Search Results for author: Hongwei Cheng

Found 2 papers, 0 papers with code

Integrating Large Language Models with Graphical Session-Based Recommendation

no code implementations26 Feb 2024 Naicheng Guo, Hongwei Cheng, Qianqiao Liang, Linxun Chen, Bing Han

SBR has been primarily dominated by Graph Neural Networks, which have achieved many successful outcomes due to their ability to capture both the implicit and explicit relationships between adjacent behaviors.

Natural Language Understanding Session-Based Recommendations +2

Adaptive Pattern Extraction Multi-Task Learning for Multi-Step Conversion Estimations

no code implementations6 Jan 2023 Xuewen Tao, Mingming Ha, Xiaobo Guo, Qiongxu Ma, Hongwei Cheng, Wenfang Lin

The general idea of multi-task learning is designing kinds of global parameter sharing mechanism and task-specific feature extractor to improve the performance of all tasks.

Multi-Task Learning Representation Learning

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