Search Results for author: Wentao Ning

Found 3 papers, 3 papers with code

Debiasing Recommendation with Personal Popularity

1 code implementation12 Feb 2024 Wentao Ning, Reynold Cheng, Xiao Yan, Ben Kao, Nan Huo, Nur AI Hasan Haldar, Bo Tang

Many methods have been proposed to reduce GP bias but they fail to notice the fundamental problem of GP, i. e., it considers popularity from a \textit{global} perspective of \textit{all users} and uses a single set of popular items, and thus cannot capture the interests of individual users.

counterfactual Counterfactual Inference

Multi-domain Recommendation with Embedding Disentangling and Domain Alignment

1 code implementation10 Aug 2023 Wentao Ning, Xiao Yan, Weiwen Liu, Reynold Cheng, Rui Zhang, Bo Tang

We propose a new MDR method named EDDA with two key components, i. e., embedding disentangling recommender and domain alignment, to tackle the two challenges respectively.

Transfer Learning

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