News


25 July 2020
Our full paper "Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback" is accepted by ACM MM 2020.

25 July 2020
Our full paper "What Aspect Do You Like: Multi-scale Time-aware User Interest Modeling for Micro-video Recommendation" is accepted by ACM MM 2020.

25 July 2020
Our full paper "Personalized Item Recommendation for Second-hand Trading Platform" is accepted by ACM MM 2020.

30 June 2020
I have successfully got the PhD degree! My thesis is about the complex relationship modeling based micro-video representation learning.

1 July 2019
Our full paper "MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video" is accepted by ACM MM 2019.

1 July 2019
Our full paper "Personalized Hashtag Recommendation for Micro-videos" is accepted by ACM MM 2019.

20 June 2019
Our full paper "Neural Multimodal Cooperative Learning Towards Micro-video Understanding" is accepted by IEEE Transactions on Image Processing.

15 November 2018
I will be as an intern student at NExT++ lab, School of Computing, NUS in Dec. 2018, supervised by Prof. Tat-Seng Chua and Dr. Xiang Wang

Yinwei Wei 

NExT++ iLEARN
National University of Singapore
Shandong University

Email:  weiyinwei AT hotmail.com
Google ScholarGitHub

Yinwei is a research fellow in NExT++, School of Computing, National University of Singapore. His research interests include multimodal computing, information retrieval, and recommender system, particular in multimedia personalized recommendation and explainable fake news detecation. Moreover, he has served as the PC member for ACM MM, AAAI and IJCAI conference, and the invited reviewer for prestigious journals including IEEE TMM, IEEE TKDE, and Information Science.

Education

National University of Singapore
Research Fellow, Jun. 2020 --
Supervisor: Prof. Tat-Seng Chua
Shandong University
Doctor in Computer Science and Technology, Sep. 2017 - Jun. 2020
Supervisor: Prof. Liqiang Nie
Tianjin University
Master in Computer Science, Sep. 2011 - Jan. 2014
Advisor: Prof. Shiguang Liu

Experiences

Intern Student, National University of Singapore, Dec. 2018 - Jun. 2020
Advisior: Prof. Tat-Seng Chua & Dr. Xiang Wang

Publications


In the Year of 2020:


pdf
Graph-Refined Convolutional Network for Multimedia Recommendation with Implicit Feedback
Yinwei Wei, Xiang Wang, Xiangnan He, Liqiang Nie & Baoquan Chen
ACM MM Conference 2020 (Full)   • Codes&Data   

pdf
What Aspect Do You Like: Multi-scale Time-aware User Interest Modeling for Micro-video Recommendation
Jiang Hao, Wenjie Wang, Yinwei Wei, Zan Gao, Yinglong Wang & Liqiang Nie
ACM MM Conference 2020 (Full)   • Codes&Data   

pdf
Personalized Item Recommendation for Second-hand Trading Platform
Xuzheng Yu, Tian Gan, Yinwei Wei, Zhiyong Cheng & Liqiang Nie
ACM MM Conference 2020 (Full)   • Codes   
In the Year of 2019:


pdf
Neural Multimodal Cooperative Learning Towards Micro-video Understanding
Yinwei Wei, Xiang Wang, Weili Guan, Liqiang Nie, Zhouchen Lin & Baoquan Chen
IEEE Trans. on Image Processing (Full)   • Codes&Data   

pdf
MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video
Yinwei Wei, Xiang Wang, Liqiang Nie, Xiangnan He, Richang Hong & Tat-Seng Chua
ACM MM Conference 2019 (Full)   • Codes&Data   

pdf
Personalized Hashtag Recommendation for Micro-videos
Yinwei Wei, Zhiyong Cheng, Xuzheng Yu, Zhou Zhao, Lei Zhu & Liqiang Nie
ACM MM Conference 2019 (Full)   • Codes&Data   

Patent

A neural network based multi - modal cooperative learning method and device zl201810697764.9   
- Yinwei Wei, Xiang Wang, Xuemeng Song, Yinglong Wang & Liqiang Nie
multi-modal graph convolution network based personalized recommendation method and system of micro-video zl201910606172.6 (applying)   
- Yinwei Wei, Xiang Wang, Liqiang Nie, Meng Liu, Weifeng Liu, Zan Gao & Wei Liu
A micro-video hashtag personalized recommendation method and system zl201910606153.3 (applying)  
- Yinwei Wei, Liqiang Nie, Zhiyong Cheng, Xuzheng Yu, Da Cao, Tian Gan & Wei Liu

Honors

ACM MM 19 Student Travel Grant, 2019

First Class Doctoral Academic Scholarship at Shandong University, 2019

Huawei Scholarship at Shandong University, 2019

Doctoral Academic Scholarship at Shandong University, 2018

Tianjin University Scholarship, 2011-2013

Oral in Conference

MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video   
- Nice, France, October 23, 2019
Personalized Hashtag Recommendation for Micro-videos   
- Nice, France, October 23, 2019