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Yuzhe Zhou

3 accepted papers

2026

Learning Adaptive Topology with FiLM-Guided Distillation for Tertiary Structure-Based RNA Design

ICML 2026poster

Tertiary structure-based RNA design aims to generate RNA sequences that can fold into desired 3D structures, but remains a challenging problem due to the scarcity of annotated data, structural noise, and the intrinsic complexity of RNA topology. Existing structure-to-sequence frameworks largely rely…

Cited by 0SourceScholar
2024

CrossBind: Collaborative Cross-Modal Identification of Protein Nucleic-Acid-Binding Residues

AAAI 2024technical

Accurate identification of protein nucleic acid binding residues poses a significant challenge with important implications for various biological processes and drug design. Many typical computational methods for protein analysis rely on a single model that could ignore either the semantic context of…

2022

Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation

AAAI 2022technical

Accurate protein contact map prediction (PCMP) is essential for precise protein structure estimation and further biological studies. Recent works achieve significant performance on this task with high quality multiple sequence alignment (MSA). However, the PCMP accuracy drops dramatically while only…