Publications

2026

1. ICML

   LIFT: A Novel Framework for Enhancing Long-Context Understanding of LLMs via Long Input Fine-Tuning

   Yansheng Mao, Yufei Xu, Jiaqi Li, and 5 more authors

   International Conference on Machine Learning, 2026

   Bib HTML PDF Code

   @article{mao2026lift,
     title = {LIFT: A Novel Framework for Enhancing Long-Context Understanding of LLMs via Long Input Fine-Tuning},
     author = {Mao, Yansheng and Xu, Yufei and Li, Jiaqi and Meng, Fanxu and Yang, Haotong and Zheng, Zilong and Wang, Xiyuan and Zhang, Muhan},
     journal = {International Conference on Machine Learning},
     year = {2026},
   }

2. ICML

   SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass

   Yewei Liu, Xiyuan Wang, Yansheng Mao, and 3 more authors

   International Conference on Machine Learning, 2026

   Bib HTML PDF Code

   @article{liu2026shine,
     title = {SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass},
     author = {Liu, Yewei and Wang, Xiyuan and Mao, Yansheng and Gelbery, Yoav and Maron, Haggai and Zhang, Muhan},
     journal = {International Conference on Machine Learning},
     year = {2026},
   }