| Toward controlled generation of text Z Hu, Z Yang, X Liang, R Salakhutdinov, EP Xing ICML: Proceedings of the 34th International Conference on Machine Learning, 2017, 2017 | 648* | 2017 |
| Harnessing deep neural networks with logic rules Z Hu, X Ma, Z Liu, E Hovy, E Xing ACL: Annual meeting of the Association for Computational Linguistics, 2016, 2016 | 386 | 2016 |
| LCARS: a location-content-aware recommender system H Yin, Y Sun, B Cui, Z Hu, L Chen KDD: Proceedings of the 19th ACM SIGKDD international conference on …, 2013 | 363 | 2013 |
| Deep kernel learning AG Wilson, Z Hu, R Salakhutdinov, EP Xing AISTATS: Artificial Intelligence and Statistics, 370-378, 2016 | 359 | 2016 |
| Improved variational autoencoders for text modeling using dilated convolutions Z Yang, Z Hu, R Salakhutdinov, T Berg-Kirkpatrick ICML: Proceedings of the 34th International Conference on Machine Learning …, 2017 | 226 | 2017 |
| Poseidon: An efficient communication architecture for distributed deep learning on {GPU} clusters H Zhang, Z Zheng, S Xu, W Dai, Q Ho, X Liang, Z Hu, J Wei, P Xie, ... 2017 {USENIX} Annual Technical Conference ({USENIX}{ATC} 17), 181-193, 2017 | 223* | 2017 |
| A temporal context-aware model for user behavior modeling in social media systems H Yin, B Cui, L Chen, Z Hu, Z Huang SIGMOD: Proceedings of the 2014 ACM SIGMOD international conference on …, 2014 | 153 | 2014 |
| Unsupervised text style transfer using language models as discriminators Z Yang, Z Hu, C Dyer, EP Xing, T Berg-Kirkpatrick arXiv preprint arXiv:1805.11749, 2018 | 148 | 2018 |
| Recurrent topic-transition gan for visual paragraph generation X Liang, Z Hu, H Zhang, C Gan, EP Xing ICCV: Proceedings of the IEEE International Conference on Computer Vision …, 2017 | 144 | 2017 |
| LCARS: A spatial item recommender system H Yin, B Cui, Y Sun, Z Hu, L Chen ACM Transactions on Information Systems (TOIS) 32 (3), 1-37, 2014 | 144 | 2014 |
| Dynamic user modeling in social media systems H Yin, B Cui, L Chen, Z Hu, X Zhou ACM Transactions on Information Systems (TOIS) 33 (3), 1-44, 2015 | 142 | 2015 |
| Modeling location-based user rating profiles for personalized recommendation H Yin, B Cui, L Chen, Z Hu, C Zhang ACM Transactions on Knowledge Discovery from Data (TKDD) 9 (3), 1-41, 2015 | 134 | 2015 |
| Discovering interpretable geo-social communities for user behavior prediction H Yin, Z Hu, X Zhou, H Wang, K Zheng, QVH Nguyen, S Sadiq 2016 IEEE 32nd International Conference on Data Engineering (ICDE), 942-953, 2016 | 127 | 2016 |
| Stochastic variational deep kernel learning AG Wilson, Z Hu, R Salakhutdinov, EP Xing arXiv preprint arXiv:1611.00336, 2016 | 126 | 2016 |
| On unifying deep generative models Z Hu, Z Yang, R Salakhutdinov, EP Xing The Sixth International Conference on Learning Representations, 2018, 2017 | 93 | 2017 |
| Neural memory streaming recommender networks with adversarial training Q Wang, H Yin, Z Hu, D Lian, H Wang, Z Huang Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 72 | 2018 |
| Learning scalable deep kernels with recurrent structure M Al-Shedivat, AG Wilson, Y Saatchi, Z Hu, EP Xing The Journal of Machine Learning Research 18 (1), 2850-2886, 2017 | 72 | 2017 |
| Towards automated ICD coding using deep learning H Shi, P Xie, Z Hu, M Zhang, EP Xing arXiv preprint arXiv:1711.04075, 2017 | 70 | 2017 |
| Hybrid retrieval-generation reinforced agent for medical image report generation CY Li, X Liang, Z Hu, EP Xing arXiv preprint arXiv:1805.08298, 2018 | 63 | 2018 |
| Adversarial connective-exploiting networks for implicit discourse relation classification L Qin, Z Zhang, H Zhao, Z Hu, EP Xing arXiv preprint arXiv:1704.00217, 2017 | 63 | 2017 |
Eric XingProfessor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon UniversityVerified email at cs.cmu.edu
