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Conference Open access 2026

MuSe: Multi-Stage Graph Reasoning via Vision-Language Models

This work proposes MuSe, a novel multi-stage graph reasoning framework based on VLMs, where instead of processing entire graphs at once, MuSe incrementally samples and visualizes task-relevant subgraphs, enabling progressive reasoning.

Guanyu Wang, Xu Chu, Zhijie Tan et al. · 1 citation