Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models? - Shaoyang Xu; Junzhuo Li; Deyi Xiong (EMNLP, 2023)

Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching. - Xinwei Wu 001; Weilong Dong; Shaoyang Xu; Deyi Xiong (ACL (Findings), 2024)

FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data. - Haoran Sun; Renren Jin; Shaoyang Xu; Leiyu Pan; Supryadi; Menglong Cui; Jiangcun Du; Yikun Lei; Lei Yang; Ling Shi 004; Juesi Xiao; Shaolin Zhu; et al. (EMNLP (Industry Track), 2024)

Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? - Shaoyang Xu; Weilong Dong; Zishan Guo; Xinwei Wu 001; Deyi Xiong (EMNLP (Findings), 2024)

Exploring Multilingual Human Value Concepts in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? - Shaoyang Xu; Weilong Dong; Zishan Guo; Xinwei Wu 001; Deyi Xiong (CoRR, 2024)

Multilingual Large Language Models: A Systematic Survey. - Shaolin Zhu; Supryadi; Shaoyang Xu; Haoran Sun; Leiyu Pan; Menglong Cui; Jiangcun Du; Renren Jin; António Branco; Deyi Xiong (CoRR, 2024)

DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search. - Lei Yang; Shaoyang Xu; Deyi Xiong (CoRR, 2024)

CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation. - Weilong Dong; Xinwei Wu 001; Renren Jin; Shaoyang Xu; Deyi Xiong (COLING, 2025)

Self-Pluralising Culture Alignment for Large Language Models. - Shaoyang Xu; Yongqi Leng; Linhao Yu; Deyi Xiong (NAACL (Long Papers), 2025)