Zhanming Shen

According to our database, Zhanming Shen authored at least 9 papers between 2025 and 2026.

Collaborative distances:

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

2026

From Parameters to Data: A Task-Parameter-Guided Fine-Tuning Pipeline for Efficient LLM Alignment.

Hao Chen, Qi Zhang, Liyao Li, Zhanming Shen, Wentao Ye, Lirong Gao, Ningtao Wang, Xing Fu, Xiaoyu Shen, Junbo Zhao

CoRR, May, 2026

Backtracking When It Strays: Mitigating Dual Exposure Biases in LLM Reasoning Distillation.

Bing Wang, Shaotian Yan, Chen Shen, Kaiyuan Liu, Sinan Fan, Ximing Li, Rui Miao, Xiaosong Yuan, Zhanming Shen, Jieping Ye

CoRR, May, 2026

FedSDR: Federated Self-Distillation with Rectification.

Ziheng Ren, Zhanming Shen, Hao Wang, Ning Liu, You Song

CoRR, May, 2026

Supervised Fine-Tuning Needs to Unlock the Potential of Token Priority.

Zhanming Shen, Zeyu Qin, Jiaqi Hu, Wentao Ye, Hao Chen, Xiaomeng Hu, Haokai Xu, Gang Chen, Yi R. Fung, Haobo Wang

CoRR, February, 2026

Training-Trajectory-Aware Token Selection.

Zhanming Shen, Jiaqi Hu, Zeyu Qin, Hao Chen, Wentao Ye, Zenan Huang, Yihong Zhuang, Guoshan Lu, Jun Zhou, Junbo Zhao

CoRR, January, 2026

2025

Merge-of-Thought Distillation.

Zhanming Shen, Zeyu Qin, Zenan Huang, Hao Chen, Jiaqi Hu, Yihong Zhuang, Guoshan Lu, Gang Chen, Junbo Zhao

CoRR, September, 2025

Reinforcement Learning with Rubric Anchors.

Zenan Huang, Yihong Zhuang, Guoshan Lu, Zeyu Qin, Haokai Xu, Tianyu Zhao, Ru Peng, Jiaqi Hu, Zhanming Shen, Xiaomeng Hu, Xijun Gu, Peiyi Tu, Jiaxin Liu, Wenyu Chen, Yuzhuo Fu, Zhiting Fan, Yanmei Gu, Yuanyuan Wang, Zhengkai Yang, Jianguo Li, Junbo Zhao

CoRR, August, 2025

pFedGPT: Hierarchically Optimizing LoRA Aggregation Weights for Personalized Federated GPT Models.

Zhanming Shen, Tianqi Xu, Hao Wang, Jian Li, Miao Pan

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

CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency.

Zhanming Shen, Hao Chen, Yulei Tang, Shaolin Zhu, Wentao Ye, Xiaomeng Hu, Haobo Wang, Gang Chen, Junbo Zhao

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