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Career

· 4.0/4.0, Stanford University2017–2021

Publications (58)

On the Opportunities and Risks of Foundation Models
arXiv.org · 2021
5,795
cited
Hierarchical Graph Representation Learning with Differentiable Pooling
Neural Information Processing Systems · 2018
2,388
cited
GNNExplainer: Generating Explanations for Graph Neural Networks
Neural Information Processing Systems · 2019
1,675
cited
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation
Neural Information Processing Systems · 2018
976
cited
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
International Conference on Machine Learning · 2018
957
cited
Position-aware Graph Neural Networks
International Conference on Machine Learning · 2019
557
cited
Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data
AAAI Conference on Artificial Intelligence · 2017
540
cited
Design Space for Graph Neural Networks
Neural Information Processing Systems · 2020
367
cited
Identity-aware Graph Neural Networks
AAAI Conference on Artificial Intelligence · 2021
292
cited
ROLAND: Graph Learning Framework for Dynamic Graphs
Knowledge Discovery and Data Mining · 2022
236
cited
Handling Missing Data with Graph Representation Learning
Neural Information Processing Systems · 2020
235
cited
Graph Structure of Neural Networks
International Conference on Machine Learning · 2020
163
cited
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems
The Web Conference · 2019
138
cited
Neural Subgraph Matching
arXiv.org · 2020
116
cited
GNN Explainer: A Tool for Post-hoc Explanation of Graph Neural Networks
arXiv.org · 2019
111
cited
GraphRNN: A Deep Generative Model for Graphs
International Conference on Machine Learning · 2018
107
cited
Redundancy-Free Computation for Graph Neural Networks
Knowledge Discovery and Data Mining · 2020
80
cited
Relational Deep Learning: Graph Representation Learning on Relational Databases
arXiv.org · 2023
50
cited
Inductive Learning on Commonsense Knowledge Graph Completion
IEEE International Joint Conference on Neural Network · 2020
46
cited
Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
2025
42
cited
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