MINA: Auto-scale In-network Aggregation for Machine Learning Service. - Shichen Dong; Zhixiong Niu; Mingchao Zhang; Zhiying Xu; Chuntao Hu; Wei Wang 002; Pengzhi Zhu; Qingchun Song; Lei Qu; Peng Cheng 005; Yongqiang Xiong; Chen Tian 001; et al. (APNet, 2023)

W2KPE: Keyphrase Extraction with Word-Word Relation. - Wen Cheng; Shichen Dong; Wei Wang (ICASSP, 2023)

USee: Ultrasound-Based Device-Free Eye Movement Sensing. - Wen Cheng; Mingzhi Pang; Haoran Wan; Shichen Dong; Dongxu Liu; Wei Wang 002 (SECON, 2024)

QAQ: Quality Adaptive Quantization for LLM KV Cache. - Shichen Dong; Wen Cheng; Jiayu Qin 001; Wei Wang 002 (CoRR, 2024)

Mina: Fine-Grained In-network Aggregation Resource Scheduling for Machine Learning Service. - Shichen Dong; Zhixiong Niu; Mingchao Zhang; Zhiying Xu; Chuntao Hu; Pengzhi Zhu; Qingchun Song; Lei Qu; Peng Cheng 005; Cam-Tu Nguyen; Shaoling Sun; Xiaohu Xu; et al. (INFOCOM, 2025)