Latent Diffusion-based Data Augmentation for Continuous-Time Dynamic Graph Model

Author:

Tian Yuxing1ORCID,Jiang Aiwen2ORCID,Huang Qi2ORCID,Guo Jian1ORCID,Qi Yiyan1ORCID

Affiliation:

1. International Digital Economy Academy, IDEA Research, Shenzhen, China

2. Jiangxi Normal University, Nanchang, China

Publisher

ACM

Reference48 articles.

1. Tanya Y. Berger-Wolf and Jared Saia. 2006. A Framework for Analysis of Dynamic Social Networks. In Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Philadelphia, PA, USA) (KDD '06). Association for Computing Machinery, New York, NY, USA, 523--528.

2. Continuous-Time Dynamic Graph Learning via Neural Interaction Processes

3. Nan Chen, Zemin Liu, Bryan Hooi, Bingsheng He, Rizal Fathony, Jun Hu, and Jia Chen. 2024. Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision. In The Twelfth International Conference on Learning Representations.

4. Xiaohui Chen Yukun Li Aonan Zhang and Li-Ping Liu. 2023. NVDiff: Graph Generation through the Diffusion of Node Vectors. arXiv:2211.10794 [cs.LG]

5. Weilin Cong, Si Zhang, Jian Kang, Baichuan Yuan, HaoWu, Xin Zhou, Hanghang Tong, and Mehrdad Mahdavi. 2023. Do We Really Need Complicated Model Architectures For Temporal Networks? arXiv:2302.11636 (2023).

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3