30 citations · 89 across the 9 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.IR2019★ 6 cited
RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems
Cheng Wang, Mathias Niepert, Hui Li
Data sparsity and data imbalance are practical and challenging issues in cross-domain recommender systems. This paper addresses those problems by leveraging the concepts which deri…
cs.LG2019★ 10 cited
State-Regularized Recurrent Neural Networks
Cheng Wang, Mathias Niepert
Recurrent neural networks are a widely used class of neural architectures. They have, however, two shortcomings. First, it is difficult to understand what exactly they learn. Secon…