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Dongjin Song — most-cited papers & profile · Time Series
← authors
·
overview
Dongjin Song
9
papers ·
151
citations ·
26
h-index
University of Connecticut
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Multi-modal Time Series Analysis: A Tutorial and Survey
2025 · 54 citations
From Dense to Sparse: Event Response for Enhanced Residential Load Forecasting
2025 · 3 citations
SVTime: Small Time Series Forecasting Models Informed by "Physics" of Large Vision Model Forecasters
2025 · 1 citations
TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series
2020
Deep Federated Anomaly Detection for Multivariate Time Series Data
2022
Rank Supervised Contrastive Learning for Time Series Classification
2024
Foundation Models for Time Series Analysis: A Tutorial and Survey
2024
Top co-authors
Dongsheng Luo
· 2
Haifeng Chen
· 2
Jingchao Ni
· 2
Qingsong Wen
· 2
Yushan Jiang
· 2
and Ce Zhu
· 1
Anderson Schneider
· 1
Bo Zong
· 1
ChengAo Shen
· 1
Cristian Lumezanu
· 1
Dapeng Oliver Wu
· 1
Hanghang Tong
· 1
Topics
cs.LG
Transformer Forecasters
Foundation Models
Linear & Patch Models
cs.AI
stat.ML