Zhuolin Yang
10 papers · 2019–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (26)
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Conference Polyglot
(6)
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Cross-Pollinator
(9)
π€
Dynamic Duo
(10)
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Century Club
(10)
Conferences
NIPS (3)
ICLR (2)
ICML (2)
AISTATS (1)
EMNLP (1)
MLHC (1)
Top co-authors
Keywords
adversarial robustness
(3)
model robustness
(3)
adversarial example
(2)
data augmentation
(2)
adversarial transferability
(2)
wasserstein distance
(2)
transfer learning
(1)
domain adaptation
(1)
ensemble learning
(1)
logical reasoning
(1)
knowledge distillation
(1)
multimodal learning
(1)
image captioning
(1)
adversarial training
(1)
privacy-preserving learning
(1)
markov logic network
(1)
generative adversarial network
(1)
model generalization
(1)
retrieval-augmented generation
(1)
retrieval augmentation
(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
On the Certified Robustness for Ensemble Models and Beyond
ICLR 2022
Improving Certified Robustness via Statistical Learning with Logical Reasoning
NIPS 2022
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators
NIPS 2021
TRS: Transferability Reduced Ensemble via Promoting Gradient Diversity and Model Smoothness
NIPS 2021
Understanding Robustness in Teacher-Student Setting: A New Perspective
AISTATS 2021
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability
ICML 2021
Characterizing Audio Adversarial Examples Using Temporal Dependency
ICLR 2019