Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling

Author:

Zhang Siwei1ORCID,Chen Xi1ORCID,Xiong Yun1ORCID,Wu Xixi1ORCID,Zhang Yao1ORCID,Fu Yongrui1ORCID,Zhao Yinglong2ORCID,Zhang Jiawei3ORCID

Affiliation:

1. Shanghai Key Laboratory of Data Science, School of Computer Science, Fudan University, Shanghai, China

2. Ant Group, Shanghai, China

3. IFM Lab, Department of Computer Science, University of California, Davis, Davis, CA, USA

Funder

National Natural Science Foundation of China Projects

NSF (National Science Foundation)

Shanghai Science and Technology Development Fund

Publisher

ACM

Reference47 articles.

1. Yoshua Bengio, Nicholas Léonard, and Aaron Courville. 2013. Estimating or propagating gradients through stochastic neurons for conditional computation. arXiv preprint arXiv:1308.3432 (2013).

2. Víctor Campos, Brendan Jou, Xavier Giró-i Nieto, Jordi Torres, and Shih-Fu Chang. 2017. Skip rnn: Learning to skip state updates in recurrent neural networks. arXiv preprint arXiv:1708.06834 (2017).

3. Xi Chen, Yongxiang Liao, Yun Xiong, Yao Zhang, Siwei Zhang, Jiawei Zhang, and Yiheng Sun. 2023. SPEED: Streaming Partition and Parallel Acceleration for Temporal Interaction Graph Embedding. arXiv preprint arXiv:2308.14129 (2023).

4. Xi Chen, Siwei Zhang, Yun Xiong, Xixi Wu, Jiawei Zhang, Xiangguo Sun, Yao Zhang, Yinglong Zhao, and Yulin Kang. 2024. Prompt Learning on Temporal Interaction Graphs. arXiv preprint arXiv:2402.06326 (2024).

5. 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? arXiv preprint arXiv:2302.11636 (2023).

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