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Author

Xiaotong He

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Open access Aug 2026

Collaborative Multimodal Entity Linking via Multi-Channel Neural Cross-Modal Interaction with Synergistic Consistency Optimization

This work proposes Collaborative Entity Linking through Multichannel Interaction (CELMI), a four-channel framework that jointly models textual semantics, visual perception, cross-modal alignment, and inter-mention collaboration and introduces a multi-channel consistency objective that combines per-channel contrastive l...

Hua-Yu Li, Xiao-Tong He, Hong-Juan Pei et al. · 0 citations
Open access Aug 2026

Assessing and Optimizing Flood Recovery Strategies for Road Network Disruptions in Shenzhen Based on Isochrone Analysis

The escalating threats of climate change and rapid urbanization to urban sustainability have intensified the urgency for effective flood recovery strategies, particularly regarding critical infrastructure such as road networks. Shenzhen, a megacity frequently hit by short-duration heavy rainfall and typhoon-induced s...

Xiao-Tong He, Ming Zhong, Hui Yang et al. · 0 citations

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