Author

Chenzhong Bin

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#large language models Dec 2026

A hierarchical evaluation framework for security and trustworthiness in Large Vision-Language Models

Xuan Feng, Min Feng, Ning Zhang et al. · Pattern Recognition · 0 citations

Jul 2026

Where Detectors Fail: Closing the Tail-Domain Gap with Expert-Guided Mutual Distillation

This work proposes Expert-Guided Mutual Distillation (EGMD), which learns what evidence to trust across the prediction pipeline, and constructs Weibo_Balanced, a domain-balanced benchmark that isolates the effect of imbalance on generalization.

Xuan Feng, Guihong Liu, Tianlong Gu et al. · arXiv.org · 0 citations