Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? - Leiyu Pan; Supryadi; Deyi Xiong (EMNLP (Findings), 2023)

LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation. - Shaolin Zhu; Leiyu Pan; Bo Li 131; Deyi Xiong (ACL (1), 2024)

Research on Fast Recognition Method for Robot Soccer Visual Images. - Yaobo Long; Leiyu Pan (CIPAE, 2024)

Can Large Language Models Learn Translation Robustness from Noisy-Source In-context Demonstrations? - Leiyu Pan; Yongqi Leng; Deyi Xiong (LREC/COLING, 2024)

An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation. - Supryadi; Leiyu Pan; Deyi Xiong (LREC/COLING, 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)

LANDeRMT: Detecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation. - Shaolin Zhu; Leiyu Pan; Bo Li 131; 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)

FEDS-ICL: Enhancing translation ability and efficiency of large language model by optimizing demonstration selection. - ShaoLin Zhu; Leiyu Pan; Deyi Xiong (Inf. Process. Manag., 2024)

Overcoming language barriers via machine translation with sparse Mixture-of-Experts fusion of large language models. - Shaolin Zhu; Leiyu Pan; Dong Jian; Deyi Xiong (Inf. Process. Manag., 2025)

DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs. - Minxuan Lv; Zhenpeng Su; Leiyu Pan; Yizhe Xiong; Zijia Lin; Hui Chen 013; Wei Zhou 019; Jungong Han; Guiguang Ding; Cheng Luo; Di Zhang; Kun Gai; et al. (CoRR, 2025)

Finedeep: Mitigating Sparse Activation in Dense LLMs via Multi-Layer Fine-Grained Experts. - Leiyu Pan; Zhenpeng Su; Minxuan Lv; Yizhe Xiong; Xiangwen Zhang; Zijia Lin; Hui Chen 013; Jungong Han; Guiguang Ding; Cheng Luo; Di Zhang; Kun Gai; et al. (CoRR, 2025)

Advancing Large Language Models for Tibetan with Curated Data and Continual Pre-Training. - Leiyu Pan; Bojian Xiong; Lei Yang; Renren Jin; Shaowei Zhang; Yue Chen; Ling Shi 004; Jiang Zhou; Junru Wu; Zhen Wang; Jianxiang Peng; Juesi Xiao; et al. (CoRR, 2025)

Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization. - Zhenpeng Su; Leiyu Pan; Xue Bai; Dening Liu; Guanting Dong; Jiaming Huang; Wenping Hu; Fuzheng Zhang; Kun Gai; Guorui Zhou (CoRR, 2025)