Publication

2024

1. 

   ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer’s Disease

   Xiaomin Ouyang, Xian Shuai, Yang Li, Li Pan, Xifan Zhang, Heming Fu, Sitong Cheng, Xinyan Wang, Shihua Cao, Jiang Xin, Hazel Mok, Zhenyu Yan, Doris Sau Fung Yu, Timothy Kwok, and Guoliang Xing

   In The 30th Annual International Conference on Mobile Computing and Networking(MobiCom), 2024

   Bib

   @inproceedings{mobicom2024admarker,
     title = {ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer’s Disease},
     booktitle = {The 30th Annual International Conference on Mobile Computing and Networking(MobiCom)},
     author = {Ouyang, Xiaomin and Shuai, Xian and Li, Yang and Pan, Li and Zhang, Xifan and Fu, Heming and Cheng, Sitong and Wang, Xinyan and Cao, Shihua and Xin, Jiang and Mok, Hazel and Yan, Zhenyu and Yu, Doris Sau Fung and Kwok, Timothy and Xing, Guoliang},
     year = {2024},
   }

2023

1. 

   Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training

   Xiaomin Ouyang, Zhiyuan Xie, Heming Fu, Sitong Cheng, Neiwen Ling, Guoliang Xing, Jiayu Zhou, and Jianwei Huang

   In The 21st Annual International Conference on Mobile Systems, Applications, and Services(MobiSys), 2023

   Bib HTML PDF

   @inproceedings{mobisys2023harmony,
     title = {Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training},
     booktitle = {The 21st Annual International Conference on Mobile Systems, Applications, and Services(MobiSys)},
     author = {Ouyang, Xiaomin and Xie, Zhiyuan and Fu, Heming and Cheng, Sitong and Ling, Neiwen and Xing, Guoliang and Zhou, Jiayu and Huang, Jianwei},
     year = {2023},
   }

2022

1. 

   An Indoor Smart Traffic Dataset and Data Collection System: Dataset

   Neiwen Ling, Yuze He, Nan Guan, Heming Fu, and Guoliang Xing

   In The 20th ACM Conference on Embedded Networked Sensor Systems(SenSys), 2022

   Bib HTML PDF

   @inproceedings{sensys2022dataindoor,
     title = {An Indoor Smart Traffic Dataset and Data Collection System: Dataset},
     booktitle = {The 20th ACM Conference on Embedded Networked Sensor Systems(SenSys)},
     author = {Ling, Neiwen and He, Yuze and Guan, Nan and Fu, Heming and Xing, Guoliang},
     year = {2022},
   }