Search Results for author: Pengyang Shao

Found 3 papers, 1 papers with code

Improving Cognitive Diagnosis Models with Adaptive Relational Graph Neural Networks

no code implementations15 Feb 2024 Pengyang Shao, Chen Gao, Lei Chen, Yonghui Yang, Kun Zhang, Meng Wang

Typically, these CD algorithms assist students by inferring their abilities (i. e., their proficiency levels on various knowledge concepts).

cognitive diagnosis

Graph-based Exercise- and Knowledge-Aware Learning Network for Student Performance Prediction

no code implementations1 Jun 2021 Mengfan Liu, Pengyang Shao, Kun Zhang

Predicting student performance is a fundamental task in Intelligent Tutoring Systems (ITSs), by which we can learn about students' knowledge level and provide personalized teaching strategies for them.

Collaborative Filtering

Learning Fair Representations for Recommendation: A Graph-based Perspective

1 code implementation18 Feb 2021 Le Wu, Lei Chen, Pengyang Shao, Richang Hong, Xiting Wang, Meng Wang

For each user, this transformation is achieved under the adversarial learning of a user-centric graph, in order to obfuscate each sensitive feature between both the filtered user embedding and the sub graph structures of this user.

Fairness Recommendation Systems

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