Eldele, Emadeldeen

6 publications

ICML 2025 Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation Jiaxuan Zhang, Emadeldeen Eldele, Fuyuan Cao, Yang Wang, Xiaoli Li, Jiye Liang

AAAI 2025 Hierarchical Classification Auxiliary Network for Time Series Forecasting Yanru Sun, Zongxia Xie, Dongyue Chen, Emadeldeen Eldele, Qinghua Hu

NeurIPS 2025 Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-Level Distribution Shift Yanru Sun, Zongxia Xie, Emadeldeen Eldele, Dongyue Chen, Qinghua Hu, Min Wu

ICML 2025 Learning Soft Sparse Shapes for Efficient Time-Series Classification Zhen Liu, Yicheng Luo, Boyuan Li, Emadeldeen Eldele, Min Wu, Qianli Ma

ICML 2024 TSLANet: Rethinking Transformers for Time Series Representation Learning Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Xiaoli Li

IJCAI 2021 Time-Series Representation Learning via Temporal and Contextual Contrasting Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan