Chinese grammatical error correction based on knowledge distillation. - Peng Xia 005; Yuechi Zhou; Ziyan Zhang; Zecheng Tang; Juntao Li (CoRR, 2022)

The Benefits in Shallow: Merge Decoding Across Large Language Model Layers. - Yuechi Zhou; Chuyue Zhou; Wenjing Xie; Xinrui Wang; Jiuchang Chen; Zhenghua Ni; Juntao Li (NLPCC (2), 2024)

OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning. - Dan Qiao; Yi Su 006; Pinzheng Wang; Jing Ye; Wenjing Xie; Yuechi Zhou; Yuyang Ding; Zecheng Tang; Jikai Wang; Yixin Ji; Yue Wang 039; Pei Guo; et al. (CoRR, 2024)

Accurate KV Cache Quantization with Outlier Tokens Tracing. - Yi Su 006; Yuechi Zhou; Quantong Qiu; Juntao Li; Qingrong Xia; Ping Li 016; Xinyu Duan; Zhefeng Wang 001; Min Zhang 005 (ACL (1), 2025)

ALW: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models. - Yuechi Zhou; Chuyue Zhou; Jianxin Zhang; Juntao Li; Min Zhang (ACL (Findings), 2025)

CaliDrop: KV Cache Compression with Calibration. - Yi Su 006; Quantong Qiu; Yuechi Zhou; Juntao Li; Qingrong Xia; Ping Li 016; Xinyu Duan; Zhe-Feng Wang 001; Min Zhang 005 (CoRR, 2025)