Computer Network Information Center, CAS

Protein inverse folding that fuses sequence and structure priors from two frozen language models per residue. Reaches 63.11% recovery on CATH 4.2.

Single-cell foundation model adding a gated cell-level contrastive objective to masked expression pretraining for transferable frozen cell embeddings.