Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing

Xinyan Zhang; Xiaobeng Feng; Xiujuan Xu; Rongxuan Zhao; Peng Zhang; Jinghua Lian

Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing

Xinyan Zhang, Xiaobeng Feng, Xiujuan Xu, Rongxuan Zhao, Peng Zhang, Jinghua Lian

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Anthology ID:: 2025.agentscen-1.1
Volume:: Proceedings of the 2nd Workshop on Agent AI for Scenario Planning
Month:: 16 August
Year:: 2025
Address:: Montreal, Canada
Editors:: Chung-Chi Chen, Tatsuya Ishigaki, Sophia Ananiadou, Hiroya Takamura
Venues:: AgentScen | WS
SIG:
Publisher:: -
Note:
Pages:: 1–17
Language:
URL:: https://aclanthology.org/2025.agentscen-1.1/
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Cite (ACL):: Xinyan Zhang, Xiaobeng Feng, Xiujuan Xu, Rongxuan Zhao, Peng Zhang, and Jinghua Lian. 2025. Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing. In Proceedings of the 2nd Workshop on Agent AI for Scenario Planning, pages 1–17, Montreal, Canada. -.
Cite (Informal):: Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing (Zhang et al., AgentScen 2025)
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PDF:: https://aclanthology.org/2025.agentscen-1.1.pdf

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@inproceedings{zhang-etal-2025-multi-scale,
    title = "Multi-Scale Temporal Scenario Planning for Financial Networks: A {GNN} Approach to Stress Testing",
    author = "Zhang, Xinyan  and
      Feng, Xiaobeng  and
      Xu, Xiujuan  and
      Zhao, Rongxuan  and
      Zhang, Peng  and
      Lian, Jinghua",
    editor = "Chen, Chung-Chi  and
      Ishigaki, Tatsuya  and
      Ananiadou, Sophia  and
      Takamura, Hiroya",
    booktitle = "Proceedings of the 2nd Workshop on Agent AI for Scenario Planning",
    month = "16 " # aug,
    year = "2025",
    address = "Montreal, Canada",
    publisher = "-",
    url = "https://aclanthology.org/2025.agentscen-1.1/",
    pages = "1--17"
}

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%0 Conference Proceedings
%T Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing
%A Zhang, Xinyan
%A Feng, Xiaobeng
%A Xu, Xiujuan
%A Zhao, Rongxuan
%A Zhang, Peng
%A Lian, Jinghua
%Y Chen, Chung-Chi
%Y Ishigaki, Tatsuya
%Y Ananiadou, Sophia
%Y Takamura, Hiroya
%S Proceedings of the 2nd Workshop on Agent AI for Scenario Planning
%D 2025
%8 16 aug
%I -
%C Montreal, Canada
%F zhang-etal-2025-multi-scale
%U https://aclanthology.org/2025.agentscen-1.1/
%P 1-17

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Markdown (Informal)

[Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing](https://aclanthology.org/2025.agentscen-1.1/) (Zhang et al., AgentScen 2025)

Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing (Zhang et al., AgentScen 2025)

ACL

Xinyan Zhang, Xiaobeng Feng, Xiujuan Xu, Rongxuan Zhao, Peng Zhang, and Jinghua Lian. 2025. Multi-Scale Temporal Scenario Planning for Financial Networks: A GNN Approach to Stress Testing. In Proceedings of the 2nd Workshop on Agent AI for Scenario Planning, pages 1–17, Montreal, Canada. -.