Xinwei Shen
6 papers · 2021–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
ACL (1)
CVPR (1)
IJCNLP (1)
JMLR (1)
UAI (1)
Top co-authors
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
Weakly Supervised Disentangled Generative Causal Representation Learning
JMLR 2022
Reframed GES with a neural conditional dependence measure
UAI 2022
TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation
ACL 2021
CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models
CVPR 2021
TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation
IJCNLP 2021