Wenxian Shi
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
📈
Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Generation
(3)
Models
(3)
Artificial Intelligence
(1)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
text generation
(2)
bayesian inference
(1)
kernel learning
(1)
exponential family
(1)
template learning
(1)
latent variable
(1)
variational autoencoder
(1)
latent space
(1)
softmax layer
(1)
word embedding
(1)
mode collapse
(1)
data-to-text generation
(1)
attention layer
(1)
variational template machine
(1)
enzyme design
(1)
functionally important sites
(1)
interleaving network
(1)
neighborhood equivariant layers
(1)
variational inference
(1)
small-molecule substrates
(1)
Papers
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates
ICML 2024
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation
ICML 2020
Variational Template Machine for Data-to-Text Generation
ICLR 2020
Kernelized Bayesian Softmax for Text Generation
NeurIPS 2019