Search Results for author: Guanghui Zhu

Found 3 papers, 1 papers with code

Transition Relation Aware Self-Attention for Session-based Recommendation

no code implementations12 Mar 2022 Guanghui Zhu, Haojun Hou, Jingfan Chen, Chunfeng Yuan, Yihua Huang

Specifically, TRASA first converts the session to a graph and then encodes the shortest path between items through the gated recurrent unit as their transition relation.

Session-Based Recommendations

DIFER: Differentiable Automated Feature Engineering

no code implementations17 Oct 2020 Guanghui Zhu, Zhuoer Xu, Xu Guo, Chunfeng Yuan, Yihua Huang

Extensive experiments on classification and regression datasets demonstrate that DIFER can significantly improve the performance of various machine learning algorithms and outperform current state-of-the-art AutoFE methods in terms of both efficiency and performance.

Automated Feature Engineering Feature Engineering

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