Search Results for author: Haoyi Duan

Found 5 papers, 2 papers with code

Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for Recommendation

no code implementations30 Nov 2023 Liangcai Su, Fan Yan, Jieming Zhu, Xi Xiao, Haoyi Duan, Zhou Zhao, Zhenhua Dong, Ruiming Tang

Two-tower models are a prevalent matching framework for recommendation, which have been widely deployed in industrial applications.

Retrieval

Cross-modal Prompts: Adapting Large Pre-trained Models for Audio-Visual Downstream Tasks

1 code implementation NeurIPS 2023 Haoyi Duan, Yan Xia, Mingze Zhou, Li Tang, Jieming Zhu, Zhou Zhao

This mechanism leverages audio and visual modalities as soft prompts to dynamically adjust the parameters of pre-trained models based on the current multi-modal input features.

Timestamps as Prompts for Geography-Aware Location Recommendation

no code implementations9 Apr 2023 Yan Luo, Haoyi Duan, Ye Liu, Fu-Lai Chung

In this paper, we revisit the problem of location recommendation and point out that explicitly modeling temporal information is a great help when the model needs to predict not only the next location but also further locations.

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