从再生核希尔伯特空间切入，用近似方法破解全共形预测的计算瓶颈，理论扎实且实用性强。
arXiv:2601.13102v3 Announce Type: replace-cross Abstract: Full conformal prediction is a framework that implicitly formulates distribution-free confid…
LLM在测试时引导量子化学近似算法发现，开创AI for Science新范式
arXiv:2606.20729v1 Announce Type: cross Abstract: Quantum chemistry simulations underpin modern materials discovery, yet their impact is limited by st…
ICML 2026论文，在线公平分配中首次实现近似比例性，为资源分配与算法博弈提供新思路。
arXiv:2508.03253v2 Announce Type: replace-cross Abstract: We study the online fair division problem, where indivisible goods arrive sequentially and m…
被ICML 2026收录的图标签选择近似算法，9页7图含理论分析与证明。
arXiv:2605.18623v1 Announce Type: cross Abstract: In the graph label selection problem, one is given an $n$-vertex graph and a budget $k$, and seeks t…