Author

Jiang-Tao Feng

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#protein folding Preprint Oct 2026

Trion-1: Unifying Language, Protein Sequence, and Structure with Diffusion Language Models

This work introduces Trion-1, the first native, unified, multimodal diffusion language model (dLLM) for proteins, which unifies six core capabilities: folding, inverse folding, sequence understanding, structure understanding, sequence design, and structure design, while retaining the native language capabilities of gen...

Tian-Yu Lu, Kai-Cheng Yang, Jiang-Tao Feng et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Flow-Matching-Based Protein Structure Tokenizer Made Efficient and Easy

This study conducts extensive evaluations across a wide range of settings and demonstrates that ProFiT is a plug-and-play tokenizer adaptable to diverse downstream tasks and further reveals the significant potential of the flow matching tokenizer paradigm.

Zhe Zhang, Yi-Kai Zhang, Jiang-Tao Feng et al. · 1 citation