Zhuolin Yang
10 papers · 2019–2023 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π€ Dynamic Duo (10)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Learning Types Β· Machine Learning
(8)
Artificial Intelligence
(6)
Application Areas
(5)
Core AI
(5)
Deep Learning
(4)
Optimization & Theory
(3)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Generation
(1)
Mathematics
(1)
Keywords
adversarial example
(4)
adversarial robustness
(3)
model robustness
(3)
certified robustness
(2)
data augmentation
(2)
wasserstein distance
(2)
adversarial transferability
(2)
few-shot learning
(1)
knowledge distillation
(1)
differential privacy
(1)
logical reasoning
(1)
markov logic network
(1)
ensemble learning
(1)
multimodal learning
(1)
adversarial training
(1)
domain adaptation
(1)
automatic speech recognition
(1)
privacy-preserving learning
(1)
image captioning
(1)
transfer learning
(1)
Papers
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics
ICML 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning
EMNLP 2023
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction
MLHC 2022
Improving Certified Robustness via Statistical Learning with Logical Reasoning
NeurIPS 2022
On the Certified Robustness for Ensemble Models and Beyond
ICLR 2022
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators
NeurIPS 2021
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness
NeurIPS 2021
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability
ICML 2021
Understanding Robustness in Teacher-Student Setting: A New Perspective
AISTATS 2021
Characterizing Audio Adversarial Examples Using Temporal Dependency
ICLR 2019