@article{commonalityinfewfewshotmultimodalanomaly, title = {Commonality in Few: Few-Shot Multimodal Anomaly Detection via Hypergraph-Enhanced Memory}, author = {Yuxuan Lin and Hanjing Yan and Xuan Tong and Yang Chang and Huanzhen Wang and Ziheng Zhou and Shuyong Gao and Yan Wang and Wenqiang Zhang}, year = {2025}, eprint = {2511.05966}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.05966}, }