الباحثون

Xingyu Wu

المنشورات 2

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Hallucination Across the Reasoning Lifecycle: Interface Visibility, Causal Evidence, and Release Control in Large Reasoning Models

Zhe Yu, Mohan Li, Lei Yu وآخرون · 2026

Reasoning errors can propagate into later decisions and memory. This survey synthesizes 312 papers and first-party reports on text-based reasoning hallucinations around three questions: what evidence is observable, what study designs establish, and which corrective actions the evidence supports. UIPCA records unsupport …

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IterSynth: Rethinking Deep Search Agents via Role-Decoupled Iterative Synthesis

Xingyu Wu, Yuchen Yan, Zhengxi Lu وآخرون · 2026

Deep search requires LLM agents to decompose complex queries, search for evidence, and synthesize grounded answers, yet existing ReAct-style agents suffer from two limitations: role coupling, where one policy must handle planning, evidence use, and synthesis; and context accumulation, where growing search histories int …

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