Ruoxin Chen
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (4) πΊοΈ Taxonomy Completionist (12)
π
Keyword Champion
Conferences
AAAI (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
robustness certification
(2)
certified robustness
(1)
adversarial robustness
(1)
few-shot learning
(1)
data poisoning
(1)
data augmentation
(1)
adaptive sampling
(1)
generative model
(1)
diffusion model
(1)
randomized smoothing
(1)
confidence interval
(1)
binary integer linear programming
(1)
ensemble robustness
(1)
model bia
(1)
neural network
(1)
certified radius
(1)
contrastive learning
(1)
average certified radius
(1)
Papers
Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning
AAAI 2025
InterpGNN: Understand and Improve Generalization Ability of Transdutive GNNs through the Lens of Interplay between Train and Test Nodes
ICLR 2024
Input-Specific Robustness Certification for Randomized Smoothing
AAAI 2022
On Collective Robustness of Bagging Against Data Poisoning
ICML 2022