PPaperPicks

Shouguo Du

4 papers at tracked venues · 2 at CORE A* · active 2025–2026

Venues

Frequent coauthors

Wen Li
×4
Jiyanglin Li
×3
Wenjun Yu
×2
Wentao Gao
×2
Zhongde An
×1
Jinhong You
×1
Yiming Tang
×1
Heming Du
×1
Niangxi Zhuang
×1
Kailai Li
×1
Jiong Lou
×1
Jiawei Sun
×1

Papers

  1. FreDN: Spectral Disentanglement for Time Series Forecasting via Learnable Frequency Decomposition
    AAAI 2026 ·
    Zhongde An
    ,
    Jinhong You
    ,
    Jiyanglin Li
    ,
    Yiming Tang
    ,
    Wen Li
    ,
    Heming Du
    , Shouguo Du
  2. G-GLformer: Transformer with GRU Embedding and Global-Local Attention for Multivariate Time Series Forecasting
    ECML-PKDD 2025 ·
    Wenjun Yu
    ,
    Jiyanglin Li
    ,
    Wentao Gao
    ,
    Niangxi Zhuang
    ,
    Wen Li
    , Shouguo Du
  3. GD$2$: Robust Graph Learning under Label Noise via Dual-View Prediction Discrepancy
    NeurIPS 2025 ·
    Kailai Li
    ,
    Jiong Lou
    ,
    Jiawei Sun
    ,
    Honghong Zeng
    ,
    Wen Li
    ,
    Chentao Wu
    ,
    Yuan Luo
    ,
    Wei Zhao
    , Shouguo Du,
    Jie Li
  4. PCFNet: Enhancing Time Series Forecasting Through Preserving Constant Frequency
    ECAI 2025 ·
    Wenjun Yu
    ,
    Wen Li
    ,
    Wentao Gao
    ,
    Wangyu Wu
    , Shouguo Du,
    Jiyanglin Li