lyuzhou Chen
    ,
    Yijia Sun
    ,
    Yanze Gao
    ,
    Xiangyu Wang
    ,
    Derui Lyu
    ,
    Taiyu Ban
    ,
    Xin Wang
    , Xiren Zhou,
    Huanhuan Chen
  8. Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification
    ICML 2025 ·
    Shikang Liu
    ,
    Chuyang Wei
    , Xiren Zhou,
    Huanhuan Chen
  9. Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space
    IJCAI 2025 · Xiren Zhou,
    Shikang Liu
    ,
    Xinyu Yan
    ,
    Xiangyu Wang
    ,
    Huanhuan Chen
  10. Variational Counterfactual Intervention Planning to Achieve Target Outcomes
    ICML 2025 ·
    Xin Wang
    ,
    Shengfei Lyu
    ,
    Chi Luo
    , Xiren Zhou,
    Huanhuan Chen
  11. Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification
    AAAI 2024 ·
    Liangwei Chen
    , Xiren Zhou,
    Huanhuan Chen
  12. Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features
    InterSpeech 2024 ·
    Liangwei Chen
    , Xiren Zhou,
    Qiang Tu
    ,
    Huanhuan Chen
  13. Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data
    IJCAI 2024 · Xiren Zhou,
    Shikang Liu
    ,
    Ao Chen
    ,
    Huanhuan Chen