Frederik Wenkel
5 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (2) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
π₯
Mega-Team
(34)
β
The Questioner
Conferences
NIPS (4)
ICLR (1)
Top co-authors
Keywords
graph neural network
(3)
geometric scattering
(2)
drug discovery
(2)
foundation model
(1)
molecular graph
(1)
node classification
(1)
graph convolutional network
(1)
semi-supervised node classification
(1)
np-hard problem
(1)
scaling behavior
(1)
zero-shot retrieval
(1)
molecular structure
(1)
maximum clique
(1)
combinatorial optimization
(1)
phenomic experiment
(1)
contrastive learning
(1)
semi-supervised learning
(1)
Papers
On the Scalability of GNNs for Molecular Graphs
NIPS 2024
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
NIPS 2024
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
ICLR 2024
Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem?
NIPS 2022
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks
NIPS 2020