Zhen Dong
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The paper introduces CV-Arena, a large-scale open benchmark for instructional computer vision, demonstrating that professional-grade image editing requires advanced capabilities in physical reasoning and structural control.
This paper presents NL2Test, a tool that generates executable API regression tests from natural-language scenario descriptions and traffic captures, achieving an 82.4% exact-match rate in industrial scenarios.
A framework called Restor is presented, which generates executable test assertions from a single observed request-response pair in a black-box REST API setting using a fine-tuned Large Language Model.
Papers
Industrial Practice of LLM-Based Test Case Carving and Assertion Generation (Experience Paper)
Haozhen You, Zhen Dong, Jingjing Wang, Qiang Li +1 more
This paper presents NL2Test, a tool that generates executable API regression tests from natural-language scenario descriptions and traffic captures, achieving an 82.4% exact-match rate in industrial s…