1 code implementation • 12 Dec 2023 • Haoming Liu, Yuanhe Guo, Shengjie Wang, Hongyi Wen
In this work, we study the combinations of diffusion models.
1 code implementation • 4 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.
1 code implementation • 16 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.
no code implementations • 13 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.
1 code implementation • 11 Aug 2020 • Jiaxi Tang, Hongyi Wen, Ke Wang
Recommender systems play an important role in modern information and e-commerce applications.