| Learning entity and relation embeddings for knowledge graph completion Y Lin, Z Liu, M Sun, Y Liu, X Zhu Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 1613 | 2015 |
| Graph neural networks: A review of methods and applications J Zhou, G Cui, Z Zhang, C Yang, Z Liu, L Wang, C Li, M Sun arXiv preprint arXiv:1812.08434, 2018 | 774 | 2018 |
| Network representation learning with rich text information. C Yang, Z Liu, D Zhao, M Sun, EY Chang IJCAI 2015, 2111-2117, 2015 | 703 | 2015 |
| Neural relation extraction with selective attention over instances Y Lin, S Shen, Z Liu, H Luan, M Sun Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016 | 642 | 2016 |
| Modeling relation paths for representation learning of knowledge bases Y Lin, Z Liu, H Luan, M Sun, S Rao, S Liu arXiv preprint arXiv:1506.00379, 2015 | 399 | 2015 |
| Topical word embeddings Y Liu, Z Liu, TS Chua, M Sun Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 381 | 2015 |
| Automatic keyphrase extraction via topic decomposition Z Liu, W Huang, Y Zheng, M Sun Proceedings of the 2010 conference on empirical methods in natural language …, 2010 | 361 | 2010 |
| A unified model for word sense representation and disambiguation X Chen, Z Liu, M Sun Proceedings of the 2014 Conference on Empirical Methods in Natural Language …, 2014 | 350 | 2014 |
| Representation learning of knowledge graphs with entity descriptions R Xie, Z Liu, J Jia, H Luan, M Sun Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 347 | 2016 |
| Minimum risk training for neural machine translation S Shen, Y Cheng, Z He, W He, H Wu, M Sun, Y Liu arXiv preprint arXiv:1512.02433, 2015 | 340 | 2015 |
| Clustering to find exemplar terms for keyphrase extraction Z Liu, P Li, Y Zheng, M Sun Proceedings of the 2009 conference on empirical methods in natural language …, 2009 | 316 | 2009 |
| Joint learning of character and word embeddings X Chen, L Xu, Z Liu, M Sun, H Luan Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015 | 268 | 2015 |
| ERNIE: Enhanced language representation with informative entities Z Zhang, X Han, Z Liu, X Jiang, M Sun, Q Liu arXiv preprint arXiv:1905.07129, 2019 | 250 | 2019 |
| Neural sentiment classification with user and product attention H Chen, M Sun, C Tu, Y Lin, Z Liu Proceedings of the 2016 conference on empirical methods in natural language …, 2016 | 235 | 2016 |
| Max-margin deepwalk: Discriminative learning of network representation. C Tu, W Zhang, Z Liu, M Sun IJCAI 2016, 3889-3895, 2016 | 235 | 2016 |
| PLDA+ parallel latent dirichlet allocation with data placement and pipeline processing Z Liu, Y Zhang, EY Chang, M Sun ACM Transactions on Intelligent Systems and Technology (TIST) 2 (3), 1-18, 2011 | 204 | 2011 |
| Cane: Context-aware network embedding for relation modeling C Tu, H Liu, Z Liu, M Sun Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 191 | 2017 |
| Semi-supervised learning for neural machine translation Y Cheng Joint training for neural machine translation, 25-40, 2019 | 184 | 2019 |
| Adversarial training for unsupervised bilingual lexicon induction M Zhang, Y Liu, H Luan, M Sun Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017 | 181 | 2017 |
| Representation Learning of Knowledge Graphs with Hierarchical Types. R Xie, Z Liu, M Sun IJCAI, 2965-2971, 2016 | 155 | 2016 |
Zhiyuan LiuAssociate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
