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Junyi Wang

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Preprint Jul 2026

HyGRL: Adaptive Hybrid Graph Reasoning for Multi-Entity Questions

A unified framework that embeds unstructured text into structured knowledge graphs, creating a heterogeneous network for flexible evidence retrieval, outperforming SOTA baselines in answer accuracy and reasoning fidelity while maintaining extremely low token costs and near real-time inference is proposed.

Junyi Wang · 0 citations