7 citations · 8 across the 13 of their papers we have counts for
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cs.CV2026
MAGIC: Marginal-Guided Compression with Optimal Transport for Efficient Visual Document Retrieval
Xu Yuan, Hua Liu, Wenqi Fan +1
Recent visual document retrieval (VDR) systems such as ColPali use multi-vector page embeddings, in which patch-level vectors enable fine-grained evidence matching but incur substa…
cs.CV2025★ 1 cited
mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA
Xu Yuan, Liangbo Ning, Qingqing Ye +2
Retrieval-Augmented Generation (RAG) has emerged as an effective paradigm for expanding the knowledge capacity of Multimodal Large Language Models (MLLMs) by incorporating external…