T-GCN

Author:

Huan Chengying1,Song Shuaiwen Leon2,Liu Yongchao3,Zhang Heng4,Liu Hang5,He Charles3,Chen Kang6,Jiang Jinlei6,Wu Yongwei6

Affiliation:

1. Tsinghua University and Baihai Technology Inc.

2. University of Sydney

3. Ant Group

4. Chinese Academy of Sciences

5. Stevens Institute of Technology

6. Tsinghua University

Funder

Natural Science Foundation of China

National Science Foundation CRII Award

University of Sydney Faculty Startup funding

Ant Group through Ant Research Intern Program

Australia Research Council (ARC) Discovery Project

National Key Research & Development Program of China

SOAR fellowship

CAREER Award

Publisher

ACM

Reference52 articles.

1. Joan Bruna , Wojciech Zaremba , Arthur Szlam , and Yann LeCun . 2014. Spectral Networks and Locally Connected Networks on Graphs . In 2nd International Conference on Learning Representations, ICLR 2014 , Banff, AB , Canada, April 14--16, 2014, Conference Track Proceedings, Yoshua Bengio and Yann LeCun (Eds .). http://arxiv.org/abs/1312.6203 Joan Bruna, Wojciech Zaremba, Arthur Szlam, and Yann LeCun. 2014. Spectral Networks and Locally Connected Networks on Graphs. In 2nd International Conference on Learning Representations, ICLR 2014, Banff, AB, Canada, April 14--16, 2014, Conference Track Proceedings, Yoshua Bengio and Yann LeCun (Eds.). http://arxiv.org/abs/1312.6203

2. Jie Chen , Tengfei Ma , and Cao Xiao . 2018. FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling . In 6th International Conference on Learning Representations, ICLR 2018 , Vancouver, BC , Canada, April 30 -- May 3, 2018, Conference Track Proceedings. OpenReview .net. https://openreview.net/forum?id=rytstxWAW Jie Chen, Tengfei Ma, and Cao Xiao. 2018. FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling. In 6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 -- May 3, 2018, Conference Track Proceedings. OpenReview.net. https://openreview.net/forum?id=rytstxWAW

3. Jianfei Chen , Jun Zhu , and Le Song . 2018 . Stochastic Training of Graph Convolutional Networks with Variance Reduction . In Proceedings of the 35th International Conference on Machine Learning (Proceedings of Machine Learning Research , Vol. 80), Jennifer Dy and Andreas Krause (Eds.). PMLR, Stockholmsmässan, Stockholm Sweden, 942-- 950 . Jianfei Chen, Jun Zhu, and Le Song. 2018. Stochastic Training of Graph Convolutional Networks with Variance Reduction. In Proceedings of the 35th International Conference on Machine Learning (Proceedings of Machine Learning Research, Vol. 80), Jennifer Dy and Andreas Krause (Eds.). PMLR, Stockholmsmässan, Stockholm Sweden, 942--950.

4. Cluster-GCN

5. On the Properties of Neural Machine Translation: Encoder–Decoder Approaches

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