← Search

Shizhuo Cheng

2 accepted papers

2026

Chamaileon: Cross-Context Binder Design with Contextualized Modeling and Mixed Sampling

ICML 2026spotlight

The rapid evolution of generative models has unlocked new potentials in protein binder design, a pivotal task in structural biology, by facilitating end-to-end generation via joint sequence-structure modeling or hallucination. However, existing approaches are predominantly implemented under a single…

Cited by 0SourceScholar
2025

ProtPainter: Draw or Drag Protein via Topology-guided Diffusion

ICLR 2025poster

Recent advances in protein backbone generation have achieved promising results under structural, functional, or physical constraints. However, existing methods lack the flexibility for precise topology control, limiting navigation of the backbone space. We present $\textbf{ProtPainter}$, a diffusion…

Cited by 0SourcePDFScholar