#causal

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自进化WAM来了！清华航空联手域转型提出了身在情境中的因果学习

自进化WAM来了！清华AIR联手域变换提出具身In-Context Causal Learning 思邈 2026-09-01 13:12:30 来源： 量子位 Zeva团队 投稿 量子位 | 公众号 QbitAI 模型不更新，能力却持续增

Causal Context Interaction

2026-09-01 思邈

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抽象事件因果规则：归纳与应用

arXiv:2608.05205v1 Announce Type: new Abstract: Event-centric intelligent analytical systems heavily depend on explicit

causal event and

2026-08-07 Ziwei Zheng, Peiqiong Chen, Bang Wang

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多重中介的诅咒：激活补丁中隐藏的交互效应

27510v1 Announce Type: new Abstract: Activation patching is the primary tool in mechanistic interpretability。

the and causal

2026-06-29 Sankaran Vaidyanathan, David Arbour, Aaron Mueller, Scott Niekum, David Jensen

开源推荐 None

GitHub 热门项目：基于 LLM 的因果发现

项目 LLM-based-causal-discovery 是近期热门的开源项目。仓库地址：https://github。com/WXY604/LLM-based-causal-discovery Stars：837 作者：WXY604 项

项目 LLM based

2026-06-28 GitHub Trending

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超越 Shapley：非对称 Shapley 值的高效计算

25103v1 Announce Type: new Abstract: We address the problem of explainability in machine learning models through feature

the causal ASV

2026-06-25 Ezequiel Companeetz, Santiago Cifuentes, Sergio Abriola

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联合因果发现和推理的调查

23741v1 Announce Type: new Abstract: Causal reasoning, which encompasses the discovery of causal structures and the infe

and the data

2026-06-24 Xianjie Guo, Yuwei Wang, Guodu Xiang, Xiaoli Tang, Kui Yu, Han Yu, Qiang Yang

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CIExplainer++：为图神经网络生成因果和可解释的解释

arXiv:2606.20747v1 Announce Type: new Abstract: Explainable Artificial Intelligence aims to make black-box models more t

the and causal

2026-06-23 Francisco Caldas, Sahil Satish Kumar, Ruben Belo, Cl\'audia Soares

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模型选择在因果推理中的关键作用：药物警戒 InferBERT 框架内分类模型的比较分析

17113v1 Announce Type: new Abstract: Distinguishing causal adverse drug events (ADEs) from spurious correlations remains

and the causal

2026-06-17 Csaba Kiss, Roland Molontay, Gabriele Pergola

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关系结构因果模型

arXiv:2606.14892v1 Announce Type: new Abstract: An artificial intelligence must have a model of its environment that is

causal and relational

2026-06-16 Adiba Ejaz, Elias Bareinboim

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TTCD：Transformer 从非平稳时间序列数据中集成时间因果发现

arXiv:2605.08111v1 Announce Type: new Abstract: The widespread availability of complex time series data in various domai

and causal the

2026-05-12 Omar Faruque, Sahara Ali, Xue Zheng, Jianwu Wang