Shen Nie
7 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (3)
ICML (2)
ACL (1)
CVPR (1)
Top co-authors
Keywords
diffusion model
(2)
text-to-image generation
(2)
text generation
(1)
preference optimization
(1)
multi-modal learning
(1)
variance reduction
(1)
latent diffusion
(1)
class-conditional generation
(1)
skip connection
(1)
joint distribution
(1)
antithetic sampling
(1)
unified generation
(1)
multi-modal generation
(1)
score estimator
(1)
vision transformer
(1)
masked diffusion language model
(1)
image generation
(1)
Papers
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
ACL 2026
Scaling up Masked Diffusion Models on Text
ICLR 2025
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
ICLR 2025
Unifying Bayesian Flow Networks and Diffusion Models through Stochastic Differential Equations
ICML 2024
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
ICLR 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