Shuchen Xue
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Deep Learning
(7)
Models
(7)
Machine Learning
(6)
Computer Vision
(4)
Generation
(3)
Application Areas
(2)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Processing
(1)
Keywords
image generation
(3)
diffusion probabilistic model
(3)
knowledge distillation
(2)
generative model
(2)
diffusion model
(2)
text-to-image generation
(1)
flow matching
(1)
distributionally robust optimization
(1)
stochastic differential equation
(1)
consistency model
(1)
linear attention
(1)
single-index model
(1)
skip connection
(1)
ode solver
(1)
sampling step
(1)
conditional sampling
(1)
consistency distillation
(1)
linear diffusion transformer
(1)
fid score
(1)
fast sampling
(1)
Papers
Improved Diffusion-based Generative Model with Better Adversarial Robustness
ICLR 2025
Learning Single Index Models with Diffusion Priors
ICML 2025
LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
ICCV 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation
ICCV 2025
Accelerating Diffusion Sampling with Optimized Time Steps
CVPR 2024
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling
ICML 2024
SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models
NeurIPS 2023