213 citations · 264 across the 10 of their papers we have counts for
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cs.LG2019★ 213 cited
Knowledge Tracing with Sequential Key-Value Memory Networks
Ghodai Abdelrahman, Qing Wang
Can machines trace human knowledge like humans? Knowledge tracing (KT) is a fundamental task in a wide range of applications in education, such as massive open online courses (MOOC…
cs.LG2019★ 6 cited
DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters
Asiri Wijesinghe, Qing Wang
We propose a novel spectral convolutional neural network (CNN) model on graph structured data, namely Distributed Feedback-Looped Networks (DFNets). This model is incorporated with…
cs.LG2019★ 1 cited
Learning to Sample: an Active Learning Framework
Jingyu Shao, Qing Wang, Fangbing Liu
Meta-learning algorithms for active learning are emerging as a promising paradigm for learning the ``best'' active learning strategy. However, current learning-based active learnin…