MeTMaP: Metamorphic Testing for Detecting False Vector Matching Problems in LLM Augmented Generation. - Guanyu Wang 005; Yuekang Li; Yi Liu 069; Gelei Deng; Tianlin Li; Guosheng Xu 001; Yang Liu 003; Haoyu Wang 001; Kailong Wang 001 (FORGE, 2024)

SPOLRE: Semantic Preserving Object Layout Reconstruction for Image Captioning System Testing. - Yi Liu 069; Guanyu Wang 005; Xinyi Zheng; Gelei Deng; Kailong Wang 001; Yang Liu 003; Haoyu Wang 001 (CoRR, 2024)

Privacy Protection Against Personalized Text-to-Image Synthesis via Cross-image Consistency Constraints. - Guanyu Wang 005; Kailong Wang 001; Yihao Huang 001; Mingyi Zhou; Zhang Qing cnwatcher; Geguang Pu; Li Li 029 (CoRR, 2025)