Author

Yi-Yao Wang

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#artificial intelligence Preprint Sep 2026

From Scene Graphs to Answers: Selective Neuro-Symbolic Reasoning for Autonomous Driving

This work introduces a query-adaptive neuro-symbolic reasoning framework that explicitly allocates computation according to the nature of the query and shifts the role of the LLM from a universal reasoning engine to a targeted semantic reasoner, while allowing deterministic computation to be handled exactly and efficie...

Yi-Yao Wang, Pei Liu, Fang Liu et al. · 0 citations

Review Aug 2026

LiveEvalBench: Toward Open-World Evaluation for Web Generation

Experiments across diverse real-world web-generation scenarios show that LiveEvalBench aligns closely with human expert judgment and provides fine-grained insights into frontier models' web generation capabilities.

Yiyao Wang, Zhen Wen, Ying Tang et al. · 0 citations