Search Results for author: Zhongrui Ma

Found 2 papers, 1 papers with code

EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention

1 code implementation26 Mar 2024 Zhen Tian, Wayne Xin Zhao, Changwang Zhang, Xin Zhao, Zhongrui Ma, Ji-Rong Wen

The core of transformer architecture lies in the self-attention mechanism, which computes the pairwise attention scores in a sequence.

Contrastive Learning

RA-Rec: An Efficient ID Representation Alignment Framework for LLM-based Recommendation

no code implementations7 Feb 2024 Xiaohan Yu, Li Zhang, Xin Zhao, Yue Wang, Zhongrui Ma

To address this limitation, we propose a new paradigm, ID representation, which incorporates pre-trained ID embeddings into LLMs in a complementary manner.

Recommendation Systems

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