East China Normal University

Protein-sequence-conditioned mixture-of-experts language model that designs small molecules and emits an explicit synthesis route for each one.

Reinforcement-learning generative framework for multi-objective RNA codon optimization that generalizes across six species and five RNA types.

Text-to-protein design retrieving natural protein fragments as a dynamic vocabulary, matching larger baselines on under 0.04% of their training data.

RNA inverse folding model that designs nucleotide sequences for a target 3D backbone by running discrete diffusion in hyperbolic space.

Protein conformational ensemble generator that denoises backbone geometry under language-model sequence conditioning with locality-aware attention.

Vision-language assistant that reads a whole gigapixel pathology slide, answering diagnostic questions and writing slide-level descriptions.