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Meng Yang

2 papers indexed

arxivcs.AI2026-06-30

A Self-Evolving Agentic System for Automated Generation and Execution of Biological Protocols

Yankai Jiang, Weiting Tang, Haoran Sun, Zhenyu Tang, Yuejie Hou, Yingnan Han, et al.

Autonomous wet-lab experimentation requires more than plausible protocol text: biological intent, quantitative procedures, device constraints and experimental feedback must remain aligned from protocol and SOP design to code and physical execution. We developed ProtoPilot, a self…

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arxivcs.CV2026-06-30

AnyMatch: Supercharging Universal Multi-Modal Image Matching with Large-Scale Single-View Images

Meng Yang, Zizhuo Li, Linfeng Tang, Fan Fan, Jiayi Ma

Multi-modal image matching is essential for visual localization and multi-sensor fusion, but it is hindered by the scarcity of large-scale training data with precise geometric annotations. Existing real-world datasets suffer from prohibitive costs, limited scene diversity, and er…

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