Search Results for author: Hongyi Wen

Found 5 papers, 4 papers with code

GEMRec: Towards Generative Model Recommendation

1 code implementation4 Aug 2023 Yuanhe Guo, Haoming Liu, Hongyi Wen

With recent advances in Generative AI such as GPT and Diffusion models, a new form of recommendation task is yet to be explored where items are to be created by generative models with personalized prompts.

Image Generation Recommendation Systems +1

Evaluating Music Recommendations with Binary Feedback for Multiple Stakeholders

1 code implementation16 Sep 2021 SASHA STOIKOV, Hongyi Wen

High quality user feedback data is essential to training and evaluating a successful music recommendation system, particularly one that has to balance the needs of multiple stakeholders.

Music Recommendation

Correcting the User Feedback-Loop Bias for Recommendation Systems

no code implementations13 Sep 2021 Weishen Pan, Sen Cui, Hongyi Wen, Kun Chen, ChangShui Zhang, Fei Wang

We empirically validated the existence of such user feedback-loop bias in real world recommendation systems and compared the performance of our method with the baseline models that are either without de-biasing or with propensity scores estimated by other methods.

Recommendation Systems Selection bias

Revisiting Adversarially Learned Injection Attacks Against Recommender Systems

1 code implementation11 Aug 2020 Jiaxi Tang, Hongyi Wen, Ke Wang

Recommender systems play an important role in modern information and e-commerce applications.

Recommendation Systems

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