SAGE 发表成果

SAGE: A Dataflow-Native Framework for Modular, Controllable, and Transparent LLM-Augmented Reasoning

Jun Liu, Peilin Liu, Ruicheng Zhang, Senlei Zhang, Yanbo Chen, Ziao Wang, Jinyun Yang, Mingqi Wang, Shuhao Zhang, Xiaofei Liao, Hai Jin

面向模块化、可控和透明大模型增强推理系统的数据流原生框架。

SAGE 核心仓库 ↗

Neuromem: A Granular Decomposition of the Streaming Lifecycle in External Memory for LLMs

Ruicheng Zhang, Xinyi Li, Tianyi Xu, Shuhao Zhang, Xiaofei Liao, Hai Jin

细粒度分解长时运行大模型应用中外部记忆的写入、维护、检索与消费生命周期。

公开评测仓库 ↗

FlowRAG: Continual Learning for Dynamic Retriever in Retrieval-Augmented Generation

Senlei Zhang, Tongjun Shi, Dandan Song, Luan Zhang, Shuhao Zhang, Xiaofei Liao, Hai Jin

面向持续演化语料库，通过轻量提示更新与生成器引导对齐实现检索器持续适应。

Demonstrating SAGE: A Dataflow-Native Framework for Modular, Controllable, and Transparent LLM-Augmented Reasoning

Jun Liu, Shuhao Zhang

现场演示 SAGE 中模块化推理 Pipeline、可检查的数据流执行与应用层控制能力。

SAGE 核心仓库 ↗

接收状态由作者报告；ICPP 2026 公开日程或论文集记录尚待发布。