conftrace_

Luis Müller

4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 👑 Triple Crown 👥 Mega-Team (34)

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Christopher Morris (4) Mathias Niepert (1) Jama Hussein Mohamud (1) Guillaume Rabusseau (1) Michael M. Bronstein (1) Dominique Beaini (1) Reihaneh Rabbany (1) Maciej Sypetkowski (1) Dominic Masters (1) Bryan Perozzi (1)

Keywords

transformer architecture (1) attention mechanism (1) expressive power (1) weisfeiler-lehman algorithm (1) graph neural network (1)

Papers

Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks ICML 2025 Towards Principled Graph Transformers NIPS 2024 Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets ICLR 2024 Aligning Transformers with Weisfeiler-Leman ICML 2024