Enjoy the simple happiness to do research, nothing more.


My interests: Data Mining, Artificial Intelligence, Text Modeling, Deep Learning, and My Life.



Publications: (See them in google scholar.)

2019

  • Heng Wang, Shuangyin Li, Rong Pan and Mingzhi Mao. "Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning". toappear EMNLP 2019.

    2018

  • Peifeng Wang, Shuangyin Li and Rong Pan. " Incorporating GAN for Negative Sampling in Knowledge Representation Learning". AAAI 2018. (PDF)(BibTex)
  • Kaixiang Mo, Yu Zhang, Shuangyin Li, Jiajun Li and Qiang Yang. " Personalizing a Dialogue System with Transfer Reinforcement Learning". AAAI 2018. (PDF)(BibTex)

    2017

  • Zhengjie Huang, Zi Ye, Shuangyin Li and Rong Pan. " Length Adaptive Recurrent Model for Text Classification". CIKM 2017. (PDF)(BibTex)
  • Shuangyin Li, Rong Pan and Jun Yan. " Self-paced Compensatory Deep Boltzmann Machine for Semi-Structured Document Embedding". IJCAI 2017. (PDF) (BibTex)
  • Shuangyin Li, Yu Zhang, Rong Pan and Mingzhi Mao." Recurrent Attentional Topic Model". AAAI 2017. (PDF) (code) (BibTex)

    2016

  • Shuangyin Li, Rong Pan, Yu Zhang, Qiang Yang. " Correlated Tag Learning in Topic Model". UAI 2016. (PDF) (code) (BibTex)

    2015

  • Shuangyin Li, Jiefei Li, Guan Huang, Ruiyang Tan, Rong Pan. " Tag-Weighted Topic Model For Large-scale Semi-Structured Documents". arXiv preprint arXiv:1507.08396 (2015) (PDF) (code) (BibTex)

    2013

  • Shuangyin Li, Guan Huang, Ruiyang Tan, Rong Pan. " Tag-Weighted Dirichlet Allocation". ICDM 2013: 438-447. (PDF) (code) (BibTex)
  • Shuangyin Li, Jiefei Li, and Rong Pan. " Tag-Weighted Topic Model for Mining Semi-Structured Documents". IJCAI 2013. (PDF) (code) (BibTex)
  • Patents:

    Some patents in China, such as CN201611194573.8, CN201710023633.8, CN201710506259.7, CN201710617657.6 and so on.