Shen Nie
8 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Research topics
Keywords
diffusion model
(4)
stochastic differential equation
(2)
text-to-image generation
(2)
masked diffusion model
(2)
text generation
(2)
multimodal learning
(1)
image editing
(1)
bidirectional attention
(1)
image-to-image translation
(1)
language understanding
(1)
variance reduction
(1)
score matching
(1)
image inpainting
(1)
autoregressive model
(1)
scaling law
(1)
multimodal large language model
(1)
discrete diffusion
(1)
classifier-free guidance
(1)
visual instruction tuning
(1)
latent diffusion
(1)
Papers
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
ACL 2026
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning
CVPR 2026
Scaling up Masked Diffusion Models on Text
ICLR 2025
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
ICLR 2025
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
ICLR 2024
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations
ICML 2024
All Are Worth Words: A ViT Backbone for Diffusion Models
CVPR 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale
ICML 2023