Wenpin Tang
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Mathematics
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Core Methods
(2)
Methods
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types
(1)
Models
(1)
Techniques
(1)
Keywords
maximum likelihood estimation
(2)
direct preference optimization
(2)
reinforcement learning
(2)
policy gradient
(1)
gaussian processes
(1)
language model alignment
(1)
reinforcement learning from human feedback
(1)
maximum likelihood
(1)
gaussian process
(1)
reward function
(1)
mallows model
(1)
score matching
(1)
network evolution
(1)
riemannian manifold
(1)
continuous time
(1)
diffusion model
(1)
proximal policy optimization
(1)
heat kernel
(1)
human preference
(1)
language model fine-tuning
(1)
Papers
MallowsPO: Fine-Tune Your LLM with Preference Dispersions
ICLR 2025
RainbowPO: A Unified Framework for Combining Improvements in Preference Optimization
ICLR 2025
Score as Action: Fine Tuning Diffusion Generative Models by Continuous-time Reinforcement Learning
ICML 2025
Inference for Gaussian Processes with Matern Covariogram on Compact Riemannian Manifolds
JMLR 2023
Policy Optimization for Continuous Reinforcement Learning
NeurIPS 2023
The Buckley-Osthus model and the block preferential attachment model: statistical analysis and application
ICML 2020
Mallows ranking models: maximum likelihood estimate and regeneration
ICML 2019