Xiaomin Ouyang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Object Localization

Spatiotemporal Patterns

Human Activity Recognition

Top Venues

Publications

Xiaomin Ouyang, Mani Srivastava
LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces. CoRR (2024)
Sichang He, Beilong Tang, Boyan Zhang, Jiaoqi Shao, Xiaomin Ouyang, Daniel Nata Nugraha, Bing Luo
FedKit: Enabling Cross-Platform Federated Learning for Android and iOS. CoRR (2024)
Jason Wu, Ziqi Wang, Xiaomin Ouyang, Ho Lyun Jeong, Colin Samplawski, Lance M. Kaplan, Benjamin M. Marlin, Mani B. Srivastava
FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors. CoRR (2024)
Sichang He, Beilong Tang, Boyan Zhang, Jiaoqi Shao, Xiaomin Ouyang, Daniel Nata Nugraha, Bing Luo
Fedkit: Enabling Cross-Platform Federated Learning for Android and iOS. INFOCOM (Workshops) (2024)
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, Guoliang Xing
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease. MobiCom (2024)
Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Guoliang Xing, Jianwei Huang
ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition. ACM Trans. Sens. Networks 19 (1) (2023)
Xiaomin Ouyang
Design and Deployment of Multi-Modal Federated Learning Systems for Alzheimer's Disease Monitoring. MobiSys (2023)
Bing Luo, Xiaomin Ouyang, Peng Sun, Pengchao Han, Ningning Ding, Jianwei Huang
Optimization Design for Federated Learning in Heterogeneous 6G Networks. CoRR (2023)
Xiaomin Ouyang, Xian Shuai, Yang Li, Li Pan, Xifan Zhang, Heming Fu, Xinyan Wang, Shihua Cao, Jiang Xin, Hazel Mok, Zhenyu Yan, Doris Sau-Fung Yu, Timothy Kwok, Guoliang Xing
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease. CoRR (2023)
Bing Luo, Pengchao Han, Peng Sun, Xiaomin Ouyang, Jianwei Huang, Ningning Ding
Optimization Design for Federated Learning in Heterogeneous 6G Networks. IEEE Netw. 37 (2) (2023)
Zhiyuan Xie, Xiaomin Ouyang, Li Pan, Wenrui Lu, Guoliang Xing, Xiaoming Liu
Mozart: A Mobile ToF System for Sensing in the Dark through Phase Manipulation. MobiSys (2023)
Xiaomin Ouyang, Zhiyuan Xie, Heming Fu, Sitong Cheng, Li Pan, Neiwen Ling, Guoliang Xing, Jiayu Zhou, Jianwei Huang
Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training. MobiSys (2023)
Zhiyuan Xie, Xiaomin Ouyang, Li Pan, Wenrui Lu, Xiaoming Liu, Guoliang Xing
HiToF: a ToF camera system for capturing high-resolution textures. MobiCom (2022)
Xiaomin Ouyang, Xian Shuai, Jiayu Zhou, Ivy Wang Shi, Zhiyuan Xie, Guoliang Xing, Jianwei Huang
Cosmo: contrastive fusion learning with small data for multimodal human activity recognition. MobiCom (2022)
Zhiyuan Xie, Xiaomin Ouyang, Xiaoming Liu, Guoliang Xing
UltraDepth: Exposing High-Resolution Texture from Depth Cameras. SenSys (2021)
Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Jianwei Huang, Guoliang Xing
ClusterFL: a similarity-aware federated learning system for human activity recognition. MobiSys (2021)
Linlin Tu, Xiaomin Ouyang, Jiayu Zhou, Yuze He, Guoliang Xing
FedDL: Federated Learning via Dynamic Layer Sharing for Human Activity Recognition. SenSys (2021)