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Shuang Sun

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#artificial intelligence Preprint Sep 2026

Agent-Editing World Model: Rethinking World Modeling for LLM Agents

This work proposes the Agent-Editing World Model (AEWM), which models how reasoning and actions shape future task progress rather than simulating tool responses, and combines AEWM with EditAct, which integrates these capabilities with real execution.

Shuang Sun, Guo-Xin Chen, Fan-Zhen Meng et al. · 0 citations
Open access Aug 2026

A Study of Cursorrules Files in GitHub Open Source Projects

An empirical study of configuration prompt files in Cursor, a widely used AI-assisted code editor, shows that .cursorrules files emerged rapidly from mid-2024 and shows that there is a continuity of themes and topics between the now-legacy .cursorrules files and the current standard .mdc files.

Shuang Sun, Jafar Akhoundali, Arina Kudriavtseva et al. · 1 citation · ⚡1

AdvancedMathBench: A Benchmark Suite for Advanced Mathematical Proof Generation and Verification

Large language models (LLMs) have achieved remarkable performance on high-school and olympiad-style mathematics, yet their capabilities on advanced mathematics remain poorly understood. Existing benchmarks, however, fall short in both scope and evaluation granularity: they provide limited disciplinary coverage and ofte...

Lingkai Kong, Zijian Wu, Yuzhe Gu et al. · 0 citations

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