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Daoyu Wang — most-cited papers & profile · Time Series
← authors
·
overview
Daoyu Wang
15
papers ·
16
citations ·
2
h-index
University of Science and Technology of China · Center for Excellence in Brain Science and Intelligence Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
From Values to Tokens: An LLM-Driven Framework for Context-aware Time Series Forecasting via Symbolic Discretization
2025 · 14 citations
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation
2024 · 2 citations
CoGenCast: A Coupled Autoregressive-Flow Generative Framework for Time Series Forecasting
2026
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs
2025
Can Slow-thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting
2025
Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting
2024
Top co-authors
Mingyue Cheng
· 6
Qi Liu
· 4
Enhong Chen
· 2
Jiahao Wang
· 2
Changqing Zhang
· 1
Jintao Zhang
· 1
Shilong Zhang
· 1
Tingyue Pan
· 1
Yucong Luo
· 1
Topics
Foundation Models
Probabilistic
Transformer Forecasters
Domain — Finance
Linear & Patch Models
Domain — Energy/Weather
Domain — Healthcare