Author

Dong Wang

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Preprint Aug 2026

Agent-Based Test Assertion Generation via Diverse Perspective Aggregation

AssertMate is proposed, a novel agent-based assertion generation framework that enhances the quality and reliability of LLM-generated assertions through three key components: actual value construction that identifies assertion targets via static analysis and type-aware heuristics, and multi-perspective expected value p...

Dong Wang, Qiaoyu Han, Lin Yang et al. · 0 citations

Jul 2026

Evaluating Fuzz Testing for Reinforcement Learning Agents

It is shown that fuzzing-generated crashes can meaningfully improve agent robustness and enable accurate safety monitoring with strong cross-method generalization, and the benefits of combining complementary fuzzing strategies and adopting multi-level diversity analysis to achieve more comprehensive and practical RL te...

Zhibin Kang, Hanmo You, Dong Wang et al. · arXiv.org · 0 citations