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Shiwei Liu

3 papers indexed

openalexMetabolism and Target Organ Damage2026-07-24

Predicting cardiovascular-kidney-metabolic multimorbidity in Chinese adults with overweight and obesity using machine learning: an internal evaluation

Xin Li, Zhitong Li, Yexin Ji, Yuanyuan Yan, Xiaoqin Chen, Linlin Gao, et al.

Aim: To develop and internally evaluate machine learning (ML) models for predicting incident cardiovascular-kidney-metabolic (CKM) multimorbidity in Chinese adults with overweight or obesity, and to identify key predictors. Methods: We included 4,244 participants from the China H…

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arxivcs.LGcs.AI2026-07-21

ISO: An RLVR-Native Optimization Stack

Hanqing Zhu, Wenyan Cong, Zhizhou Sha, Sagnik Mukherjee, Xinyuan Song, David González-Martínez, et al.

Reinforcement learning with verifiable rewards (RLVR) is rapidly advancing the reasoning capabilities of language models, yet the optimization layer that converts reward feedback into weight-space updates remains poorly understood. Building on our prior analysis (Zhu et al., 2025…

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