Jiaxuan You
University of Illinois Urbana-Champaign(US)
Publications by Year
Research Areas
Advanced Graph Neural Networks, Topic Modeling, Graph Theory and Algorithms, Recommender Systems and Techniques, Multimodal Machine Learning Applications
Most-Cited Works
- Hierarchical graph representation learning with differentiable pooling(2018)
- → GNNExplainer: Generating Explanations for Graph Neural Networks(2019)692 cited
- → Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data(2017)516 cited
- → Graph Convolutional Policy Network for Goal-Directed Molecular Graph\n Generation(2018)445 cited
- GNNExplainer: Generating Explanations for Graph Neural Networks.(2019)
- → GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models(2018)318 cited
- → Design Space for Graph Neural Networks(2020)159 cited