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Author

Wei-Dong Zhou

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Review Open access Aug 2026

Explainable Artificial Intelligence Technology and Its Applications: Toward Transparent, Human-Centered, and Trustworthy AI

It is demonstrated how XAI is moving from generic explanation visualizations toward domain-sensitive, data-aware, and operationally reliable methods in network security, computer vision, knowledge graphs, and financial decision support.

Xuewen Sun, Lan Tian, Wei-Dong Zhou et al. · 0 citations
Conference Open access 2026

KnowDR-REC: Auditing Knowledge-Conditioned Visual Grounding in Referring Expression Comprehension

KnowDR-REC is introduced, a targeted audit benchmark comprising 1,042 positive triplets derived from real-world knowledge, along with rigorously matched negative samples that implements a controllable counterfactual evaluation mechanism that subjects textual expressions to single-factor perturbations to test sensitivit...

Guanghao Jin, Jingpei Wu, Tianpei Guo et al. · 0 citations

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