Xinwei Shen
5 papers · 2021–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Core AI
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
structural causal model
(2)
disentangled representation
(2)
causal discovery
(1)
weakly supervised learning
(1)
covariate shift
(1)
causal structure
(1)
conditional dependence
(1)
variational autoencoder
(1)
causal representation learning
(1)
invariant learning
(1)
markov equivalence
(1)
heterogeneous environment
(1)
counterfactual generation
(1)
greedy equivalence search
(1)
invariant predictor
(1)
stable prediction
(1)
generative causal model
(1)
causal controllable generation
(1)
causal inference
(1)
random sample weighting
(1)
Papers
Covariate-Shift Generalization via Random Sample Weighting
AAAI 2023
Reframed GES with a neural conditional dependence measure
UAI 2022
Weakly Supervised Disentangled Generative Causal Representation Learning
JMLR 2022
CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models
CVPR 2021
TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation
ACL 2021