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Author

Lei Liu

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#artificial intelligence Preprint Sep 2026

OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software

Scientific software presents a demanding test for computer-using agents based on visual language models (VLMs): completing a research workflow requires interpreting specialized interfaces, manipulating scientific objects, and producing verifiable results. We thus introduce OSWorld-Science, a benchmark and evaluation en...

Ding-Yuan Dai, He-Li Qi, Lei Liu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

MERID: Multimodal Exploration via Recursive Self-Improvement Agents for Major Depression Analysis

This work proposes Multimodal Exploration via Recursive Self-Improvement Agents for Major Depression Analysis (MERID), a framework develops depression pipelines through experience-based recursive self-improvement (RSI) and highlights the value of acoustic and linguistic cues for depression detection.

Lei Liu, Zhao-Kang Liang, Qing-Cheng Zeng et al. · 0 citations
Jul 2026

Evidence-Grounded AI for Musculoskeletal Care

OrthoPilot is a clinical artificial intelligence system powered by a large language model (LLM) that integrates hospital data streams with authoritative external knowledge for continuous musculoskeletal care and autonomously retrieves real-time imaging, laboratory, pathology and order data and translates evolving patie...

Wenjie Li, Yu-Jie Zhang, Fanrui Zhang et al. · 0 citations

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