Xiaomin Ouyang

According to our database, Xiaomin Ouyang authored at least 19 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mozart: A Mobile ToF System for Sensing in the Dark Through Phase Manipulation.

Zhiyuan Xie, Xiaomin Ouyang, Li Pan, Guoliang Xing, Xiaoming Liu

GetMobile Mob. Comput. Commun., September, 2024

MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT.

Xiaomin Ouyang, Jason Wu, Tomoyoshi Kimura, Yihan Lin, Gunjan Verma, Tarek F. Abdelzaher, Mani Srivastava

CoRR, 2024

SensorBench: Benchmarking LLMs in Coding-Based Sensor Processing.

Pengrui Quan, Xiaomin Ouyang, Jeya Vikranth Jeyakumar, Ziqi Wang, Yang Xing, Mani Srivastava

CoRR, 2024

LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces.

Xiaomin Ouyang, Mani Srivastava

CoRR, 2024

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, Guoliang Xing

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors.

Jason Wu, Ziqi Wang, Xiaomin Ouyang, Ho Lyun Jeong, Colin Samplawski, Lance M. Kaplan, Benjamin M. Marlin, Mani Srivastava

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Fedkit: Enabling Cross-Platform Federated Learning for Android and iOS.

Sichang He, Beilong Tang, Boyan Zhang, Jiaoqi Shao, Xiaomin Ouyang, Daniel Nata Nugraha, Bing Luo

Proceedings of the IEEE INFOCOM 2024, 2024

Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics?

Ozan Baris Mulayim, Pengrui Quan, Liying Han, Xiaomin Ouyang, Dezhi Hong, Mario Bergés, Mani Srivastava

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

2023

ClusterFL: A Clustering-based Federated Learning System for Human Activity Recognition.

Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Guoliang Xing, Jianwei Huang

ACM Trans. Sens. Networks, February, 2023

Optimization Design for Federated Learning in Heterogeneous 6G Networks.

Bing Luo, Pengchao Han, Peng Sun, Xiaomin Ouyang, Jianwei Huang, Ningning Ding

IEEE Netw., 2023

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, Xinyan Wang, Shihua Cao, Jiang Xin, Hazel Mok, Zhenyu Yan, Doris Sau-Fung Yu, Timothy Kwok, Guoliang Xing

CoRR, 2023

Mozart: A Mobile ToF System for Sensing in the Dark through Phase Manipulation.

Zhiyuan Xie, Xiaomin Ouyang, Li Pan, Wenrui Lu, Guoliang Xing, Xiaoming Liu

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

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

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

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Design and Deployment of Multi-Modal Federated Learning Systems for Alzheimer's Disease Monitoring.

Xiaomin Ouyang

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

2022

HiToF: a ToF camera system for capturing high-resolution textures.

Zhiyuan Xie, Xiaomin Ouyang, Li Pan, Wenrui Lu, Xiaoming Liu, Guoliang Xing

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Cosmo: contrastive fusion learning with small data for multimodal human activity recognition.

Xiaomin Ouyang, Xian Shuai, Jiayu Zhou, Ivy Wang Shi, Zhiyuan Xie, Guoliang Xing, Jianwei Huang

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

2021

UltraDepth: Exposing High-Resolution Texture from Depth Cameras.

Zhiyuan Xie, Xiaomin Ouyang, Xiaoming Liu, Guoliang Xing

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

FedDL: Federated Learning via Dynamic Layer Sharing for Human Activity Recognition.

Linlin Tu, Xiaomin Ouyang, Jiayu Zhou, Yuze He, Guoliang Xing

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

ClusterFL: a similarity-aware federated learning system for human activity recognition.

Xiaomin Ouyang, Zhiyuan Xie, Jiayu Zhou, Jianwei Huang, Guoliang Xing

Proceedings of the MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services, Virtual Event, Wisconsin, USA, 24 June, 2021