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Fei Guo

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Conference Open access Sep 2026

GBFlow: Grouping Belief-Guided Dual Normalizing Flows for Accurate Spatial Domain Delineation

A dual-flow latent refinement framework is proposed that simultaneously integrates structure-aware and structure-free transformations and introduces a grouping belief-based affinity refinement strategy to suppress unreliable connections and strengthen confident neighborhood relationships, which provides a more stable s...

Feng-Yi Zhou, Dao-Yuan Wang, Wen-Lan Chen et al. · 0 citations
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

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