Karsten Borgwardt
32 papers · 2005–2025 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 8 separate collaboration groups - the largest holds only 34% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Karsten Borgwardt?
6 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Dexiong Chen, Paolo Pellizzoni, Till Hendrik Schulz
7 papers
· 2022–2025
· ICLR, NeurIPS, ICML
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Graph Neural Networks Can (Often) Count Substructures
ICLR 2025
Learning Long Range Dependencies on Graphs via Random Walks
ICLR 2025
On the Expressivity and Sample Complexity of Node-Individualized Graph Neural Networks
NeurIPS 2024
Fisher Information Embedding for Node and Graph Learning
ICML 2023
ProteinShake: Building datasets and benchmarks for deep learning on protein structures
NeurIPS 2023
Unsupervised Manifold Alignment with Joint Multidimensional Scaling
ICLR 2023
Structure-Aware Transformer for Graph Representation Learning
ICML 2022