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Ke Liu

4 papers indexed

openalexFrontiers in Endocrinology2026-07-24

Independent and combined associations of diabetes and thyroid disorders with risks of incident dementia

Guo J, Li J, Bin Gao, Ke Liu, Xiaohui Sun, Y P Ding, et al.

Background Diabetes and thyroid disorders are modifiable risk factors for cognitive impairment. However, no studies have been conducted to comprehensively examine associations of different types of the two diseases, as well as their combinations, with dementia risks. Methods Base…

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arxivcs.LGcs.AI2026-07-14

EMAGN: Efficient Multi-Attention Graph Network via Learned Clustering for Scalable Traffic Forecasting

Mingxing Xu, Rakesh Chowdary Machineni, Ke Liu, Xi Cheng, Chengqi Lu, Xin Hu, et al.

Traffic forecasting is highly challenging due to complex and nonlinear spatial and temporal dependencies. Self-attention mechanisms have been widely adopted to model dynamic and long-range dependencies, achieving state-of-the-art performance, but suffer from limited scalability d…

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arxivcs.AI2026-07-14

Cost-Optimal Foundation Model Deployment Portfolio for Transportation Management

Xi Cheng, Ke Liu, Siyuan Feng, Jane Lin, H. Oliver Gao

Foundation models, including large language models (LLMs) and vision-language models (VLMs), are increasingly used for transportation management center (TMC) tasks such as anomaly detection, incident reporting, and traveler information. Deploying multiple such models across TMC f…

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arxiveess.SP2026-07-07

Bending Beam for THz Wireless Networks: Fundamental, Design Issue, and Prototype

Aoran Liu, Xin Tong Hu, Weidong Mei, Ya Fei Wu, Ke Liu, Boyu Ning, et al.

Bending beams, characterized by their non diffracting and self-healing properties in the near field, offer a new approach to bypass blockage in terahertz (THz) wireless communication and sensing. However, the investigations of bend ing beams in the context of wireless communicati…

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