Zhen Zhang

Ph.D in Computer Science


Zhen Zhang is currently a Postdoctoral Researcher at the University of Adelaide, working with Prof. Qinfeng (Javen) Shi. Previously, he was a postdoctoral research fellow in the Department of Computer Science at the National University of Singapore under the supervision of Prof. Lee Wee Sun. He received a PhD in Computer Science from Northwestern Polytechnical University (Xi’an, China) under the supervision of Prof. Yanning Zhang. During Nov. 2012 to Dec. 2014, he was a visiting student at Australian Centre for Visual Technologies, University of Adelaide, under the supervision of Prof. Anton van den Hengel and Prof. Qinfeng (Javen) Shi. He completed his bachelor degree in Computer Science in 2010 at School of Computer Science and Engineering, Northwestern Polytechnical University, Xi’an, China, working with Prof. Yanning Zhang and Dr. Zhonghua Fu.


  • Machine Learning
  • Computer Vision


  • PhD in Computer Science, 2017

    Northwestern Polytechnical University

  • BSc in Computer Science, 2010

    Northwestern Polytechnical University


Memory-augmented Dynamic Neural Relational Inference
Learning Deep Gradient Descent Optimization for Image Deconvolution
Deep Graphical Feature Learning for the Feature Matching Problem
Convolutional Sequence to Sequence Model for Human Dynamics
Dynamic Programming Bipartite Belief Propagation For Hyper Graph Matching
Pairwise Matching through Max-Weight Bipartite Belief Propagation
Joint Probabilistic Matching Using m-Best Solutions


Factor Graph Neural Network

Abstract Most of the successful deep neural network architectures are structured, often consisting of elements like convolutional …

Graph Matching through Max-Weight Bipartite Belief Propagation

Abstract Graph matching is a key problem in computer vision and pattern recognition. One way to encode the essential interdependence …