Zhiting Hu
Zhiting Hu
PhD Student of Machine Learning Department, Carnegie Mellon University
Verified email at cs.cmu.edu - Homepage
TitleCited byYear
LCARS: a location-content-aware recommender system
H Yin, Y Sun, B Cui, Z Hu, L Chen
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
2772013
Toward controlled generation of text
Z Hu, Z Yang, X Liang, R Salakhutdinov, EP Xing
arXiv preprint arXiv:1703.00955, 2017
207*2017
Deep kernel learning
AG Wilson, Z Hu, R Salakhutdinov, EP Xing
Artificial Intelligence and Statistics, 370-378, 2016
1542016
Harnessing deep neural networks with logic rules
Z Hu, X Ma, Z Liu, E Hovy, E Xing
arXiv preprint arXiv:1603.06318, 2016
1512016
A temporal context-aware model for user behavior modeling in social media systems
H Yin, B Cui, L Chen, Z Hu, Z Huang
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
1172014
LCARS: A spatial item recommender system
H Yin, B Cui, Y Sun, Z Hu, L Chen
ACM Transactions on Information Systems (TOIS) 32 (3), 11, 2014
1022014
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), 10, 2015
962015
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
90*2017
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), 19, 2015
902015
Improved variational autoencoders for text modeling using dilated convolutions
Z Yang, Z Hu, R Salakhutdinov, T Berg-Kirkpatrick
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
882017
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
742016
Recurrent topic-transition gan for visual paragraph generation
X Liang, Z Hu, H Zhang, C Gan, EP Xing
Proceedings of the IEEE International Conference on Computer Vision, 3362-3371, 2017
662017
On unifying deep generative models
Z Hu, Z Yang, R Salakhutdinov, EP Xing
arXiv preprint arXiv:1706.00550, 2017
492017
Stochastic variational deep kernel learning
AG Wilson, Z Hu, RR Salakhutdinov, EP Xing
Advances in Neural Information Processing Systems, 2586-2594, 2016
472016
Community Level Diffusion Extraction.
Z Hu, J Yao, B Cui, EP Xing
SIGMOD Conference, 1555-1569, 2015
412015
Entity hierarchy embedding
Z Hu, P Huang, Y Deng, Y Gao, E Xing
Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015
312015
Learning scalable deep kernels with recurrent structure
M Al-Shedivat, AG Wilson, Y Saatchi, Z Hu, EP Xing
arXiv preprint arXiv:1610.08936, 2016
302016
Neural machine translation with recurrent attention modeling
Z Yang, Z Hu, Y Deng, C Dyer, A Smola
arXiv preprint arXiv:1607.05108, 2016
262016
Nonparametric variational auto-encoders for hierarchical representation learning
P Goyal, Z Hu, X Liang, C Wang, EP Xing
Proceedings of the IEEE International Conference on Computer Vision, 5094-5102, 2017
252017
Unsupervised text style transfer using language models as discriminators
Z Yang, Z Hu, C Dyer, EP Xing, T Berg-Kirkpatrick
Advances in Neural Information Processing Systems, 7287-7298, 2018
242018
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