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Hengyu Fu
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Diffusion Model
Gaussian Processes
Temporal Dependencies
False Positives
Top Venues
CoRR
NeurIPS
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Publications
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Hengyu Fu
,
Zehao Dou
,
Jiawei Guo
,
Mengdi Wang
,
Minshuo Chen
Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data.
CoRR
(2024)
Hengyu Fu
,
Zhuoran Yang
,
Mengdi Wang
,
Minshuo Chen
Unveil Conditional Diffusion Models with Classifier-free Guidance: A Sharp Statistical Theory.
CoRR
(2024)
Hengyu Fu
,
Tianyu Guo
,
Yu Bai
,
Song Mei
What can a Single Attention Layer Learn? A Study Through the Random Features Lens.
CoRR
(2023)
Hengyu Fu
,
Tianyu Guo
,
Yu Bai
,
Song Mei
What can a Single Attention Layer Learn? A Study Through the Random Features Lens.
NeurIPS
(2023)