SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator. - Guoxuan Chen; Han Shi; Jiawei Li; Yihang Gao; Xiaozhe Ren; Yimeng Chen; Xin Jiang; Zhenguo Li; Weiyang Liu; Chao Huang (CoRR, 2024)

Pre-training for Recommendation Unlearning. - Guoxuan Chen; Lianghao Xia; Chao Huang 001 (SIGIR, 2025)

LightGNN: Simple Graph Neural Network for Recommendation. - Guoxuan Chen; Lianghao Xia; Chao Huang 001 (WSDM, 2025)

Self-Adjust Softmax. - Chuanyang Zheng; Yihang Gao; Guoxuan Chen; Han Shi; Jing Xiong; Xiaozhe Ren; Chao Huang; Xin Jiang; Zhenguo Li; Yu Li (CoRR, 2025)