Jiaxiang Dong
4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(5)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
time series forecasting
(2)
manifold learning
(1)
self-supervised learning
(1)
attention mechanism
(1)
parameter-efficient transfer learning
(1)
time series classification
(1)
time series
(1)
multivariate time series
(1)
diffusion model
(1)
self-supervised pre-training
(1)
exogenous variable
(1)
masked modeling
(1)
endogenous variable
(1)
representation learning
(1)
chain of forgetting
(1)
Papers
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
NIPS 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting
NIPS 2024
TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling
ICML 2024
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling
NIPS 2023