Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification

Author:

Xie Beini1ORCID,Chang Heng1ORCID,Zhang Ziwei1ORCID,Zhang Zeyang1ORCID,Wu Simin2ORCID,Wang Xin3ORCID,Meng Yuan1ORCID,Zhu Wenwu3ORCID

Affiliation:

1. DCST, Tsinghua University, Beijing, China

2. Lanzhou University, Lanzhou, China

3. DCST, BNRist, Tsinghua University, Beijing, China

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Beijing Key Lab of Networked Multimedia

Beijing National Research Center For Information Science And Technology

Publisher

ACM

Reference63 articles.

1. Computing Graph Neural Networks: A Survey from Algorithms to Accelerators

2. Graph Neural Networks with Convolutional ARMA Filters

3. Multimodal Graph Neural Architecture Search under Distribution Shifts

4. Rongshen Cai, Qian Tao, Yufei Tang, and Min Shi. 2021. ALGNN: Auto-Designed Lightweight Graph Neural Network. In Pacific Rim International Conference on Artificial Intelligence. Springer, 500--512.

5. Rethinking Graph Neural Architecture Search from Message-passing

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