Yinuo Ren
6 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(8)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AISTATS (2)
AAAI (1)
ICLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
langevin dynamics
(1)
loss landscape
(1)
nonparametric estimation
(1)
learning rate decay
(1)
pareto optimality
(1)
multi-objective optimization
(1)
diffusion model
(1)
stochastic differential equation
(1)
molecular dynamics
(1)
training dynamics
(1)
sampling acceleration
(1)
parallel sampling
(1)
minimax optimal rate
(1)
particle method
(1)
wasserstein gradient flow
(1)
interacting particle system
(1)
neural network estimator
(1)
minimum norm solution
(1)
diffusion tensor estimation
(1)
nonparametric function estimation
(1)
Papers
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
ICLR 2025
COS-DPO: Conditioned One-Shot Multi-Objective Fine-Tuning Framework
UAI 2025
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
NIPS 2024
Statistical Spatially Inhomogeneous Diffusion Inference
AAAI 2024
Multi-objective Optimization via Wasserstein-Fisher-Rao Gradient Flow
AISTATS 2024
Understanding the Generalization Benefits of Late Learning Rate Decay
AISTATS 2024