Leiyu Pan

According to our database, Leiyu Pan authored at least 18 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement Learning.

Tiehua Mei, Minxuan Lv, Leiyu Pan, Zhenpeng Su, Hongru Hou, Hengrui Chen, Ao Xu, Deqing Yang

CoRR, March, 2026

2025

Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning.

Zhenpeng Su, Leiyu Pan, Minxuan Lv, Tiehua Mei, Zijia Lin, Yuntao Li, Wenping Hu, Ruiming Tang, Kun Gai, Guorui Zhou

CoRR, December, 2025

CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning.

Zhenpeng Su, Leiyu Pan, Minxuan Lv, Yuntao Li, Wenping Hu, Fuzheng Zhang, Kun Gai, Guorui Zhou

CoRR, September, 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, August, 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, Jiang Zhou, Junru Wu, Zhen Wang, Jianxiang Peng, Juesi Xiao, Tianyu Dong, Zhuowen Han, Zhuo Chen, Yuqi Ren, Deyi Xiong

CoRR, July, 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, Jungong Han, Guiguang Ding, Cheng Luo, Di Zhang, Kun Gai, Deyi Xiong

CoRR, February, 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, Wei Zhou, Jungong Han, Guiguang Ding, Cheng Luo, Di Zhang, Kun Gai, Songlin Hu

CoRR, February, 2025

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, Wei Zhou, Jungong Han, Guiguang Ding, Wenwu Ou, Di Zhang, Kun Gai, Songlin Hu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

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

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

LANDeRMT: Detecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation.

Shaolin Zhu, Leiyu Pan, Bo Li, Deyi Xiong

CoRR, 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, Juesi Xiao, Shaolin Zhu, Deyi Xiong

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation.

Supryadi, Leiyu Pan, Deyi Xiong

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Can Large Language Models Learn Translation Robustness from Noisy-Source In-context Demonstrations?

Leiyu Pan, Yongqi Leng, Deyi Xiong

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Research on Fast Recognition Method for Robot Soccer Visual Images.

Yaobo Long, Leiyu Pan

Proceedings of the International Conference on Computers, 2024

LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation.

Shaolin Zhu, Leiyu Pan, Bo Li, Deyi Xiong

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Is Robustness Transferable across Languages in Multilingual Neural Machine Translation?

Leiyu Pan, Supryadi, Deyi Xiong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023