27 citations · 29 across the 4 of their papers we have counts for
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cs.LG2023★ 27 cited
Federated learning-outcome prediction with multi-layer privacy protection
Yupei Zhang, Yuxin Li, Yifei Wang +3
Learning-outcome prediction (LOP) is a long-standing and critical problem in educational routes. Many studies have contributed to developing effective models while often suffering…
cs.LG2023★ 1 cited
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks
Xiran Qu, Xuequn Shang, Yupei Zhang
This paper studies the problem of CPRP, concept prerequisite relation prediction, which is a fundamental task in using AI for education. CPRP is usually formulated into a link-pred…