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Author

Yichen Zhang

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#software testing Open access Oct 2026

Mutation-based multi-agent test case update

Modern software systems evolve rapidly under CI/CD practices, where tests are critical for quality. However, substantial code changes often render existing test cases obsolete, causing pipeline disruptions, reduced productivity, and compromised quality. Recent automatic test update approaches leverage LLMs to refine te...

Dawei Tian, Jiakun LIU, Yun Peng et al. · 0 citations
#graph neural networks Open access Sep 2026

Integrating Molecular Semantics and Three-Dimensional Geometry for Critical Property Prediction: A Multimodal GNN-BERT Framework

Accurate prediction of critical temperature, pressure, and volume is essential for thermodynamic modeling and process safety design, yet remains challenging for complex molecules under data-scarce conditions. Here, we develop a multimodal GNN-BERT framework that integrates SMILES-based chemical semantics with two-dimen...

Beibei Wang, Zhuoyao Lv, Nan Ning et al. · 0 citations

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