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Emadeldeen Eldele — most-cited papers & profile · Time Series
← authors
·
overview
Emadeldeen Eldele
10
papers ·
578
citations ·
14
h-index
Agency for Science, Technology and Research · Khalifa University of Science and Technology · Institute for Infocomm Research
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Most-cited papers
Time-Series Representation Learning via Temporal and Contextual Contrasting
2021 · 560 citations
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data
2023 · 17 citations
Contrastive Domain Adaptation for Time-Series via Temporal Mixup
2022 · 1 citations
InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs
2026
Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment
2025
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
2024
Hierarchical Classification Auxiliary Network for Time Series Forecasting
2024
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation
2024
Top co-authors
Min Wu
· 6
Mohamed Ragab
· 4
Qinghua Hu
· 3
Xiaoli Li
· 3
Yanru Sun
· 3
Zhenghua Chen
· 3
Zongxia Xie
· 3
Chee Keong Kwoh
· 2
Chuan-Sheng Foo
· 2
Dongyue Chen
· 2
Peiliang Gong
· 2
and Xiaoli Li
· 1
Topics
Foundation Models
Transformer Forecasters
Domain — Finance
Domain — Energy/Weather
Domain — Healthcare
Anomaly Detection
cs.LG
Linear & Patch Models
Probabilistic