Author

Yi-Qua Gu

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Conference Sep 2026

Evaluation of college student tutoring dialogue based on large language model prompting engineering

The dialogue evaluation of student counseling in colleges and universities relies on human supervision, which faces the problems of strong subjectivity, high cost and lagging feedback, and the consistency between different supervisors is only medium. Different from clinical counseling, college counseling focuses on dev...

Yi-Qua Gu, Xin-Lu Ren, Ming-Shan Sun · International Conference on... · 0 citations

#graph neural networks Conference Sep 2026

Evaluation of student social networks using graph neural networks (GNN)

A Multi-Channel Decoupled Attention Graph Neural Network (MCDA-GNN) is proposed for the comprehensive evaluation of student social networks, providing a scientific basis for personalized educational interventions, campus community optimization, and mental health early warning.

Yi-Qua Gu, Jia-Ning Xing · International Conference on... · 0 citations