Yuan He

Yuan He (何源)

E-mail: heyuan6@jd.com

Address: 10th Floor, A zone, North Star Century Center, Beijing, China

Personal Introduction

I am currently working as a research scientist in the data science lab at JD.com. I received the PhD and BS degrees from the Department of Computer Science from Tongji University, Shanghai, China. My research interests include topic modeling, convex optimization, and recommender systems.

Selected Publications

  • Yuan He, Cheng Wang, and ChangJun Jiang. “Correlated Matrix Factorization for Recommendation with Implicit Feedback.” In TKDE 2018.
  • Yuan He, Cheng Wang, and Changjun Jiang. “Incorporating the Latent Link Categories in Relational Topic Modeling.” In Proceedings of CIKM 2017.
  • Yuan He, Cheng Wang, and Changjun Jiang. “Modeling Document Networks with Tree-averaged Copula Regularization.” In Proceedings of WSDM 2017.
  • Yuan He, Cheng Wang, and Changjun Jiang. “Multi-perspective Hierarchical Dirichlet Process for Geographical Topic Modeling.” In Proceedings of PAKDD 2017.
  • Yuan He, Cheng Wang, and Changjun Jiang. “Discovering Canonical Correlations between Topical and Topological Information in Document Networks.” In Proceedings of CIKM 2015.
  • Yuan He, Cheng Wang, and Changjun Jiang. “Discovering canonical correlations between topical and topological information in document networks.” (Extended version of CIKM2015) In TKDE 2018. 30.3 (2018): 460-473.
  • Yuan He, Cheng Wang, and Changjun Jiang. “Mining Coherent Topics With Pre-Learned Interest Knowledge in Twitter.” In IEEE Access (2017): 10515-10525.
  • Yuan He, Cheng Wang, and Changjun Jiang. “Modeling Data Correlations in Recommendation.” In IEEE Access (2017): 11030-11042.
  • Cheng Wang, Yujuan Fang, Zheng Tan, and Yuan He. “Improving the Gain of Visual Perceptual Behaviour on Topic Modeling for Text Recommendation.” In Proceedings of CIKM 2017.
  • Qin Zhao, Yuan He, Changjun Jiang, Pengwei Wang, Man Qi, and Maozhen Li. “Integration of Link and Semantic Relations for Information Recommendation.” In Computing and Informatics (2016): 30-54.
  • Nan Guo, Yuan He, ChunGang Yan, Lu Liu, and Cheng Wang. “Multi-level Topical Text Categorization with Wikipedia.” In Proceedings of the 9th International Conference on Utility and Cloud Computing, ACM, 2016.
  • Cheng Wang, Zhenzhen Zhang, Jieren Zhou, Yuan He, Jipeng Cui, and Changjun Jiang. “Modeling Interest-Driven Data Dissemination in Online Social Networks.” In Proceedings of the 12th International Conference on Mobile Ad-Hoc and Sensor Networks, IEEE, 2016.