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Jiang Bian — most-cited papers & profile · Time Series
← authors
·
overview
Jiang Bian
20
papers ·
205
citations ·
56
h-index
Indiana University Health · Regenstrief Institute · Indiana University School of Medicine · Indiana University – Purdue University Indianapolis · Indiana University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures
2022 · 88 citations
TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts
2025 · 2 citations
Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting
2022 · 1 citations
MIRA: Medical Time Series Foundation Model for Real-World Health Data
2025
Are Time-Series Foundation Models Deployment-Ready? A Systematic Study of Adversarial Robustness Across Domains
2025
AA-Forecast: Anomaly-Aware Forecast for Extreme Events
2022
MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process
2024
Top co-authors
Chang Xu
· 3
Shun Zheng
· 2
Yueying Wu
· 2
Yu-Hao Huang
· 2
Arthur Huang
· 1
Ashkan Farhangi
· 1
Bowen Deng
· 1
Hao Li
· 1
Haoyi Xiong
· 1
Jia Li
· 1
Jian Li
· 1
Jiawen Zhang
· 1
Topics
Probabilistic
Foundation Models
Domain — Energy/Weather
cs.LG
cs.AI
Domain — Healthcare
Transformer Forecasters
Anomaly Detection