Author

Qing Yang

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#artificial intelligence Preprint Oct 2026

Skill-Decoupled On-Policy Expert Distillation for Unified Vision-Language Models

Across eight multimodal benchmarks, SCOPED consistently outperforms the backbone and mixed-capability RL, demonstrating the effectiveness of skill-decoupled on-policy expert distillation for integrating independently acquired capabilities.

Yu-Qi Xiong, Chun-Yi Peng, Zhi-Peng Xu 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