| DAGs with no tears: Continuous optimization for structure learning X Zheng, B Aragam, PK Ravikumar, EP Xing Advances in Neural Information Processing Systems, 9472-9483, 2018 | 665 | 2018 |
| Lightlda: Big topic models on modest computer clusters J Yuan, F Gao, Q Ho, W Dai, J Wei, X Zheng, EP Xing, TY Liu, WY Ma Proceedings of the 24th International Conference on World Wide Web, 1351-1361, 2015 | 234 | 2015 |
| Learning Sparse Nonparametric DAGs X Zheng, C Dan, B Aragam, P Ravikumar, E Xing International Conference on Artificial Intelligence and Statistics, 3414-3425, 2020 | 211 | 2020 |
| On model parallelization and scheduling strategies for distributed machine learning S Lee, JK Kim, X Zheng, Q Ho, GA Gibson, EP Xing Advances in neural information processing systems, 2834-2842, 2014 | 157 | 2014 |
| STRADS: a distributed framework for scheduled model parallel machine learning JK Kim, Q Ho, S Lee, X Zheng, W Dai, GA Gibson, EP Xing Proceedings of the Eleventh European Conference on Computer Systems, 1-16, 2016 | 104 | 2016 |
| Scalable inference for logistic-normal topic models J Chen, J Zhu, Z Wang, X Zheng, B Zhang Advances in Neural Information Processing Systems, 2445-2453, 2013 | 90 | 2013 |
| State space LSTM models with particle MCMC inference X Zheng, M Zaheer, A Ahmed, Y Wang, EP Xing, AJ Smola arXiv preprint arXiv:1711.11179, 2017 | 52 | 2017 |
| Minimizing nonconvex non-separable functions Y Yu, X Zheng, M Marchetti-Bowick, E Xing Artificial Intelligence and Statistics, 1107-1115, 2015 | 30 | 2015 |
| SimClusters: Community-Based Representations for Heterogeneous Recommendations at Twitter V Satuluri, Y Wu, X Zheng, Y Qian, B Wichers, Q Dai, GM Tang, J Jiang, ... Proceedings of the 26th ACM SIGKDD International Conference on Knowledge
, 2020 | 26 | 2020 |
| Scalable inference in max-margin topic models J Zhu, X Zheng, L Zhou, B Zhang Proceedings of the 19th ACM SIGKDD international conference on Knowledge
, 2013 | 19 | 2013 |
| Linear time samplers for supervised topic models using compositional proposals X Zheng, Y Yu, EP Xing Proceedings of the 21th ACM SIGKDD International Conference on Knowledge
, 2015 | 7 | 2015 |
