Guoqing Zheng

zheng # microsoft.com
Microsoft Research

Intro

Recently I joined Microsoft Research as a Scientist.

I completed my PhD in Language Technologies Institute of School of Computer Science at Carnegie Mellon University in fall 2018, working with Professor Yiming Yang and Professor Jaime Carbonell. I obtained M.S. in Language Technologies from LTI in 2014, advised by Professor Jamie Callan. Prior to CMU, I received M.E. and B.E. in Computer Science from Shanghai Jiao Tong University in 2012 and 2009, respectively.

Research Interests

I am interested in various areas of statistical machine learning, optimization and deep learning, especially on applying statistical, neural and optimization techniques to capture, model and solve large-scale real world problems. Currently I am working on probablistic inference with stochastic deep neural nets.

Publications

Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data [pdf]
Guokun Lai, Bohan Li, Guoqing Zheng, Yiming Yang.
ICML 2018 Workshop on Theoretical Foundations and Applications of Deep Generative Models
Convolutional Normalizing Flows [pdf]
Guoqing Zheng, Yiming Yang, Jaime Carbonell.
ICML 2018 Workshop on Theoretical Foundations and Applications of Deep Generative Models
Asymmetric Variational Autoencoders [pdf]
Guoqing Zheng, Yiming Yang, Jaime Carbonell.
ICML 2018 Workshop on Theoretical Foundations and Applications of Deep Generative Models
Efficient Shift-Invariant Dictionary Learning [pdf] [code]
Guoqing Zheng, Yiming Yang, Jaime Carbonell.
The 22nd ACM SIGKDD Conference (KDD 2016), San Francisco, CA.
Learning to Reweight Terms with Distributed Representations [pdf] [slides] [code]
Guoqing Zheng, Jamie Callan.
The 38th Annual ACM SIGIR Conference (SIGIR 2015), Santiago, Chile.
Probabilistic Text Modeling with Orthogonalized Topics [pdf]
Enpeng Yao, Guoqing Zheng, Ou Jin, Shenghua Bao, Kailong Chen, Zhong Su, Yong Yu.
The 37th Annual ACM SIGIR Conference (SIGIR 2014), Gold Coast, Queensland, Australia.
Collaborative Personalized Tweet Recommendation [pdf]
Kailong Chen, Tianqi Chen, Guoqing Zheng, Ou Jin, Enpeng Yao, Yong Yu.
The 35th Annual ACM SIGIR Conference (SIGIR 2012), Portland, Oregon, USA.
News Comments Generation via Mining MicroBlogs [pdf]
Xuezhi Cao, Kailong Chen, Rui Long, Guoqing Zheng, Yong Yu.
The 21st International Conference Companion on World Wide Web (WWW 2012 Companion).
MSRA at TAC 2011: Entity Linking [pdf]
Yunbo Cao, Chin-Yew Lin, Guoqing Zheng.
Text Analysis Conference (TAC), 2011.
Mining Topics on Participations for Community Discovery [pdf]
Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu.
The 34th Annual ACM SIGIR Conference (SIGIR 2011), Beijing, China.
A Topical Link Model for Community Discovery in Textual Interaction Graph [pdf]
Guoqing Zheng, Jinwen Guo, Lichun Yang, Shengliang Xu, Shenghua Bao, Zhong Su, Dingyi Han, Yong Yu.
The 19th ACM CIKM Conference (CIKM 2010), Toronto, Canada.