MGNN: Graph Neural Networks Inspired by Distance Geometry Problem

Author:

Cui Guanyu1ORCID,Wei Zhewei1ORCID

Affiliation:

1. Renmin University of China, Beijing, China

Funder

Engineering Research Center of Next-Generation Intelligent Search and Recommendation, Ministry of Education

Beijing Outstanding Young Scientist Program

Intelligent Social Governance Interdisciplinary Platform, Major Innovation & Planning Interdisciplinary Platform for the ?Double-First Class? Initiative, Public Policy and Decision-making Research Lab, Public Computing Cloud, Renmin University of China

Beijing Natural Science Foundation

Huawei-Renmin University joint program on Information Retrieval

National Natural Science Foundation of China

the major key project of PCL

Alibaba Group through Alibaba Innovative Research Program

Publisher

ACM

Reference64 articles.

1. Abdo Y Alfakih . 2007. On dimensional rigidity of bar-and-joint frameworks. Discrete applied mathematics , Vol. 155 , 10 ( 2007 ), 1244--1253. Abdo Y Alfakih. 2007. On dimensional rigidity of bar-and-joint frameworks. Discrete applied mathematics, Vol. 155, 10 (2007), 1244--1253.

2. Analyzing Fluctuation Properties in Protein Elastic Networks with Sequence-Specific and Distance-Dependent Interactions

3. Muhammet Balcilar , Guillaume Renton , Pierre Héroux , Benoit Gaüzè re, Sébastien Adam , and Paul Honeine . 2021 . Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective . In 9th International Conference on Learning Representations, ICLR 2021 , Virtual Event, Austria , May 3-7, 2021. OpenReview.net. https://openreview.net/forum?id=-qh0M9XWxnv Muhammet Balcilar, Guillaume Renton, Pierre Héroux, Benoit Gaüzè re, Sébastien Adam, and Paul Honeine. 2021. Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective. In 9th International Conference on Learning Representations, ICLR 2021, Virtual Event, Austria, May 3-7, 2021. OpenReview.net. https://openreview.net/forum?id=-qh0M9XWxnv

4. Semidefinite programming based algorithms for sensor network localization

5. Beyond Low-frequency Information in Graph Convolutional Networks

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