Sulin Liu
6 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(15)
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Research topics
Keywords
bayesian optimization
(2)
matrix factorization
(2)
gaussian process
(2)
variational inference
(1)
feature selection
(1)
hyperparameter optimization
(1)
text generation
(1)
language modeling
(1)
generative marginalization
(1)
task clustering
(1)
sparse optimization
(1)
amortized inference
(1)
latent variable model
(1)
alternating direction method of multiplier
(1)
gradient flow
(1)
discrete diffusion
(1)
sparse feature
(1)
kernel function
(1)
saddle point
(1)
l0 regularization
(1)
Papers
Think while You Generate: Discrete Diffusion with Planned Denoising
ICLR 2025
Generative Marginalization Models
ICML 2024
Sparse Bayesian optimization
AISTATS 2023
Revisiting the Landscape of Matrix Factorization
AISTATS 2020
Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters
NeurIPS 2020
Adaptive Group Sparse Multi-task Learning via Trace Lasso
IJCAI 2017