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Haoyang Liu

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Aug 2026

Speaking the Native Language of LLMs: A Discrete Architecture for Molecular Comprehension.

MolLingua, a token-centric, dual-modal framework designed for native molecular understanding, uses a dual-branch Residual Vector Quantization engine to discretize heterogeneous, high-dimensional spatial 2D and 3D features into compact code sequences rather than relying solely on continuous projections.

Haoyang Liu, Xikang Feng, Fei Guo et al. · 0 citations