2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Challenges in Non-Polymeric Crystal Structure Prediction: Why a Geometric, Permutation-Invariant Loss is Needed
Emmanuel Jehanno, Romain Menegaux, Julien Mairal +1
Crystalline structure prediction is an essential prerequisite for designing materials with targeted properties. Yet, it is still an open challenge in materials design and drug disc…
cs.LG2023★ 2 cited
Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers
Romain Menegaux, Emmanuel Jehanno, Margot Selosse +1
We introduce a novel self-attention mechanism, which we call CSA (Chromatic Self-Attention), which extends the notion of attention scores to attention _filters_, independently modu…