Author

Yi-Jia Zhang

2 papers indexed here

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Preprint Sep 2026

Asymmetric Dynamic Routing: Balancing Reasoning Depth and Computational Efficiency in Hypergraph RAG

Asymmetric Dynamic Routing is proposed, an intent-conditioned retrieval framework operating over hierarchical knowledge graphs that maintains strong reasoning performance while reducing prompt token consumption and end-to-end query latency, yielding a favorable quality--efficiency trade-off for query-adaptive Hypergrap...

Qi Sun, Yi-Jia Zhang, Xing-Liang Hou et al. · 0 citations

#artificial intelligence Review Sep 2026

EADC: Evaluation of Advanced and Deep-level Compliance in Large Language Models

EADC, a novel advanced evaluation benchmark of LLMs based on an AI compliance knowledge graph and AI compliance legal experts, is introduced, offering a rigorous, AI laws and regulations-aligned benchmark to safeguard high-level and deep compliance in the application of LLMs.

Yan Zhang, Rui-En Li, Yao-Yao Peng et al. · 0 citations