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Author

Xianghu Yue

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Review Sep 2026

Multimodal Target Speaker Extraction: Towards Unified Speaker Cues Across Modalities

A review of the current landscape and open problems in multimodal TSE from the perspective of auxiliary target cues drawn from multiple modalities and summarizes future directions concerning adaptive cue fusion, instruction-driven extraction, realistic evaluation, and trustworthy deployment.

Xin-Yuan Qian, Yang Zhou, Zi-Yang Jiang et al. · 0 citations
Conference Open access 2026

NaturalSloth: Revisiting Denial-of-Service Attacks on Large Language Models

This work introduces NaturalSloth, an adversarial dataset of natural, instruction-based DoS prompts, and designs a multi-agent synthesis framework to scale the dataset while preserving malicious intent and increasing semantic diversity.

Yiming Chen, Zexin Li, Xianghu Yue et al. · 0 citations

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