@proceedings{agentscen-2025-1,
    title = "Proceedings of the 2nd Workshop on Agent AI for Scenario Planning",
    editor = "Chen, Chung-Chi  and
      Ishigaki, Tatsuya  and
      Ananiadou, Sophia  and
      Takamura, Hiroya",
    month = "16 " # aug,
    year = "2025",
    address = "Montreal, Canada",
    publisher = "-",
    url = "https://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.0/"
}
@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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.1/",
    pages = "1--17"
}
@inproceedings{chen-etal-2025-enhancing-planning,
    title = "Enhancing the Planning Capabilities of Large Language Models by Building External World Models",
    author = "Chen, Edwin  and
      Li, Xiaoyan  and
      Bellinger, Colin  and
      Wang, Yunli",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.2/",
    pages = "18--29"
}
@inproceedings{yoon-etal-2025-enhancing,
    title = "Enhancing Naphtha Cracking Center Scheduling via Population-Based Multi-Scenario Planning",
    author = "Yoon, Deunsol  and
      Hong, Sunghoon  and
      Jung, Whiyoung  and
      Lee, Kanghoon  and
      Lim, Woohyung",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.3/",
    pages = "30--34"
}
@inproceedings{hirota-etal-2025-overview,
    title = "Overview of {PBIG} Shared Task at {A}gent{S}cen 2025: Product Business Idea Generation from Patents",
    author = "Hirota, Wataru  and
      Chen, Chung-Chi  and
      Ohkuma, Tomoko  and
      Taniguchi, Tomoki  and
      Ishigaki, Tatsuya",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.4/",
    pages = "35--42"
}
@inproceedings{yoshiyasu-2025-team,
    title = "Team {NS}{\_}{NLP} at the {A}gent{S}cen Shared Task: Structured Ideation Using Divergent and Convergent Thinking",
    author = "Yoshiyasu, Hayato",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.5/",
    pages = "43--49"
}
@inproceedings{kanumolu-etal-2025-agent,
    title = "Agent Ideate: A Framework for Product Idea Generation from Patents Using Agentic {AI}",
    author = "Kanumolu, Gopichand  and
      Urlana, Ashok  and
      Charaka, Vinayak Kumar  and
      Garlapati, Bala Mallikarjunarao",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.6/",
    pages = "50--57"
}
@inproceedings{xu-etal-2025-mk2,
    title = "{MK}2 at {PBIG} Competition: A Prompt Generation Solution",
    author = "Xu, Yuzheng  and
      Hirasawa, Tosho  and
      Kawano, Seiya  and
      Kato, Shota  and
      Kozuno, Tadashi",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.7/",
    pages = "58--66"
}
@inproceedings{terao-tachioka-2025-collaborative,
    title = "Collaborative Invention: Team ditlab at the {A}gent{S}cen Shared Task {--} Refining Patent-based Product Ideation via {LLM}-Guided Selection and Rewriting",
    author = "Terao, Yasunori  and
      Tachioka, Yuuki",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.8/",
    pages = "67--81"
}
@inproceedings{hoshino-etal-2025-business,
    title = "A Business Idea Generation Framework Based on Creative Multi-Agent Discussions",
    author = "Hoshino, Mizuki  and
      Shramatsu, Shun  and
      Nagasawa, Fuminori",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.9/",
    pages = "82--85"
}
@inproceedings{shimanuki-etal-2025-business,
    title = "Team MCG DSN at the AgentScen Shared Task: Knowledge Integration and Self-Improvement via {LLM}s for Generating Business Ideas from Patent Documents",
    author = "Shimanuki, Masaya  and
      Shimizu, Naoto  and
      Kinugasa, Kentaro  and
      Sugisawa, Hiroki",
    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://preview.aclanthology.org/fix-old-resolve/2025.agentscen-1.10/",
    pages = "86--92"
}