GuangZhou 510006, PR China
I am now a direct doctoral student at South China University of Technology and affiliated with the NLP group of Social Media Processing and Software Technology Research Center (Guangdong) in Guangzhou, PR China. I am now working with Prof. Wang Zhenyu. My research deals with Natural Language Processing and Online Social Network Analysis, with a focus on deep learning. I obtained my bachelor degree from the Software Engineering Department at South China University of Technology in 2015. I worked with Dr. Feng Yuxiang during my undergraduate period.
My general interests include Natural Language Processing, Artificial Intelligence and Reinforcement Learning.
I am particularly interested in the following fields:
- Human-Computer Dialogue Policy Learning
- Emotional Conversational Agents
- Chinese Poetry Generation
- Social Network Analysis and Social Media Text Processing
【2015.09-Now】 South China University of Technology (SCUT)
> Degree to Be Obtained: Doctor of Software Engineering (Average Score: 88.27/100)
> Honors and Awards: National Scholarship for Doctoral Students (2018)
【2011.09-2015.07】 South China University of Technology (SCUT)
> Degree and Major: Bachelor of Software Engineering (GPA: 3.52/4.0)
> Honors and Awards: The First Prize Scholarship (2014)
- Rui Zhang, Zhenyu Wang*, Kai Yin, Zhenhua Huang. Emotional Text Generation Based on Cross-Domain Sentiment Transfer[J]. IEEE Access, 2019, 7: 100081-100089. [pdf] [bib]
- Rui Zhang, Zhenyu Wang*. Learning to Converse Emotionally Like Humans: A Conditional Variational Approach[C]//CCF International Conference on Natural Language Processing and Chinese Computing. Springer, Cham, 2018: 98-109. [pdf] [bib]
- Rui Zhang, Zhenyu Wang*, and Dongcheng Mai. Building Emotional Conversation Systems using Multi-task Seq2Seq Learning[C]//National CCF Conference on Natural Language Processing and Chinese Computing. Springer, Cham, 2017: 612-621. [pdf] [bib]
- 王振宇*, 张睿, 高雨轩, 萧永乐. 基于标签深度分析的音乐自动标注算法.[J] 华南理工大学学报 (自然科学版) 47.8 (2019). Zhenyu Wang*, Rui Zhang, Yuxuan Gao, Yongle Xiao. Music Auto-tagging Algorithm Based on Deep Analysis on Labels[J]. Journal of South China University of Technology (Natural Science Edition), 2019, 47(08):71-76. [pdf] [bib]
- Zhenhua Huang , Zhenyu Wang* , Rui Zhang, Yangyang Zhao, Fadong Zheng. Learning Bi-directional Social Influence in Information Cascades using Graph Sequence Attention Networks[C] //Companion Proceedings of the Web Conference 2020. 2020: 19-21.
- Zhenhua Huang, Zhenyu Wang*, and Rui Zhang. Cascade2vec: Learning Dynamic Cascade Representation by Recurrent Graph Neural Networks[J]. IEEE Access, 2019, 7: 144800-144812. [pdf] [bib]
- Zhenhua Huang, Zhenyu Wang*, Rui Zhang, Yangyang Zhao, Xiaohui Xie, and Sharad Mehrotra. Network2Vec: Learning Node Representation Based on Space Mapping in Networks[C]//Proceedings of the IEEE ICDM Workshop on Social Computing, 2019. [pdf] [bib]
- Zehao Guo, Zhenyu Wang*, and Rui Zhang. MMCRD: An Effective Algorithm for Deploying Monitoring Point on Social Network[C]//China Conference on Knowledge Graph and Semantic Computing. Springer, Singapore, 2018:40-51. [pdf] [bib]
- Yangyang Zhao, Zhenyu Wang*, Kai Yin, Rui Zhang, Zhenhua Huang. Dynamic Reward-based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments[C]//In Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020. [pdf]
- 赵阳洋, 王振宇*, 王佩, 杨添, 张睿, 尹凯. 任务型对话系统研究综述.[J] 计算机学报.2019:1-39. Yangyang Zhao, Zhenyu Wang*, Pei Wang, Tian Yang, Rui Zhang, Kai Yin. A Survey on Task-Oriented Dialogue Systems[J]. Chinese Journal of Computers, 2019:1-39. [pdf]