Meihua Dang
9 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π Conference Polyglot (6)
π
Academic Marathon
(5)
π
Cross-Pollinator
(10)
π
Grand Slam
π§¬
Topic Evolution
π₯
Unstoppable
(6)
Conferences
AAAI (2)
CVPR (2)
ICML (2)
ICLR (1)
NIPS (1)
PGM (1)
Top co-authors
Keywords
probabilistic circuit
(4)
direct preference optimization
(2)
diffusion model
(2)
text-to-image generation
(2)
probabilistic inference
(1)
reinforcement learning from human feedback
(1)
ensemble learning
(1)
autoregressive generation
(1)
structure learning
(1)
language modeling
(1)
preference optimization
(1)
personalized generation
(1)
likelihood estimation
(1)
model alignment
(1)
model pruning
(1)
text-to-image synthesis
(1)
parameter learning
(1)
generative model
(1)
hidden markov model
(1)
density estimation
(1)
Papers
Scaling Probabilistic Circuits via Monarch Matrices
ICML 2025
Personalized Preference Fine-tuning of Diffusion Models
CVPR 2025
Diffusion Model Alignment Using Direct Preference Optimization
CVPR 2024
Scaling Pareto-Efficient Decision Making via Offline Multi-Objective RL
ICLR 2023
Tractable Control for Autoregressive Language Generation
ICML 2023
Sparse Probabilistic Circuits via Pruning and Growing
NIPS 2022
Juice: A Julia Package for Logic and Probabilistic Circuits
AAAI 2021
Group Fairness by Probabilistic Modeling with Latent Fair Decisions
AAAI 2021
Strudel: Learning Structured-Decomposable Probabilistic Circuits
PGM 2020