Qianqian Xie is a Ph.D candidate in School of Computer Science at Wuhan University, Wuhan, China. She received her bachelors degrees from Jiangxi Normal University. Her current research focus areas include natural language processing, machine learning and deep learning.
Education
- Ph.D. in Computer Software and Theory, Wuhan University, 2014 - 2019 (expected)
- B.S. in Computer Science and Technology, Jiangxi Normal University, 2010 - 2014
Publications
Cluster-aware Manifold Regularization for Semi-supervised Learning with Triple Generative Adversarial Nets
Xie Q, Peng M*, Huang J, et al.
In Prepare.
Semi-supervised Deep Generative Models with Manifold Regularization
Xie Q, Peng M*, Huang J, et al.
Under review.
Neural Variational Inference for Sparse Topic Model
Xie Q, Peng M*, Zhang Y, et al.
Under review.
Bayesian Sparse Topical Coding
Peng M*, Xie Q, Wang H, et al.
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2018.
Neural Sparse Topical Coding
Peng M*, Xie Q, Zhang Y, et al.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL), 2018
Topic-Net conversation model
Peng M*, Cheng D, Xie Q, et al.
International Conference on Web Information Systems Engineering (WISE), 2018
Block Bayesian Sparse Topical Coding
Peng M*, Shi H, Xie Q, et al.
International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2018
Knowledge representation learning for joint structural and textual embedding via Attention-based CNN
Peng M*, Yao Y, Xie Q, et al.
The Seventeenth China National Conference on Computational Linguistics (CCL), 2018
Parallelization of massive textstream compression based on compressed sensing
Peng M*, Gao W, Wang H, Zhang Y, Huang J, Xie Q, et al.
ACM Transactions on Information Systems (TOIS), 2017
Sparse Topical Coding with Sparse Groups
Peng M*, Xie Q, Huang J, et al.
International Conference on Web-Age Information Management (WAIM), 2016
KPCA-WT: An Efficient Framework for High Quality Microblog Extraction in Time-Frequency Domain
Peng M*, Dai X, Zhang K, Zen G, Zhu J, Ouyang S, Xie Q, et al.
International Conference on Web-Age Information Management (WAIM), 2016
面向社交媒体文本的话题检测与追踪技术研究综述
彭敏*, 官宸宇, 朱佳晖, 谢倩倩, 黄佳佳, 黄济民, 等.
武汉大学学报 (理学版), 2016
* Min Peng is my supervisor