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Jilin Hu — most-cited papers & profile · Time Series
← authors
·
overview
Jilin Hu
7
papers ·
2
citations ·
2
h-index
Hunan University of Humanities, Science and Technology
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
TSFM-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series Forecasting
2024 · 2 citations
Bridging Time and Frequency: A Joint Modeling Framework for Irregular Multivariate Time Series Forecasting
2026
SEER: Transformer-based Robust Time Series Forecasting via Automated Patch Enhancement and Replacement
2026
MEMTS: Internalizing Domain Knowledge via Parameterized Memory for Retrieval-Free Domain Adaptation of Time Series Foundation Models
2026
TimeART: Towards Agentic Time Series Reasoning via Tool-Augmentation
2026
$K^2$VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting
2025
SSD-TS: Exploring the Potential of Linear State Space Models for Diffusion Models in Time Series Imputation
2024
Top co-authors
Xiangfei Qiu
· 7
Chenjuan Guo
· 3
Xingjian Wu
· 3
Bin Yang
· 2
Hongfan Gao
· 2
Xvyuan Liu
· 2
Aoying Zhou
· 1
Bin Yang
· 1
Bin Yang
· 1
Bin Yang
· 1
Christian S. Jensen
· 1
Christian S. Jensen
· 1
Topics
cs.LG
Foundation Models
Domain — Finance
Domain — Energy/Weather
Linear & Patch Models
Probabilistic
Transformer Forecasters