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2020 – today
- 2026
[c11]Tiehua Mei, Minxuan Lv, Leiyu Pan, Zhenpeng Su, Hongru Hou, Hengrui Chen, Ao Xu, Deqing Yang:
Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement Learning. ACL (Findings) 2026: 30452-30469- [c10]Zhenpeng Su, Leiyu Pan, Minxuan Lv, Tiehua Mei, Zijia Lin, Yuntao Li, Wenping Hu, Ruiming Tang, Kun Gai, Guorui Zhou:
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning. ACL (Findings) 2026: 31161-31171 - [c9]Zhenpeng Su, Leiyu Pan, Minxuan Lv, Yuntao Li, Wenping Hu, Fuzheng Zhang, Kun Gai, Guorui Zhou:
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning. ACL (1) 2026: 37747-37760 - [c8]Lei Yang, Leiyu Pan, Bojian Xiong, 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:
From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan. ACL (1) 2026: 40167-40182 - [i12]Tiehua Mei, Minxuan Lv, Leiyu Pan, Zhenpeng Su, Hongru Hou, Hengrui Chen, Ao Xu, Deqing Yang:
Good Reasoning Makes Good Demonstrations: Implicit Reasoning Quality Supervision via In-Context Reinforcement Learning. CoRR abs/2603.09803 (2026) - 2025
- [j2]Shaolin Zhu
, Leiyu Pan, Dong Jian, Deyi Xiong:
Overcoming language barriers via machine translation with sparse Mixture-of-Experts fusion of large language models. Inf. Process. Manag. 62(3): 104078 (2025) - [c7]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:
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs. EMNLP 2025: 19711-19722 - [i11]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:
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs. CoRR abs/2502.12455 (2025) - [i10]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:
Finedeep: Mitigating Sparse Activation in Dense LLMs via Multi-Layer Fine-Grained Experts. CoRR abs/2502.12928 (2025) - [i9]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:
Advancing Large Language Models for Tibetan with Curated Data and Continual Pre-Training. CoRR abs/2507.09205 (2025) - [i8]Zhenpeng Su, Leiyu Pan, Xue Bai, Dening Liu, Guanting Dong, Jiaming Huang, Wenping Hu, Fuzheng Zhang, Kun Gai, Guorui Zhou:
Klear-Reasoner: Advancing Reasoning Capability via Gradient-Preserving Clipping Policy Optimization. CoRR abs/2508.07629 (2025) - [i7]Zhenpeng Su, Leiyu Pan, Minxuan Lv, Yuntao Li, Wenping Hu, Fuzheng Zhang, Kun Gai, Guorui Zhou:
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning. CoRR abs/2509.20712 (2025) - [i6]Zhenpeng Su, Leiyu Pan, Minxuan Lv, Tiehua Mei, Zijia Lin, Yuntao Li, Wenping Hu, Ruiming Tang, Kun Gai, Guorui Zhou:
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning. CoRR abs/2512.05591 (2025) - 2024
- [j1]ShaoLin Zhu, Leiyu Pan, Deyi Xiong:
FEDS-ICL: Enhancing translation ability and efficiency of large language model by optimizing demonstration selection. Inf. Process. Manag. 61(5): 103825 (2024) - [c6]Shaolin Zhu, Leiyu Pan, Bo Li, Deyi Xiong:
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation. ACL (1) 2024: 12135-12148 - [c5]Yaobo Long, Leiyu Pan:
Research on Fast Recognition Method for Robot Soccer Visual Images. CIPAE 2024: 686-692 - [c4]Supryadi, Leiyu Pan, Deyi Xiong:
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation. LREC/COLING 2024: 1086-1097 - [c3]Leiyu Pan, Yongqi Leng, Deyi Xiong:
Can Large Language Models Learn Translation Robustness from Noisy-Source In-context Demonstrations? LREC/COLING 2024: 2798-2808 - [c2]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:
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data. EMNLP (Industry Track) 2024: 1499-1522 - [i5]Supryadi, Leiyu Pan, Deyi Xiong:
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation. CoRR abs/2405.07673 (2024) - [i4]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:
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data. CoRR abs/2408.06273 (2024) - [i3]Shaolin Zhu, Leiyu Pan, Bo Li, Deyi Xiong:
LANDeRMT: Detecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation. CoRR abs/2409.19523 (2024) - [i2]Shaolin Zhu, Supryadi, Shaoyang Xu, Haoran Sun, Leiyu Pan, Menglong Cui, Jiangcun Du, Renren Jin, António Branco, Deyi Xiong:
Multilingual Large Language Models: A Systematic Survey. CoRR abs/2411.11072 (2024) - 2023
- [c1]Leiyu Pan, Supryadi, Deyi Xiong:
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? EMNLP (Findings) 2023: 14114-14125 - [i1]Leiyu Pan, Supryadi, Deyi Xiong:
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation? CoRR abs/2310.20162 (2023)
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