Shutong Ding
4 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Robotics
(1)
Applications · Reinforcement Learning
(1)
Applications · Robotics
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Keywords
policy optimization
(2)
continuous control
(2)
diffusion model
(2)
variational inference
(1)
constrained reinforcement learning
(1)
conditional generation
(1)
constrained optimization
(1)
closed-form solution
(1)
online reinforcement learning
(1)
entropy regularization
(1)
neural ordinary differential equation
(1)
deep equilibrium model
(1)
diffusion policy
(1)
multimodal policy
(1)
robotics manipulation
(1)
homotopy continuation
(1)
implicit model
(1)
offline rl
(1)
hard constraint
(1)
reduced gradient
(1)
Papers
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization
NeurIPS 2024
Guidance with Spherical Gaussian Constraint for Conditional Diffusion
ICML 2024
Reduced Policy Optimization for Continuous Control with Hard Constraints
NeurIPS 2023
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation
NeurIPS 2023