2 citations · 2 across the 2 of their papers we have counts for
2 papers
q-bio.QM2026
Interpreting Latent Protein Language Model Features with Geometric Annotations
Siddharth Setlur, Djordje Mihajlovic, Darrick Lee
Protein language models (pLMs) encode information about protein sequences which enable downstream tasks such as structure prediction, but their internal representations are not wel…
cs.CG2024★ 2 cited
Differentiability and Optimization of Multiparameter Persistent Homology
Luis Scoccola, Siddharth Setlur, David Loiseaux +2
Real-valued functions on geometric data -- such as node attributes on a graph -- can be optimized using descriptors from persistent homology, allowing the user to incorporate topol…