DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models

Author:

Wen Haomin1ORCID,Lin Youfang2ORCID,Xia Yutong3ORCID,Wan Huaiyu1ORCID,Wen Qingsong4ORCID,Zimmermann Roger3ORCID,Liang Yuxuan5ORCID

Affiliation:

1. Beijing Jiaotong University - China;, Beijing, China

2. Beijing Jiaotong University - Beijing - China, Beijing, China

3. School of Computing - National University of Singapore - Singapore, Singapore, Singapore

4. DAMO Academy - Alibaba Group, Hangzhou, China

5. Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

Funder

Guangzhou Municiple Science and Technology Project

Publisher

ACM

Reference54 articles.

1. Shaojie Bai , J Zico Kolter , and Vladlen Koltun . 2018. An empirical evaluation of generic convolutional and recurrent networks for sequence modeling. arXiv preprint arXiv:1803.01271 ( 2018 ). Shaojie Bai, J Zico Kolter, and Vladlen Koltun. 2018. An empirical evaluation of generic convolutional and recurrent networks for sequence modeling. arXiv preprint arXiv:1803.01271 (2018).

2. Ping Chang , Huayu Li , Stuart F Quan , Janet Roveda , and Ao Li . 2023 . TDSTF: Transformer-based Diffusion probabilistic model for Sparse Time series Forecasting. arXiv preprint arXiv:2301.06625 (2023). Ping Chang, Huayu Li, Stuart F Quan, Janet Roveda, and Ao Li. 2023. TDSTF: Transformer-based Diffusion probabilistic model for Sparse Time series Forecasting. arXiv preprint arXiv:2301.06625 (2023).

3. Zhengping Che , Sanjay Purushotham , Kyunghyun Cho , David Sontag , and Yan Liu . 2018. Recurrent neural networks for multivariate time series with missing values. Scientific reports 8, 1 ( 2018 ), 6085. Zhengping Che, Sanjay Purushotham, Kyunghyun Cho, David Sontag, and Yan Liu. 2018. Recurrent neural networks for multivariate time series with missing values. Scientific reports 8, 1 (2018), 6085.

4. Nanxin Chen , Yu Zhang , Heiga Zen , Ron J Weiss , Mohammad Norouzi , and William Chan . 2020 . WaveGrad: Estimating Gradients for Waveform Generation. In International Conference on Learning Representations. Nanxin Chen, Yu Zhang, Heiga Zen, Ron J Weiss, Mohammad Norouzi, and William Chan. 2020. WaveGrad: Estimating Gradients for Waveform Generation. In International Conference on Learning Representations.

5. Weiqi Chen Wenwei Wang Bingqing Peng Qingsong Wen Tian Zhou and Liang Sun. 2022. Learning to rotate: Quaternion transformer for complicated periodical time series forecasting. In KDD. 146--156. Weiqi Chen Wenwei Wang Bingqing Peng Qingsong Wen Tian Zhou and Liang Sun. 2022. Learning to rotate: Quaternion transformer for complicated periodical time series forecasting. In KDD. 146--156.

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. Enhancing framelet GCNs with generalized p-Laplacian regularization;International Journal of Machine Learning and Cybernetics;2023-10-20

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