| 2018 | ICPR | Enhancing Knowledge Graph Completion with Positive Unlabeled Learning. | Jinghao Niu, Zhengya Sun, Wensheng Zhang |
| 2016 | ICPR | Structural feature-based event clustering for short text streams. | Zhengya Sun, Jiuqi Han, Hongwei Hao |
| 2015 | CIKM | Large-scale Knowledge Base Completion: Inferring via Grounding Network Sampling over Selected Instances. | Zhuoyu Wei, Jun Zhao, Kang Liu, Zhenyu Qi, Zhengya Sun, Guanhua Tian |
| 2015 | IJCNN | Meta-Path based Nonnegative Matrix Factorization for clustering on multi-type relational data. | Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao |
| 2015 | PAKDD | Seamlessly Integrating Effective Links with Attributes for Networked Data Classification. | Yangyang Zhao, Zhengya Sun, Changsheng Xu, Hongwei Hao |
| 2014 | AAAI | Scalable Learning for Structure in Markov Logic Networks. | Zhengya Sun, Zhuoyu Wei, Jue Wang, Hongwei Hao |
| 2011 | AI | Reducing Position-Sensitive Subset Ranking to Classification. | Zhengya Sun, Wei Jin, Jue Wang |
| 2009 | SIGIR | Robust sparse rank learning for non-smooth ranking measures. | Zhengya Sun, Tao Qin, Qing Tao, Jue Wang |