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Sizhong Qin

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Review Jul 2026

LAMDA: Large Language Model as Decision Analyst

This work designs a workflow that prompts LLMs to output elements of an influence diagram and resolves issues through verification and regeneration and applies LAMDA to discussions by groups of disease control experts on a hypothetical pandemic to demonstrate its real-world applicability.

Yifan Hong, Sizhong Qin, Chen Wang · 0 citations
Preprint Jul 2026

StructureClaw: Traceable LLM Agents and an Executable Benchmark for Structural Engineering Workflows

This work presents StructureClaw, an artifact-centered workbench in which LLM agents operate through governed engineering skills, typed tools, shared artifact state, and local analysis backends, together with StructureClaw-Bench, an executable benchmark of 150 controlled scenarios spanning standard workflows, interactive robustness, and multimodal structural-model reconstruction.

Sizhong Qin, Yi Gu, Yao Jiang et al. · 0 citations