这篇被VLDB 2026录用的论文，将Git版本控制思想引入数据湖，为代理湖屋（agentic lakehouse）提供数据版本管理新范式。
arXiv:2607.08319v1 Announce Type: cross Abstract: We present GitLake, a Git-for-data design for an agent-first lakehouse. The system lifts single-tabl…
VLDB 2026 Demo论文，提出端到端数据分析智能体系统DA-Studio，打通数据获取到洞察全流程。
arXiv:2606.31423v1 Announce Type: cross Abstract: Real-world data analysis is a multi-step process over heterogeneous inputs rather than merely produc…
专为有状态LLM应用设计的记忆基础管理系统，VLDB26接收的高质量学术论文
arXiv:2605.29640v1 Announce Type: new Abstract: Large Language Models have revolutionized interactive applications; however, their finite context wind…
AI智能体记忆系统新突破：分层时间索引实现高效检索，专为长时间任务优化。
arXiv:2605.23986v1 Announce Type: cross Abstract: Memory is a fundamental component for enabling long-context LLM agents, supporting persistent state …