Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint? - Xi Chen; Kaituo Feng; Changsheng Li; Xunhao Lai; Xiangyu Yue 001; Ye Yuan 001; Guoren Wang (CoRR, 2024)

FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference. - Xunhao Lai; Jianqiao Lu; Yao Luo; Yiyuan Ma; Xun Zhou (ICLR, 2025)

Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning. - Jiaze Chen; Tiantian Fan; Xin Liu; Lingjun Liu; Zhiqi Lin; Mingxuan Wang; Chengyi Wang; Xiangpeng Wei; Wenyuan Xu; Yufeng Yuan; Yu Yue; Lin Yan; et al. (CoRR, 2025)

Model Merging in Pre-training of Large Language Models. - Yunshui Li; Yiyuan Ma; Shen Yan; Chaoyi Zhang; Jing Liu; Jianqiao Lu; Ziwen Xu; Mengzhao Chen; Minrui Wang; Shiyi Zhan; Jin Ma; Xunhao Lai; et al. (CoRR, 2025)