Graph Neural Networks Based Memory Inefficiency Detection Using Selective Sampling

Author:

Li Pengcheng1,Guo Yixin2,Luo Yingwei2,Wang Xiaolin2,Wang Zhenlin3,Liu Xu4

Affiliation:

1. TikTok Inc.,CA,USA

2. Peking University,Beijing,China

3. Michigan Technological University,Houghton,MI,USA

4. North Carolina State University,Raleigh,NC,USA

Publisher

IEEE

Reference63 articles.

1. Learning memory access patterns;hashemi;Proceedings of the 35th International Conference on Machine Learning ser Proceedings of Machine Learning Research,2018

2. Dynamic neural program embeddings for program repair;wang;International Conference on Learning Representations,2018

3. Dynamic branch prediction with perceptrons

4. Exploring GNN based program embedding technologies for binary related tasks

5. Gated graph sequence neural networks;li;Proceedings of ICLR’,2016

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