数据库与信息系统研究室
Wenya Guo ( 郭文雅 )
I am a lecturer with the College of Computer Science, Nankai University. I received the Ph.D. degree from the Nankai University (NKU), under the supervision of Prof. Xiaojie Yuan. I cooperate with Prof. Ying Zhang and Prof. Jufeng Yang.
Database and Information System Lab (DBIS)
Colledge of Computer Science, Nankai University
Email: wenyaguo@nankai.edu.cn
News
- [2022.10] A paper is accepted by EMNLP!
- [2021.07] A paper is accepted by TIP!
- [2020.06] A paper is accepted by TMM!
Research Interest
I work in the field of sentiment analysis, multimodal data analysis and deep learning. Currently, I focus on the following research topics:
- Sentiment Analysis
- Visual Question Answering
- Referring Expression Grounding
Service and Activities
Program Committee Member
- ICML / EMNLP / AAAI
- KBS / TNNLS
Selected Publications
[7] Baohang Zhou, Ying Zhang, Kehui Song, Wenya Guo, Guoqing Zhao, hongbin wang and Xiaojie Yuan, “A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition,” EMNLP, 2022.
[6] Yuhao Zhang, Ying Zhang, Wenya Guo, Xiangrui Cai, and Xiaojie Yuan, “Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis,” IEEE Transactions on Neural Networks and Learning Systems, 2022.
[5] Lijuan Wang#, Wenya Guo#, Xingxu Yao, Yuxiang Zhang, Jufeng Yang, “Multimodal Event-Aware Network for Sentiment Analysis in Tourism,” IEEE Multimedia, 2021.
[4] Wenya Guo, Ying Zhang, Jufeng Yang and Xiaojie Yuan, “Re-Attention for Visual Question Answering,” IEEE Transactions on Image Processing, 2021.
[3] Wenya Guo, Ying Zhang, Xiangrui Cai, Lei Meng, Jufeng Yang and Xiaojie Yuan, “LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition,” IEEE Transactions on Multimedia, 2021.
[2] Baohang Zhou, Ying Zhang, Xiangrui Cai, Wenya Guo, Xiaojie Yuan, “MTAAL: Multi-Task Adversarial Active learning for Medical Named Entity Recognition and Normalization,” AAAI Conference on Artificial Intelligence (AAAI), 2021.
[1] Wenya Guo, Ying Zhang, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan, “Re-Attention for Visual Question Answering,” AAAI Conference on Artificial Intelligence (AAAI), 2020. [PDF]
Hornor and Scholarship
- 2021-Special scholarship for graduate students of Nankai University
- 2021-National Scholarship for Graduate Students
- 2020-First class scholarship for PhD student of Nankai University
- 2019-Third class scholarship for PhD student of Nankai University
- 2016-First class scholarship of Nankai University
- 2015-National Encouragement Scholarship
- 2014-National Encouragement Scholarship