Author

Kexuan Xin

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#machine learning Conference Jan 2026

Breaking the Reasoning Horizon in Entity Alignment Foundation Models

This work proposes a EA foundation model driven by a parallel encoding strategy that facilitates anchor-conditioned message passing and significantly shortens the inference trajectory by leveraging local structural proximity instead of global search.

Yuanning Cui, Zequn Sun, Wei Hu et al. · Proceedings of the Thirty-Fi... · 1 citation

Review Open access Jul 2026

Leveraging social media footprints for predicting college student anxiety: a machine learning approach.

BACKGROUND Anxiety is one of the most prevalent mental health concerns among college students worldwide, yet traditional assessment methods relying on self-report questionnaires are time-consuming, susceptible to response bias, and difficult to scale. Social media platforms, which students use extensively, generate ric...

Chenyan Dong, Aneta Neumann, Yingping Sun et al. · BMC Psychology · 0 citations