一种注册绑定的LLM管道，为热带植物、水生动物及异宠的性状提取提供可溯源证据，方法论严谨且跨物种适用。
arXiv:2606.00994v1 Announce Type: new Abstract: We describe a registry-bound large-language-model extraction pipeline producing evidence-grounded stru…
稀疏自编码器成功从Claude 3 Sonnet中提取3400万个可解释特征，验证了字典学习方法在大模型上的可扩展性。
arXiv:2605.29358v1 Announce Type: new Abstract: We demonstrate that sparse autoencoders can extract interpretable features from Claude 3 Sonnet, a pro…
在图的分数傅里叶变换域中嵌入，突破传统谱嵌入的表达瓶颈，捕获更全面的图结构特征
arXiv:2508.02383v2 Announce Type: replace Abstract: Spectral graph embedding plays a critical role in graph representation learning by generating low-…
用主成分分析高效检测月球陨石坑，为天体图像识别领域带来新思路。
arXiv:2605.17125v1 Announce Type: cross Abstract: Optical navigation is a critical component for lunar orbiter and lander missions. Image-based crater…