Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations. - Qingfa Xiao; Shuangyin Li; Lei Chen 002 (ECAI, 2023)

Topic-DPR: Topic-based Prompts for Dense Passage Retrieval. - Qingfa Xiao; Shuangyin Li; Lei Chen 002 (EMNLP (Findings), 2023)

Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference. - Qingfa Xiao; Jiachuan Wang; Haoyang Li 002; Cheng Deng; Jiaqi Tang; Shuangyin Li; Yongqi Zhang; Jun Wang 012; Lei Chen 002 (CoRR, 2025)

PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing. - Cheng Deng; Luoyang Sun; Jiwen Jiang; Yongcheng Zeng; Xinjian Wu; Wenxin Zhao; Qingfa Xiao; Jiachuan Wang; Haoyang Li 002; Lei Chen 002; Lionel M. Ni; Haifeng Zhang; et al. (CoRR, 2025)

LoopServe: An Adaptive Dual-phase LLM Inference Acceleration System for Multi-Turn Dialogues. - Haoyang Li 002; Zhanchao Xu; Yiming Li; Xuejia Chen; Darian Li; Anxin Tian; Qingfa Xiao; Cheng Deng; Jun Wang 012; Qing Li 001; Lei Chen 002; Mingxuan Yuan (CoRR, 2025)