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Longbing Cao — most-cited papers & profile · Time Series
← authors
·
overview
Longbing Cao
20
papers ·
478
citations ·
61
h-index
Macquarie University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
2023 · 93 citations
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
2023 · 60 citations
Copula Variational LSTM for High-dimensional Cross-market Multivariate Dependence Modeling
2023 · 19 citations
Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based Perspective
2023 · 17 citations
Weakly Augmented Variational Autoencoder in Time Series Anomaly Detection
2024 · 2 citations
Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift
2024
Top co-authors
Kun Yi
· 4
Shoujin Wang
· 3
Zhendong Niu
· 3
Hui He
· 2
Liang Hu
· 2
Ning An
· 2
Pengyang Wang
· 2
Qi Zhang
· 2
Defu Lian
· 1
Hui Chen
· 1
Hui He
· 1
Hui He
· 1
Topics
Probabilistic
Domain — Finance
Foundation Models
Domain — Healthcare
Linear & Patch Models
stat.ML
Transformer Forecasters
Anomaly Detection