Yang Liu

Artificial Intelligence · with Du · 2019

A researcher in the Science corpus: 1 paper; trusts 1 researcher and is trusted by 3 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 10 citations into it
• Graph Learning — 6 citations into it

Whom Yang Liu trusts

Their strongest outbound trust, strongest first, inferred from their citations.

1. Marc Brockschmidt (in Artificial Intelligence)

Who trusts Yang Liu

1. Shaohua Wang (in Information Systems)
2. Yi Li (in Information Systems)
3. Tien Nhut Nguyen (in Information Systems)

Papers from Yang Liu's perspective

Ordered by how strongly the researchers Yang Liu trusts endorse each paper. Same corpus, a different order for every researcher.

1. Gated Graph Sequence Neural Networks
2. Practical Bayesian Optimization of Machine Learning Algorithms
3. Graph Attention Networks (International Conference on Learning Representations)
4. Discriminative Embeddings of Latent Variable Models for Structured Data
5. Learning to Represent Programs with Graphs
6. Modeling Relational Data with Graph Convolutional Networks
7. Hierarchical Attention Networks for Document Classification
8. Hierarchical Graph Representation Learning with Differentiable Pooling
9. Steelix: program-state based binary fuzzing (ESEC/SIGSOFT FSE)
10. An End-to-End Deep Learning Architecture for Graph Classification

Their papers

• Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks (2019) — 1,186 citations