MoM: Linear Sequence Modeling with Mixture-of-Memories. - Jusen Du; Weigao Sun; Disen Lan; Jiaxi Hu; Yu Cheng (CoRR, 2025)

Liger: Linearizing Large Language Models to Gated Recurrent Structures. - Disen Lan; Weigao Sun; Jiaxi Hu; Jusen Du; Yu Cheng (CoRR, 2025)

Comba: Improving Bilinear RNNs with Closed-loop Control. - Jiaxi Hu; Yongqi Pan; Jusen Du; Disen Lan; Xiaqiang Tang; Qingsong Wen; Yuxuan Liang; Weigao Sun (CoRR, 2025)

Speed Always Wins: A Survey on Efficient Architectures for Large Language Models. - Weigao Sun; Jiaxi Hu; Yucheng Zhou 001; Jusen Du; Disen Lan; Kexin Wang; Tong Zhu 002; Xiaoye Qu; Yu Zhang; Xiaoyu Mo; Daizong Liu; Yuxuan Liang; et al. (CoRR, 2025)