Serving MoE Models on Resource-constrained Edge Devices via Dynamic Expert Swapping. - Rui Kong; Yuanchun Li; Qingtian Feng; Weijun Wang 001; Linghe Kong; Yunxin Liu 001 (CoRR, 2023)

SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget. - Rui Kong; Yuanchun Li; Qingtian Feng; Weijun Wang 001; Xiaozhou Ye; Ye Ouyang; Linghe Kong; Yunxin Liu 001 (ACL (1), 2024)

LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design. - Rui Kong; Qiyang Li; Xinyu Fang; Qingtian Feng; Qingfeng He; Yazhu Dong; Weijun Wang 001; Yuanchun Li; Linghe Kong; Yunxin Liu 001 (CoRR, 2024)

DM3D: Distortion-Minimized Weight Pruning for Lossless 3D Object Detection. - Kaixin Xu; Qingtian Feng; Hao Chen; Zhe Wang 019; Xue Geng; Xulei Yang; Min Wu 008; Xiaoli Li 001; Weisi Lin (CoRR, 2024)