Robuta

https://easychair.org/publications/preprint/ZJbZ Efficient Structure Learning with Automatic Sparsity Selection for Causal Graph Processes structure learning causal graph efficient automatic https://arxiv.org/abs/1202.1098 [1202.1098] Causal graph dynamics Abstract page for arXiv paper 1202.1098: Causal graph dynamics causal graph 1202 1098 dynamics https://aclanthology.org/2021.acl-long.183/ ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning - ACL Anthology Li Du, Xiao Ding, Kai Xiong, Ting Liu, Bing Qin. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th... causal reasoning event graph knowledge enhanced https://openreview.net/forum?id=wBFkDlxOPw Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems | OpenReview Real-world multi-agent systems are often dynamic and continuous, where agents interact over time and undergo changes in their trajectories. For example, the... https://arxiv.org/abs/2505.06949 [2505.06949] Causal knowledge graph analysis identifies adverse drug effects Abstract page for arXiv paper 2505.06949: Causal knowledge graph analysis identifies adverse drug effects knowledge graph 2505 06949 causal analysis https://arxiv.org/abs/2406.08709 [2406.08709] Introducing Diminutive Causal Structure into Graph Representation Learning Abstract page for arXiv paper 2406.08709: Introducing Diminutive Causal Structure into Graph Representation Learning causal structure graph representation 2406 08709 introducing https://aclanthology.org/2025.neusymbridge-1.2/ CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph... Jinze Sun, Yongpan Sheng, Lirong He, Yongbin Qin, Ming Liu, Tao Jia. Proceedings of Bridging Neurons and Symbols for Natural Language Processing and Knowledge... graph representation learning https://arxiv.org/abs/2209.14107v1 [2209.14107v1] Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure Abstract page for arXiv paper 2209.14107v1: Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure graph neural networks 2209 debiasing https://neo4j.com/blog/tag/causal-consistency/ causal consistency Archives - Graph Database & Analytics causal consistency graph database archives analytics https://arxiv.org/abs/2211.07823 [2211.07823] Graph Neural Networks for Causal Inference Under Network Confounding Abstract page for arXiv paper 2211.07823: Graph Neural Networks for Causal Inference Under Network Confounding graph neural networks causal inference 2211 07823