With the rapid development of high-resolution remote sensing platforms and the growing demand for intelligent Earth observation, remote sensing image semantic segmentation has become a key technology for road extraction, urban–rural planning, disaster monitoring, and ecological assessment. However, complex remote sensi...
Zi-Zhi Yuan, Quan-Nian Zhang, Guo-Tong Geng et al.· IEEE Journal of Selected Top...· 0 citations
Low-resource languages remain challenging for cross-lingual semantic alignment because of limited parallel corpora. In addition, conventional symmetric alignment may distort the semantic space of a high-resource language through noisy low-resource updates. To address this issue, we propose Monolingual Anchoring for Cro...
Ruohao Yan, Hua-Ping Zhang, Yuwen Niu et al.· Journal of King Saud Univers...· 0 citations
SymDiag is proposed, a neuro-symbolic framework that reframes reasoning verification as structured failure diagnosis and incorporates a Self-Auditor that disentangles TranslationError from ReasoningError via dual symbolic encodings consistency checks, enabling robust diagnosis under partial observability.
Wenyao Cui, Hua-Ping Zhang, Yongyi Huang et al.· Proceedings of the 32nd ACM...· 0 citations
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