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Papers by Gongyi Zou

Findings

2026.findings-acl

standardized foundation
LLM-based agents
lifecycle governance
planning accuracy
execution fidelity
memory control
translation of natural-language instructions
retrieval
schema generation
Text2Mem

2026

1 papers

Text2Mem: A Unified Memory Operation Language for Memory Operating System (2026.findings-acl)

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Leo Wang, Lihai Yang, Boyu Chen, Kerun Xu, Gongyi Zou, Bo Tang, Feiyu Xiong, Siheng Chen, Zhiyu li

Challenge:	Existing memory frameworks lack a formal, executable specification for memory control.
Approach:	They propose a unified memory operation language that standardizes translation of natural-language instructions into reliable execution.
Outcome:	The proposed language standardizes translation of natural-language instructions into reliable execution.

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