Yao-Yuan Yang
5 papers · 2019–2022 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
adversarial robustness
(2)
robust classification
(2)
decision tree
(2)
interpretable machine learning
(1)
adversarial training
(1)
deep learning
(1)
nearest neighbor
(1)
nonparametric classification
(1)
adversarial attack
(1)
recurrent neural network
(1)
end-to-end learning
(1)
robust overfitting
(1)
end-to-end training
(1)
label correlation
(1)
robust training
(1)
random forest
(1)
test accuracy
(1)
memory structure
(1)
distributional generalization
(1)
sgd stability
(1)
Papers
What You See is What You Get: Principled Deep Learning via Distributional Generalization
NeurIPS 2022
Connecting Interpretability and Robustness in Decision Trees through Separation
ICML 2021
A Closer Look at Accuracy vs. Robustness
NeurIPS 2020
Robustness for Non-Parametric Classification: A Generic Attack and Defense
AISTATS 2020
Deep Learning with a Rethinking Structure for Multi-label Classification
ACML 2019