Author

Yan Liu

h-index 3 View on Semantic Scholar

We have 2 of 9 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Sep 2026

Grounding SWE-Agent Decisions in Architecture-0 Design: Navigating Unknown Unknowns through Physical Mapping

The Physical Mapping Guard (PMG), grounded in the software engineering principle of Separation of Concerns, revokes verification authority from the agent, forcing semantic intents to be evaluated by an external, deterministic Semantic-to-Physical (S2P) mapping engine.

Zhong-Kai Wang, Yan Liu · 0 citations

Book Open access Jul 2026

Complexity-Ranked Iterative Refactoring from Microservices to LLM-based Multi-Agent Systems

A systematic refactoring methodology that prioritizes service migration based on quantified complexity criteria and incorporates a Human-in-the-loop mechanism that resolves decision-making gaps when agent outputs violate predefined QA invariants.

Peyman Yazdanian, Yan Liu, Li Zheng · SIGSOFT FSE Companion · 0 citations