Talks and posters
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- Fixed aggregation features can rival GNNs
- 23.03.26: Conference on Parsimony and Learning (CPAL), Recent Spotlight Track, in Tübingen, Germany.
- 02.12.25: Workshop for Women in Machine Learning (WiML) at NeurIPS’25 in San Diego, USA.
- 26.11.25: ELLIS Pre-NeurIPS’25 in Saarbrücken, Germany.
- Rewiring Graph Neural Networks: Less is more and structure matters
- 27.05.25: Seminar of the TUWien Machine Learning Research Unit in Vienna, Austria. Invited talk.
- 13.02.25: Cohere For AI: Open Science community talks. [Talk]
- GNNs getting ComFy: Community and feature similarity guided rewiring
- 23.03.26: Conference on Parsimony and Learning (CPAL), Recent Spotlight Track, in Tübingen, Germany.
- 13.11.25: Workshop on Geometry, Topology, and Machine Learning (GTML) in Leipzig, Germany. Lightning talk.
- 29.10.25: Graph Learning on Wednesdays (GLOW) reading group. [Talk]
- 15.09.25: International Workshop on Mining and Learning with Graphs (MLG) in Porto, Portugal. Lightning talk and poster.
- 26.04.25: ICLR’25 in Singapore. [Poster]
- 10.12.24: Workshop for Women in Machine Learning (WiML) at NeurIPS’24 in Vancouver, Canada. [Poster]
- 25.11.24: ELLIS Pre-NeurIPS’24 in Saarbrücken, Germany.
- Spectral graph pruning against over-squashing and over-smoothing
- 15.09.25: International Workshop on Mining and Learning with Graphs (MLG) in Porto, Portugal. Lightning talk and poster.
- 05.06.25: International Conference on Network Science (NetSci) in Maastricht, Netherlands. Lightning talk.
- 11.12.24: NeurIPS’24 in Vancouver, Canada. [Poster]
- 25.11.24: ELLIS Pre-NeurIPS’24 in Saarbrücken, Germany.
- Can GATs learn the degree to which node properties are determined by their neighborhood?
