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Jiaxuan You
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Year
Hierarchical graph representation learning with differentiable pooling
Z Ying, J You, C Morris, X Ren, W Hamilton, J Leskovec
Advances in Neural Information Processing Systems (NeurIPS 2018), 2018
1219*2018
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation
J You, B Liu, R Ying, V Pande, J Leskovec
Advances in Neural Information Processing Systems (NeurIPS 2018), 2018
5832018
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
J You, R Ying, X Ren, WL Hamilton, J Leskovec
International Conference on Machine Learning (ICML 2018), 2018
5582018
GNNExplainer: Generating explanations for graph neural networks
Z Ying, D Bourgeois, J You, M Zitnik, J Leskovec
Advances in Neural Information Processing Systems (NeurIPS 2019), 2019
451*2019
Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data.
J You, X Li, M Low, D Lobell, S Ermon
AAAI Conference on Artificial Intelligence (AAAI 2017), 2017
3452017
On the opportunities and risks of foundation models
R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ...
arXiv preprint arXiv:2108.07258, 2021
2472021
Position-aware Graph Neural Networks
J You, R Ying, J Leskovec
International Conference on Machine Learning (ICML 2019), 2019
2462019
Design space for graph neural networks
J You, Z Ying, J Leskovec
Advances in Neural Information Processing Systems (NeurIPS 2020), 2020
912020
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems
J You, Y Wang, A Pal, P Eksombatchai, C Rosenburg, J Leskovec
The Web Conference 2019 (WWW 2019), 2019
682019
Graph Structure of Neural Networks
J You, J Leskovec, K He, S Xie
International Conference on Machine Learning (ICML 2020), 2020
652020
Identity-aware Graph Neural Networks
J You, J Gomes-Selman, R Ying, J Leskovec
AAAI Conference on Artificial Intelligence (AAAI 2021), 2021
462021
Handling Missing Data with Graph Representation Learning
J You, X Ma, DY Ding, M Kochenderfer, J Leskovec
Advances in Neural Information Processing Systems (NeurIPS 2020), 2020
412020
Redundancy-Free Computation for Graph Neural Networks
Z Jia, S Lin, R Ying, J You, A Porter, J Leskovec, A Aiken
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2020), 0
35*
G2SAT: Learning to Generate SAT Formulas
J You, H Wu, C Barrett, R Ramanujan, J Leskovec
Advances in Neural Information Processing Systems (NeurIPS 2019), 2019
192019
Neural Subgraph Matching
Z Ying, A Wang, J You, C Wen, A Canedo, J Leskovec
9*2020
Inductive learning on commonsense knowledge graph completion
B Wang, G Wang, J Huang, J You, J Leskovec, CCJ Kuo
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
72021
Travel modal choice analysis for traffic corridors based on decision-theoretic approaches
W Guo, Y Zhang, J You, J Hu, X Pei
Journal of Central South University 23 (11), 3028-3039, 2016
32016
AdaGrid: Adaptive Grid Search for Link Prediction Training Objective
T Poštuvan, J You, M Banaei, R Lebret, J Leskovec
arXiv preprint arXiv:2203.16162, 2022
2022
Relational Multi-Task Learning: Modeling Relations between Data and Tasks
K Cao, J You, J Leskovec
International Conference on Learning Representations (ICLR 2022), 2021
2021
Empowering Deep Learning with Graphs
J You
Ph.D. Thesis, Stanford University, 2021
2021
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Articles 1–20