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Yinghui Pan

3 accepted papers

2026

BiO-HMC: Dynamic Human-Machine Collaboration for Consensus Decision-Making via Bilevel Optimization

AAAI 2026technical

Consensus decision-making uses crowd responses (usually from non-experts) to questions to reach a consensus answer based on human-machine collaboration. The crucial point is dynamic, which should not only enable rapid self-iteration toward the correct answer through crowd workers

Cited by 0SourcePDFScholar
2024

An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling

NeurIPS 2024poster

Student cognitive modeling (SCM) is a fundamental task in intelligent education, with applications ranging from personalized learning to educational resource allocation. By exploiting students' response logs, SCM aims to predict their exercise performance as well as estimate knowledge proficiency in…

Cited by 0SourcePDFScholar