TDNetGen: Empowering Complex Network Resilience Prediction with Generative Augmentation of Topology and Dynamics

Author:

Liu Chang1ORCID,Ding Jingtao1ORCID,Song Yiwen2ORCID,Li Yong1ORCID

Affiliation:

1. Department of Electronic Engineering, BNRist, Tsinghua University, Beijing, China

2. Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference60 articles.

1. Réka Albert and Albert-László Barabási. 2002. Statistical mechanics of complex networks. Reviews of modern physics, Vol. 74, 1 (2002), 47.

2. Warder Clyde Allee Orlando Park Alfred E Emerson Thomas Park Karl P Schmidt et al. 1949. Principles of animal ecology. Number Edn 1. WB Saundere Co. Ltd.

3. Uri Alon. 2019. An introduction to systems biology: design principles of biological circuits. CRC press.

4. Deep evidential regression;Amini Alexander;Advances in Neural Information Processing Systems,2020

5. Structured denoising diffusion models in discrete state-spaces;Austin Jacob;Advances in Neural Information Processing Systems,2021

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24

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