Curriculum Vitae

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Zhe Zeng

Education

• Candidate Ph.D. Student at StarAI Lab, Department of Computer Science, University of California, Los Angeles (UCLA), CA

  • Advisor: Guy Van den Broeck
  • Date: Sept. 2018 - Present

• Bachelor of Science in Mathematics with honors, Department of Mathematics, Chu Kochen Honors College, Zhejiang University, China

  • Date: Sept. 2014–Jul. 2018

• Visiting Undergraduate Researcher, at the Dartmouth Machine Learning Group, Department of Computer Science, Dartmouth College, NH

  • Advisor: Qiang Liu
  • Date: Jul. 2017 – Oct. 2017

• Exchange Student, Department of Mathematics, Ohio State University, OH

  • Date: Aug. 2016 – Dec. 2016

Publications

Structured Stein Variational Inference for Continuous Graphical Models

Wang, Dilin, Zhe Zeng, and Qiang Liu. "Stein Variational Message Passing for Continuous Graphical Models." International Conference on Machine Learning. 2018.

Efficient Search-based Weighted Model Integration

Zhe Zeng and Guy Van den Broeck. Efficient search-based weighted model integration. Proceedings of UAI, 2019.

Hybrid Probabilistic Inference with Logical Constraints: Tractability and Message Passing

Zeng, Zhe, et al. "Hybrid Probabilistic Inference with Logical Constraints: Tractability and Message-Passing." arXiv preprint arXiv:1909.09362 (2019).