@article{fromshallowtodeepcompositionalreasoning,
  title = {From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering},
  author = {Zihao Zhu},
  year = {2022},
  eprint = {2206.12533},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2206.12533v1},
}