Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model. - Yihong Dong; Zhaoyu Ma; Xue Jiang; Zhiyuan Fan; Jiaru Qian; Yongmin Li; Jianha Xiao; Zhi Jin 001; Rongyu Cao; Binhua Li; Fei Huang 002; Yongbin Li 001; et al. (CoRR, 2025)

Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation. - Yihong Dong; Zhaoyu Ma; Xue Jiang; Zhiyuan Fan; Jiaru Qian; Yongmin Li; Jianha Xiao; Zhi Jin 001; Ge Li 001 (ACL (1), 2026)

Evaluating the Formal Reasoning Capabilities of Large Language Models through Chomsky Hierarchy. - Yihong Dong; Jianha Xiao; Xue Jiang; Xuyuan Guo; Zhiyuan Fan; Jiaru Qian; Kechi Zhang; Jia Li; Zhi Jin 001; Ge Li 001 (CoRR, 2026)