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Weikun.Wu

2 accepted papers

2026

Pallatom-Ligand: an All-Atom Diffusion Model for Designing Ligand-Binding Proteins

ICLR 2026poster

Small-molecule ligands extend protein functionality beyond natural amino acids, enabling sophisticated processes like catalysis, signal transduction, and light harvesting. However, designing proteins with high affinity and selectivity for arbitrary ligands remains a major challenge. We present Palla…

Cited by 0SourcecodeScholar
2025

P(all-atom) Is Unlocking New Path For Protein Design

ICML 2025spotlight

We introduce Pallatom, an innovative protein generation model capable of producing protein structures with all-atom coordinates. Pallatom directly learns and models the joint distribution $P(\textit{structure}, \textit{seq})$ by focusing on $P(\textit{all-atom})$, effectively addressing the interdep…

Cited by 5SourcePDFScholar