Arthur Kosmala
4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (5)
🗺️
Taxonomy Completionist
(15)
Conferences
NIPS (3)
ICML (1)
Top co-authors
Research topics
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
Spatio-Spectral Graph Neural Networks
NIPS 2024
Unified Mechanism-Specific Amplification by Subsampling and Group Privacy Amplification
NIPS 2024
On the Scalability of Certified Adversarial Robustness with Generated Data
NIPS 2024
Ewald-based Long-Range Message Passing for Molecular Graphs
ICML 2023