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Xiaofan Yu

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#artificial intelligence Preprint Sep 2026

Toward Self-Adaptive Physical AI: Can LLM Agents Manage Long-Horizon Physical Tasks?

Large Language Model (LLM) agents offer a promising path toward autonomously managing long-term physical tasks without human intervention. However, physical tasks require agents to continuously observe the environment, make consequential actions, and remain effective as the environment changes. Existing approaches eith...

V. Kaushik, Ya-Yun Tan, Xiao-Fan Yu · 1 citation
Preprint Jul 2026

LAVIFT: Latent-Action-Guided Vision Fine-Tuning for Surgical Interaction Recognition

Understanding instrument-tissue interactions is essential for context-aware surgical AI and autonomous robotic surgery. Pretrained vision-language models (VLMs) and vision encoders offer an alternative to conventional interaction classifiers by transferring broad visual and semantic knowledge. However, adapting them to...

Jiajun Cheng, Subarna Tripathi, Sainan Liu et al. · 0 citations

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