Search Results for author: Yanan Xu

Found 3 papers, 0 papers with code

Jointly Modeling Heterogeneous Student Behaviors and Interactions Among Multiple Prediction Tasks

no code implementations25 Mar 2021 Haobing Liu, Yanmin Zhu, Tianzi Zang, Yanan Xu, Jiadi Yu, Feilong Tang

In this paper, we focus on modeling heterogeneous behaviors and making multiple predictions together, since some prediction tasks are related and learning the model for a specific task may have the data sparsity problem.

Transfer Learning

Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-based Recommendation

no code implementations27 Jun 2020 Jing Zhu, Yanan Xu, Yanmin Zhu

First, most of the attention-based methods only simply utilize the last clicked item to represent the user's short-term interest ignoring the temporal information and behavior context, which may fail to capture the recent preference of users comprehensively.

Session-Based Recommendations

ALCNN: Attention-based Model for Fine-grained Demand Inference of Dock-less Shared Bike in New Cities

no code implementations25 Sep 2019 Chang Liu, Yanan Xu, Yanmin Zhu

In this paper, we study the problem of inferring fine-grained bike demands anywhere in a new city before the deployment of bikes.

Management

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