Author

Xinze Li

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#natural language process... Preprint Oct 2026

EMODE: Dynamic Para-Semantic Experts for Emotion-Aware Speech Language Modeling

Large speech language models have demonstrated strong capabilities in unified cross-modal understanding and generation, yet paralinguistic cues, especially emotion, remain difficult to preserve. Existing systems typically rely on entangled acoustic representations, which allow the underlying language model to depend ex...

Jia Pan, Yi-Wen Gu, Xin-Ze Li et al. · 0 citations

#computer vision Jun 2026

MemoryCard: Topic-Aware Multi-Modal Clue Compression for Long-Video Question Answering

MemoryCard is a video-memory-based augmentation framework that organizes long videos into self-contained Memory Cards, each corresponding to a distinct topic or event, and consistently improves long-video QA performance under comparable visual-token budgets.

Qing Yang, Pengcheng Huang, Xinze Li et al. · arXiv.org · 0 citations