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Emadeldeen Eldele

6 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

ICML ×3AAAI ×2NeurIPS ×1

Frequent coauthors

Min Wu
×4
Zhen Liu
×2
Boyuan Li
×2
Qianli Ma
×2
Xiaoli Li
×2
Yanru Sun
×2
Zongxia Xie
×2
Dongyue Chen
×2
Qinghua Hu
×2
Yucheng Wang
×1
Junhao Zheng
×1
Jiaxuan Zhang
×1

Papers

  1. A Unified Shape-Aware Foundation Model for Time Series Classification
    AAAI 2026 ·
    Zhen Liu
    ,
    Yucheng Wang
    ,
    Boyuan Li
    ,
    Junhao Zheng
    , Emadeldeen Eldele,
    Min Wu
    ,
    Qianli Ma
  2. Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation
    ICML 2025 ·
    Jiaxuan Zhang
    , Emadeldeen Eldele,
    Fuyuan Cao
    ,
    Yang Wang
    ,
    Xiaoli Li
    ,
    Jiye Liang
  3. Hierarchical Classification Auxiliary Network for Time Series Forecasting
    AAAI 2025 ·
    Yanru Sun
    ,
    Zongxia Xie
    ,
    Dongyue Chen
    , Emadeldeen Eldele,
    Qinghua Hu
  4. Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
    NeurIPS 2025 ·
    Yanru Sun
    ,
    Zongxia Xie
    , Emadeldeen Eldele,
    Dongyue Chen
    ,
    Qinghua Hu
    ,
    Min Wu
  5. Learning Soft Sparse Shapes for Efficient Time-Series Classification
    ICML 2025 ·
    Zhen Liu
    ,
    Yicheng Luo
    ,
    Boyuan Li
    , Emadeldeen Eldele,
    Min Wu
    ,
    Qianli Ma
  6. TSLANet: Rethinking Transformers for Time Series Representation Learning
    ICML 2024 · Emadeldeen Eldele,
    Mohamed Ragab
    ,
    Zhenghua Chen
    ,
    Min Wu
    ,
    Xiaoli Li