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Junchi Yan — most-cited papers & profile · Time Series
← authors
·
overview
Junchi Yan
43
papers ·
616
citations ·
63
h-index
Shanghai University · Shanghai Jiao Tong University · Shanghai Innovative Research Center of Traditional Chinese Medicine · Huawei Technologies (Sweden) · Artificial Intelligence in Medicine (Canada)
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Most-cited papers
Modeling The Intensity Function Of Point Process Via Recurrent Neural Networks
2017 · 204 citations
Transformers in Time Series: A Survey
2022 · 68 citations
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks
2017 · 27 citations
Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder
2021 · 16 citations
Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting
2021 · 15 citations
Learning Interpretable Deep State Space Model for Probabilistic Time Series Forecasting
2021 · 7 citations
CEP3: Community Event Prediction with Neural Point Process on Graph
2022
Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach
2023
Top co-authors
Longyuan Li
· 3
Xiaokang Yang
· 3
and Yaohui Jin
· 2
Hongyuan Zha
· 2
and Guangjian Tian
· 1
Chaoli Zhang
· 1
Haiyang Wang
· 1
Jihai Zhang
· 1
Jinguo Cheng
· 1
Ke Li
· 1
Le Song
· 1
Liang Sun
· 1
Topics
Probabilistic
Domain — Finance
Anomaly Detection
Transformer Forecasters
cs.NE
math.DS
Domain — Healthcare
cs.LG
cs.NI
Linear & Patch Models