Clusterfl: a similarity-aware federated learning system for human activity recognition X Ouyang, Z Xie, J Zhou, J Huang, G Xing Proceedings of the 19th Annual International Conference on Mobile Systems …, 2021 | 151 | 2021 |
Feddl: Federated learning via dynamic layer sharing for human activity recognition L Tu, X Ouyang, J Zhou, Y He, G Xing Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021 | 68 | 2021 |
Cosmo: contrastive fusion learning with small data for multimodal human activity recognition X Ouyang, X Shuai, J Zhou, IW Shi, Z Xie, G Xing, J Huang Proceedings of the 28th Annual International Conference on Mobile Computing …, 2022 | 33 | 2022 |
Clusterfl: A clustering-based federated learning system for human activity recognition X Ouyang, Z Xie, J Zhou, G Xing, J Huang ACM Transactions on Sensor Networks 19 (1), 1-32, 2022 | 31 | 2022 |
Harmony: Heterogeneous multi-modal federated learning through disentangled model training X Ouyang, Z Xie, H Fu, S Cheng, L Pan, N Ling, G Xing, J Zhou, J Huang Proceedings of the 21st Annual International Conference on Mobile Systems …, 2023 | 14 | 2023 |
UltraDepth: Exposing high-resolution texture from depth cameras Z Xie, X Ouyang, X Liu, G Xing Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems …, 2021 | 11 | 2021 |
ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease X Ouyang, X Shuai, Y Li, L Pan, X Zhang, H Fu, S Cheng, X Wang, S Cao, ... Proceedings of the 30th Annual International Conference on Mobile Computing …, 2024 | 4 | 2024 |
Optimization Design for Federated Learning in Heterogeneous 6G Networks B Luo, X Ouyang, P Han, P Sun, J Huang, N Ding IEEE Network 37 (2), 38-43, 2023 | 4 | 2023 |
Design and Deployment of Multi-Modal Federated Learning Systems for Alzheimer's Disease Monitoring X Ouyang Proceedings of the 21st Annual International Conference on Mobile Systems …, 2023 | 4 | 2023 |
HiToF: a ToF camera system for capturing high-resolution textures Z Xie, X Ouyang, L Pan, W Lu, X Liu, G Xing Proceedings of the 28th Annual International Conference on Mobile Computing …, 2022 | 3 | 2022 |
Mozart: A Mobile ToF System for Sensing in the Dark through Phase Manipulation Z Xie, X Ouyang, L Pan, W Lu, G Xing, X Liu Proceedings of the 21st Annual International Conference on Mobile Systems …, 2023 | 1 | 2023 |
FlexLoc: Conditional Neural Networks for Zero-Shot Sensor Perspective Invariance in Object Localization with Distributed Multimodal Sensors J Wu, Z Wang, X Ouyang, HL Jeong, C Samplawski, L Kaplan, B Marlin, ... arXiv preprint arXiv:2406.06796, 2024 | | 2024 |
LLMSense: Harnessing LLMs for High-level Reasoning Over Spatiotemporal Sensor Traces X Ouyang, M Srivastava 2024 IEEE 3rd Workshop on Machine Learning on Edge in Sensor Systems (SenSys-ML), 2024 | | 2024 |
FedKit: Enabling Cross-Platform Federated Learning for Android and iOS S He, B Tang, B Zhang, J Shao, X Ouyang, DN Nugraha, B Luo arXiv preprint arXiv:2402.10464, 2024 | | 2024 |
SenSys-ML 2024 X Ouyang, M Srivastava, A Arouj, AM Abdelmoniem, P Yadav | | |