Zheyan Shen
10 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (28) π Cross-Pollinator (13)
π€
Dynamic Duo
(10)
π
Century Club
(10)
Conferences
AAAI (3)
CVPR (3)
ICML (2)
NIPS (2)
Top co-authors
Keywords
domain generalization
(5)
out-of-distribution generalization
(4)
stable learning
(3)
causal inference
(3)
distribution shift
(3)
sample reweighting
(2)
covariate-shift generalization
(2)
distributional shift
(2)
latent heterogeneity
(2)
invariant learning
(2)
deep learning
(1)
empirical risk minimization
(1)
covariate shift
(1)
linear prediction
(1)
importance weighting
(1)
generalization bound
(1)
uncertainty set
(1)
counterfactual prediction
(1)
spurious correlation
(1)
sparsity constraint
(1)
Papers
Stable Learning via Sparse Variable Independence
AAAI 2023
NICO++: Towards Better Benchmarking for Domain Generalization
CVPR 2023
Towards Unsupervised Domain Generalization
CVPR 2022
A Theoretical Analysis on Independence-driven Importance Weighting for Covariate-shift Generalization
ICML 2022
Deep Stable Learning for Out-of-Distribution Generalization
CVPR 2021
Integrated Latent Heterogeneity and Invariance Learning in Kernel Space
NIPS 2021
Stable Adversarial Learning under Distributional Shifts
AAAI 2021
Heterogeneous Risk Minimization
ICML 2021
Stable Learning via Sample Reweighting
AAAI 2020
Counterfactual Prediction for Bundle Treatment
NIPS 2020