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Author

Yi-Fan Zhang

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#artificial intelligence Preprint Sep 2026

Enabling Creative Exploration for Vibe Design Agents

This work identifies structured design specifications as a practical control point for exploring alternative UI concepts while keeping downstream generation settings fixed through an inference architecture that makes design direction an explicit intermediate decision.

Yi-Fan Zhang, N. Bui, Georgios Evangelopoulos et al. · 0 citations
Preprint Aug 2026

Coupling Planning with Episodic Memory in LLM Agents for Software Issue Resolution

PMCoder is presented, an issue-resolution agent that couples a hierarchical phase planner with episodic memory that outperforms either component alone and reduces repeated failed actions, empty-patch exits, and context-window exhaustion.

Jiahao Zhang, Yi-Fan Zhang, Yu Huang · 2 citations · ⚡1

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