All Publications


  • Identity-aware Graph Neural Networks You, J., Gomes-Selman, J. M., Ying, R., Leskovec, J., Assoc Advancement Artificial Intelligence ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE. 2021: 10737-10745
  • G2SAT: Learning to Generate SAT Formulas You, J., Wu, H., Barrett, C., Ramanujan, R., Leskovec, J., Wallach, H., Larochelle, H., Beygelzimer, A., d'Alche-Buc, F., Fox, E., Garnett, R. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2019
  • Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems You, J., Wang, Y., Pal, A., Eksombatchai, P., Rosenberg, C., Leskovec, J., Assoc Comp Machinery ASSOC COMPUTING MACHINERY. 2019: 2236–46
  • GNNExplainer: Generating Explanations for Graph Neural Networks Ying, R., Bourgeois, D., You, J., Zitnik, M., Leskovec, J., Wallach, H., Larochelle, H., Beygelzimer, A., d'Alche-Buc, F., Fox, E., Garnett, R. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2019
  • Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation You, J., Liu, B., Ying, R., Pande, V., Leskovec, J., Bengio, S., Wallach, H., Larochelle, H., Grauman, K., CesaBianchi, N., Garnett, R. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2018
  • Hierarchical Graph Representation Learning with Differentiable Pooling Ying, R., You, J., Morris, C., Ren, X., Hamilton, W. L., Leskovec, J., Bengio, S., Wallach, H., Larochelle, H., Grauman, K., CesaBianchi, N., Garnett, R. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2018
  • GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models You, J., Ying, R., Ren, X., Hamilton, W. L., Leskovec, J., Dy, J., Krause, A. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2018
  • Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data You, J., Li, X., Low, M., Lobell, D., Ermon, S., AAAI ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE. 2017: 4559-4565
  • Travel modal choice analysis for traffic corridors based on decision-theoretic approaches JOURNAL OF CENTRAL SOUTH UNIVERSITY Guo Wei, Zhang Yi, You Jia-xuan, Hu Jian-ming, Pei Xin 2016; 23 (11): 3028-3039