PPaperPicks

Emadeldeen Eldele

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

DBLP profile ↗ORCID search ↗

Venues

ICML ×3AAAI ×2NeurIPS ×1

Frequent coauthors

Zhen Liu
DBLP profile ↗ORCID search ↗
×2
Yanru Sun
DBLP profile ↗ORCID search ↗
×2
Jiaxuan Zhang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. A Unified Shape-Aware Foundation Model for Time Series Classification
    AAAI 2026 ·
    Zhen Liu
    DBLP profile ↗ORCID search ↗
  2. Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation
    ICML 2025 ·
    Jiaxuan Zhang
    DBLP profile ↗ORCID search ↗
  3. Hierarchical Classification Auxiliary Network for Time Series Forecasting
    AAAI 2025 ·
    Yanru Sun
    DBLP profile ↗ORCID search ↗
  4. Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
    NeurIPS 2025 ·
    Yanru Sun
    DBLP profile ↗ORCID search ↗
  5. Learning Soft Sparse Shapes for Efficient Time-Series Classification
    ICML 2025 ·
    Zhen Liu
    DBLP profile ↗ORCID search ↗
  6. TSLANet: Rethinking Transformers for Time Series Representation Learning
    ICML 2024 · Emadeldeen Eldele