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Shuyang Yu

2 papers indexed

arxivcs.RO2026-07-16

SoftNav: Injecting 3D Scene Tokens into VLMs for Embodied Navigation

Yi Wu, Junjie An, Xiao Liu, Yiqun Zhou, Yuechen Wu, Xiaoqing Guan, et al.

In goal-directed embodied navigation, where an agent must locate a specified target in an unseen environment, 3D scene understanding and navigation reasoning must work in concert. Current approaches transmit 3D scene information to vision-language models (VLMs) through text, sugg…

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crossrefFrontiers in Cell and Developmental Biology2026-07-09

Machine learning-based models for predicting the efficacy and safety of recombinant human interleukin-11 in the treatment of cancer therapy-induced thrombocytopenia: exploration and preliminary validation from a multicenter retrospective study

Yingmei Wen, Jinxiong Xia, Yi Dong, Zheming Liu, Shuyang Yu, Yuanyuan Wang, et al.

Introduction Cancer therapy-induced thrombocytopenia (CTIT) is a common hematologic toxicity associated with anti-tumor treatment. Recombinant human interleukin-11 (rhIL-11), as a thrombopoietic agent, is widely used in clinical practice. However, its efficacy and safety exhibit…

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