Ruoxin Chen
4 papers · 2022–2025 · 3 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)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
robustness certification
(2)
certified robustness
(1)
adversarial robustness
(1)
few-shot learning
(1)
data poisoning
(1)
transductive learning
(1)
data augmentation
(1)
adaptive sampling
(1)
message passing
(1)
generalization ability
(1)
generative model
(1)
pac-bayesian bound
(1)
diffusion model
(1)
randomized smoothing
(1)
confidence interval
(1)
binary integer linear programming
(1)
ensemble robustness
(1)
model bia
(1)
graph neural network
(1)
neural network
(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