Poster "structured reasoning" Papers

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Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction

Yiheng Xu, Zekun Wang, Junli Wang et al.

ICML 2025arXiv:2412.04454

Contextualizing biological perturbation experiments through language

Menghua (Rachel) Wu, Russell Littman, Jacob Levine et al.

ICLR 2025arXiv:2502.21290

Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding

Xiangyu Wen, Min Li, Junhua Huang et al.

On the Bias of Next-Token Predictors Toward Systematically Inefficient Reasoning: A Shortest-Path Case Study

Riccardo Alberghi, Elizaveta Demyanenko, Luca Biggio et al.

NEURIPS 2025arXiv:2507.05362

Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA

Zhen Yang, Ziwei Du, Minghan Zhang et al.

VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning

Wenhao Li, Qiangchang Wang, Xianjing Meng et al.

NEURIPS 2025arXiv:2509.25033