A New Two-Stage Image Retrieval Algorithm with Convolutional Neural Network. - Zhiqiang He 003; Yuhua Li 002; Lujuan Deng; Pu Li; Xiayang Shi; Xu Han (ICNCC, 2019)

An Explainable Evaluation of Unsupervised Transfer Learning for Parallel Sentences Mining. - ShaoLin Zhu; Chenggang Mi 001; Xiayang Shi (APWeb/WAIM (1), 2021)

Glancing Text and Vision Regularized Training to Enhance Machine Translation. - Pei Cheng; Xiayang Shi; Beibei Liu; Meng Li (ICANN (8), 2023)

Text-image matching for multi-model machine translation. - Xiayang Shi; Zhenqiang Yu; Xuhui Wang; Yijun Li; Yufeng Niu (J. Supercomput., 2023)

Enhancing Translation Ability of Large Language Models by Leveraging Task-Related Layers. - Pei Cheng; Xiayang Shi; Yinlin Li (LREC/COLING, 2024)

Unveiling Vulnerabilities in Large Vision-Language Models: The SAVJ Jailbreak Approach. - Gang Zhang; Xiaowei Fan; Jingquan Fang; Yanna Sun; Xiayang Shi; Chunyang Lu (ICANN (5), 2024)

Enhancing Prompt Tuning with Multitask Embedding Reparameterization. - Xiayang Shi; Yishuai Song; Jingjing Liu; Yinlin Li; Yanna Sun (ICONIP (10), 2024)

Refining Translations with LLMs: A Constraint-Aware Iterative Prompting Approach. - Shangfeng Chen; Xiayang Shi; Pu Li; Yinlin Li; Jingjing Liu (CoRR, 2024)

Enhancing text generation from knowledge graphs with cross-structure attention distillation. - Xiayang Shi; Zhenlin Xia; Pei Cheng; Yinlin Li (Eng. Appl. Artif. Intell., 2024)

Unsupervised offensive speech detection for multimedia based on multilingual BERT. - Ge Liu; Xiaona Yang; Xiayang Shi; Yinlin Li (Int. J. Sens. Networks, 2024)

Enhancing multimodal translation: Achieving consistency among visual information, source language and target language. - Xiayang Shi; Xiaona Yang; Pei Cheng; Yingjie Zhou; Jingjing Liu (Neurocomputing, 2025)

Fusing graph structural information with pre-trained generative model for knowledge graph-to-text generation. - Xiayang Shi; Zhenlin Xia; Yinlin Li; Xuhui Wang; Yufeng Niu (Knowl. Inf. Syst., 2025)