Name: Deqing Yang
Type: User
Company: Fudan University
Bio: An associate professor and vice dean in the School of Data Science at Fudan University, China. Research interests include knowledge graphs, recommender systems.
Location: Shanghai, China
Blog: http://kw.fudan.edu.cn/people/yangdeqing/
Deqing Yang's Projects
It is deep recommendation model with attribute-level co-attention, which has been accepted as a short paper in SIGIR2020.
Codes for paper "Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation" published in ECML-PKDD 2022.
This repository includes the source-code and dataset used in our CIKM2022 paper titled 'Commonsense Knowledge Base Completion with Relational Graph Attention Network and Pre-trained Language Model'.
Some datasets used in our previous papers
Dataset for Douban movie recommendation
It includes the source codes of a deep knowledge-based recommendation KAC, and the datasets of Douban movie and NetEase music to evaluate the model. The paper of this model will be published in Transactions of Transactions on Knowledge and Data Engineering (TKDE) 2021.
The sourcecode and datasets used for reproducing the KG-based recommendation model
It contains the source codes of a deep KG-based recommendation model KTGAN, which has been published in ICDM 2015.
This repository includes the model source code of M3PT submitted to KDD2023.
The sourcecode and dataset to reproduce MGBR, which is a recommendation model of group buying submitted to ICDE 2023.
This is about a deep session-based recommendation model incorporating user micro-behaviors and item knowledge, namely MKM-SR, which has been published in SIGIR2020 (regular paper).
This is a deep recommendation model with feature-level self-attention, of which the paper has been published in International Conference on Advances in Social Networks Analysis and Mining (ASONAM) 2020.