Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction

Author:

Li Ce1ORCID,Hong Rongpei2ORCID,Xu Xovee2ORCID,Trajcevski Goce1ORCID,Zhou Fan3ORCID

Affiliation:

1. Iowa State University, Ames, IA, USA

2. University of Electronic Science and Technology of China, Chengdu, China

3. University of Electronic Science and Technology of China & Kash Institute of Electronics and Information Industry, Chengdu, China

Funder

National Science Foundation

National Natural Science Foundation of China

Natural Science Foundation of Sichuan Province

Publisher

ACM

Reference45 articles.

1. Jimmy Lei Ba , Jamie Ryan Kiros, and Geoffrey E Hinton . 2016 . Layer normalization. arXiv preprint arXiv:1607.06450 (2016). Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer normalization. arXiv preprint arXiv:1607.06450 (2016).

2. Ranran Bian , Yun Sing Koh , Gillian Dobbie, and Anna Divoli. 2019 . Network Embedding and Change Modeling in Dynamic Heterogeneous Networks. In SIGIR. 861--864. Ranran Bian, Yun Sing Koh, Gillian Dobbie, and Anna Divoli. 2019. Network Embedding and Change Modeling in Dynamic Heterogeneous Networks. In SIGIR. 861--864.

3. Weilin Cong Si Zhang Jian Kang Baichuan Yuan Hao Wu Xin Zhou Hanghang Tong and Mehrdad Mahdavi. 2023. Do We Really Need Complicated Model Architectures For Temporal Networks?. In ICLR. Weilin Cong Si Zhang Jian Kang Baichuan Yuan Hao Wu Xin Zhou Hanghang Tong and Mehrdad Mahdavi. 2023. Do We Really Need Complicated Model Architectures For Temporal Networks?. In ICLR.

4. Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly Jakob Uszkoreit and Neil Houlsby. 2021. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. In ICLR. Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai Thomas Unterthiner Mostafa Dehghani Matthias Minderer Georg Heigold Sylvain Gelly Jakob Uszkoreit and Neil Houlsby. 2021. An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale. In ICLR.

5. Yujie Fan Mingxuan Ju Shifu Hou Yanfang Ye Wenqiang Wan Kui Wang Yinming Mei and Qi Xiong. 2021. Heterogeneous Temporal Graph Transformer: An Intelligent System for Evolving Android Malware Detection. In KDD. 2831--2839. Yujie Fan Mingxuan Ju Shifu Hou Yanfang Ye Wenqiang Wan Kui Wang Yinming Mei and Qi Xiong. 2021. Heterogeneous Temporal Graph Transformer: An Intelligent System for Evolving Android Malware Detection. In KDD. 2831--2839.

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