2 papers
cs.IR2024
Enhancing Recommendation with Denoising Auxiliary Task
Pengsheng Liu, Linan Zheng, Jiale Chen +3
The historical interaction sequences of users plays a crucial role in training recommender systems that can accurately predict user preferences. However, due to the arbitrariness o…
cs.IR2024
VM-Rec: A Variational Mapping Approach for Cold-start User Recommendation
Linan Zheng, Jiale Chen, Pengsheng Liu +2
The cold-start problem is a common challenge for most recommender systems. The practical application of most cold-start methods is hindered by the deficiency in auxiliary content i…