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cs.AI2025
MPrune: Hierarchical Communication Graph Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation
Weizi Shao, Taolin Zhang, Zijie Zhou +3
Recent advancements in multi-modal retrieval-augmented generation (mRAG), which enhance multi-modal large language models (MLLMs) with external knowledge, have demonstrated that th…
cs.AI2025
A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions
Chengyu Wang, Taolin Zhang, Richang Hong +1
Recently, the reasoning capabilities of large reasoning models (LRMs), such as DeepSeek-R1, have seen significant advancements through the slow thinking process. Despite these achi…