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Xu Cao

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#artificial intelligence Review Oct 2026

MedCaseAgent: From Multimodal Clinical Evidence to Rare Disease Case Reports

Although Large Language Models (LLMs) have demonstrated potential in clinical documentation, generating the rigorous, evidence-based reasoning required for unprecedented, atypical, and rare disease case reports remains a significant challenge. We present MedCaseAgent, an end-to-end agentic reasoning paradigm that bridg...

Hong-Kang Chu, Yi-Fan Shen, Tianjiao Yu et al. · 0 citations
#artificial intelligence Preprint Oct 2026

LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures

LLM-based agents are increasingly capable of generating complex 3D structures, with the potential to reshape how objects are designed and realized in the physical world. Yet, producing elegant geometry is fundamentally different from producing objects that can be built and perform their intended functions. Existing eva...

Jia-Teng Liu, Ru-Shi Wang, Cheng Qian et al. · 0 citations
Preprint Aug 2026

ChronoVision: Temporal Reasoning via Latent State Reconstruction

This work proposes ChronoVision, a multimodal framework designed to align visual logic with latent imagery, and introduces Vbvr-VQA, a novel dataset that evaluates temporal tracking by reformulating video reasoning into a strict image-ordering task.

Yi-Fan Shen, Jian Xu, Boyi Li et al. · 1 citation

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