# Breaking Predictions Is Not Enough: Specified-Foil Counterfactuals for Temporal Graphs

> *机器翻译 (AI-generated content)*

> 标题为英语

> 全文为英语

**Published:** 2026年9月12日
**Author:** Minwoo Yu, Young-guk Ha
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/breaking-predictions-is-not-enough-specified-foil-counterfactuals-for-te

arXiv:2609.11170v1 Announce Type: new Abstract: Temporal graph counterfactual explanations typically change past events to change or invalidate an original prediction, while leaving its replacement unspecified. Yet a user facing a predicted outcome often asks which past…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2609.11170)

**标签：** #arXiv

---

*AI Qazaqstan — non-commercial informational portal about AI in Kazakhstan. Machine translations and summaries are AI-generated.*