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Xinjian Huang

3 accepted papers

2026

SFR-Net: Steering-Fusion-Refining Network in Multi-label Zero-Shot Sewer Defect Detection

CVPR 2026

Due to the prohibitive cost of data annotation and the inability to obtain sufficient sample data for all defect categories, municipal sewer pipe defect detection poses significant generalization challenges for traditional models. Multi-Label Zero-Shot Learning (ML-ZSL) offers a viable solution to a

Cited by 0SourcecodeScholar
2024

MHPS: Multimodality-Guided Hierarchical Policy Search for Knowledge Graph Reasoning

ICASSP 2024accepted

Recently, path inference-based knowledge graph reasoning (KGR) methods have attracted great attention due to their good performance and interpretability. However, as the number of hops increases, the search space grows exponentially, making the reward sparse and the process of reasoning difficult. T…

Cited by 0SourceScholar