Yuanshuo Zhang — accepted AI-conference papers

2026

InfoMosaic-Bench: Evaluating Multi-Source Information Seeking in Tool-Augmented Agents

Yaxin Du, Yuanshuo Zhang, Yifan Zhou, Xiyuan Yang, Cheng Wang, Gongyi Zou +5

ICLR 2026poster

Information seeking is a fundamental requirement for humans. However, existing LLM agents rely heavily on open-web search, which exposes two fundamental weaknesses: online content is noisy and unreliable, and many real-world tasks require precise, domain-specific knowledge unavailable from the web.…

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2026

MSME: A Multi-Stage Multi-Expert Framework for Zero-Shot Stance Detection

Yuanshuo Zhang, Aohua Li, Bo Chen, Jingbo Sun, Xiaobing Zhao

AAAI 2026technical

LLM-based approaches have recently achieved impressive results in zero-shot stance detection. However, they still struggle in complex real-world scenarios, where stance understanding requires dynamic background knowledge, target definitions involve compound entities or events that must be explicitly

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