119 citations · 119 across the 2 of their papers we have counts for
4 papers
Cross-modal Image Retrieval with Deep Mutual Information Maximization
Chunbin Gu, Jiajun Bu, Xixi Zhou +4
In this paper, we study the cross-modal image retrieval, where the inputs contain a source image plus some text that describes certain modifications to this image and the desired i…
Matching Text with Deep Mutual Information Estimation
Xixi Zhou, Chengxi Li, Jiajun Bu +4
Text matching is a core natural language processing research problem. How to retain sufficient information on both content and structure information is one important challenge. In…
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification
Ning Ma, Jiajun Bu, Jieyu Yang +5
Graph classification aims to extract accurate information from graph-structured data for classification and is becoming more and more important in graph learning community. Althoug…
Hierarchical Graph Pooling with Structure Learning
Zhen Zhang, Jiajun Bu, Martin Ester +4
Graph Neural Networks (GNNs), which generalize deep neural networks to graph-structured data, have drawn considerable attention and achieved state-of-the-art performance in numerou…