Search Results for author: Xiaomin Ouyang

Found 4 papers, 1 papers with code

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

no code implementations28 Mar 2024 Xiaomin Ouyang, Mani Srivastava

To answer this question, we design an effective prompting framework for LLMs on high-level reasoning tasks, which can handle traces from the raw sensor data as well as the low-level perception results.

Data Summarization World Knowledge

FedKit: Enabling Cross-Platform Federated Learning for Android and iOS

1 code implementation16 Feb 2024 Sichang He, Beilong Tang, Boyan Zhang, Jiaoqi Shao, Xiaomin Ouyang, Daniel Nata Nugraha, Bing Luo

We present FedKit, a federated learning (FL) system tailored for cross-platform FL research on Android and iOS devices.

Federated Learning

Optimization Design for Federated Learning in Heterogeneous 6G Networks

no code implementations15 Mar 2023 Bing Luo, Xiaomin Ouyang, Peng Sun, Pengchao Han, Ningning Ding, Jianwei Huang

With the rapid advancement of 5G networks, billions of smart Internet of Things (IoT) devices along with an enormous amount of data are generated at the network edge.

Federated Learning Management +2

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