Lukas Faber

3 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (7) 🌉 Interdisciplinary Bridge

Conferences

ICLR (1) ICML (1) NIPS (1)

Top co-authors

Roger Wattenhofer (3) Karolis Martinkus (2) Peter Müller (1) Pál András Papp (1)

Keywords

neural architecture (1) message passing (1) numeric comparison (1) numeric extrapolation (1) piecewise-defined arithmetic (1) graph neural network (1) random dropout (1)

Papers

GraphChef: Decision-Tree Recipes to Explain Graph Neural Networks ICLR 2024

Neural Status Registers ICML 2023

DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks NIPS 2021