Wenhao Mu
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types
(2)
Models
(2)
Optimization
(2)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
langevin dynamics
(1)
black-box optimization
(1)
variational inference
(1)
graph classification
(1)
uncertainty quantification
(1)
attention mechanism
(1)
constrained optimization
(1)
importance sampling
(1)
optimal control
(1)
bellman equation
(1)
value function
(1)
distribution-free learning
(1)
generative model
(1)
diffusion model
(1)
control theory
(1)
representation editing
(1)
control signal
(1)
language dynamical system
(1)
test-time alignment
(1)
decision-focused learning
(1)
Papers
DF$^2$: Distribution-Free Decision-Focused Learning
UAI 2025
Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
AISTATS 2025
Aligning Large Language Models with Representation Editing: A Control Perspective
NeurIPS 2024
Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process
AISTATS 2024