Daoyu Wang
3 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
logical reasoning
(1)
self-supervised learning
(1)
denoising
(1)
transformer
(1)
diffusion process
(1)
time series forecasting
(1)
diffusion model
(1)
probabilistic forecasting
(1)
backward reasoning
(1)
large language model
(1)
polynomial modeling
(1)
trend decomposition
(1)
seasonal decomposition
(1)
hypothesis-driven reasoning
(1)
symbolic translation
(1)
autoregressive
(1)
patch-based embedding
(1)
Papers
From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation
AAAI 2026
Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting
IJCAI 2025
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation
ICML 2025