Hanru Bai
3 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
representation learning
(1)
contrastive learning
(1)
semi-supervised learning
(1)
ordinal regression
(1)
temporal dynamics
(1)
deep regression
(1)
time series
(1)
gaussian distribution
(1)
probabilistic forecasting
(1)
koopman operator
(1)
neural process
(1)
linear dynamics
(1)
ordinal ranking
(1)
spectral seriation
(1)
intrinsic dynamics
(1)
koopman model
(1)
evolving parameters
(1)
ode parameters
(1)
surface dynamics
(1)
Papers
KoNODE: Koopman-Driven Neural Ordinary Differential Equations with Evolving Parameters for Time Series Analysis
ICML 2025
KooNPro: A Variance-Aware Koopman Probabilistic Model Enhanced by Neural Process for Time Series Forecasting
ICLR 2025
Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation
NeurIPS 2023