PreprintCC BY 4.0Zenodo
CausalHyperGraph: Typed Hypergraph Neural Networks for Higher-Order Causal Reasoning over Narrative Event Structures
Abstract
School of Information Science and Engineering, Shandong Institute of Petroleum and Chemical Technology
Related
- Temporal-spatial reasoning over hypergraph knowledge structures for multimodal retrieval-augmented generation
- Multimodal generative cyber forensics network for unified malware intelligence synthesis through temporal evidence alignment, neuro-symbolic hypergraph reasoning, and cognitive threat attributions
- Relation-Aware Graph-Hypergraph Networks for Antibody Sequence-Structure Co-Design
- Hybrid hypergraph networks for multimodal sequence data classification
- Chain of Structures: Connecting Reasoning and Generation for Protein Design
BibTeX
@misc{liu2026causalhypergraph,
title = {{CausalHyperGraph: Typed Hypergraph Neural Networks for Higher-Order Causal Reasoning over Narrative Event Structures}},
author = {Junyu Liu and Xindi Zhao and Zixuan Li and Qisen Yuan and Jing Zhang},
howpublished = {Zenodo},
year = {2026},
month = oct,
doi = {10.5281/zenodo.23619056},
url = {https://zenodo.org/records/23619056},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - CausalHyperGraph: Typed Hypergraph Neural Networks for Higher-Order Causal Reasoning over Narrative Event Structures
AU - Junyu Liu
AU - Xindi Zhao
AU - Zixuan Li
AU - Qisen Yuan
AU - Jing Zhang
PY - 2026
DA - 2026/10/24
PB - Zenodo
DO - 10.5281/zenodo.23619056
UR - https://zenodo.org/records/23619056
AB - School of Information Science and Engineering, Shandong Institute of Petroleum and Chemical Technology
ER -