Author

Chentao Wu

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Preprint Jul 2026

Akashic: A Low-Overhead LLM Inference Service with MemAttention

This work proposes Akashic, a low-overhead memory system built around MemAttention, which organizes context into bounded chunks and models semantic relationships across chunks, preserving cross-chunk evidence without repeatedly rewriting the full history.

Yang Liu, ZhaoKai Luo, Huayi Jin et al. · 0 citations

Conference Open access 2026

Evolving Agentic Workflow Driven by Human-Agent Collaboration

HFlow is proposed, an evolutionary framework for generating agentic workflows through human-agent collaboration that produces cost-effective and adaptive solutions, better aligning automated agen-tic systems with dynamic human needs.

Yuxin Liu, Jinxuan Zhang, Yuezhang Peng et al. · Annual Meeting of the Associ... · 1 citation