@article{harmoniadharmonizinglocalstructuresandgl, title = {HarmoniAD: Harmonizing Local Structures and Global Semantics for Anomaly Detection}, author = {Naiqi Zhang and Chuancheng Shi and Jingtong Dou and Wenhua Wu and Fei Shen and Jianhua Cao}, year = {2026}, eprint = {2601.00327}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.00327}, }