Arthur Kosmala
4 papers · 2023–2024 · 2 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
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Security & Privacy
(1)
Application Areas
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
graph neural network
(2)
adversarial robustness
(1)
optimal transport
(1)
adversarial training
(1)
message passing
(1)
weisfeiler-lehman test
(1)
diffusion model
(1)
spectral method
(1)
molecular graph
(1)
positional encoding
(1)
privacy amplification
(1)
group privacy
(1)
conditional optimal transport
(1)
certified defense
(1)
message passing neural network
(1)
long-range interaction
(1)
robustness certificate
(1)
potential energy surface
(1)
ewald summation
(1)
spectral graph
(1)
Papers
On the Scalability of Certified Adversarial Robustness with Generated Data
NeurIPS 2024
Spatio-Spectral Graph Neural Networks
NeurIPS 2024
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification
NeurIPS 2024
Ewald-based Long-Range Message Passing for Molecular Graphs
ICML 2023