activity
20202025
most citedFedNILM: Applying Federated Learning to NILM Applications at the Edge

6 citations · 7 across the 6 of their papers we have counts for

collaborators

6 papers

cs.DC2025

SAGkit: A Python SAG Toolkit for Response Time Analysis of Hybrid-Triggered Jobs

Ruide Cao, Zhuyun Qi, Qinyang He +3

For distributed control systems, modern latency-critical applications are increasingly demanding real-time guarantees and robustness. Response-time analysis (RTA) is useful for thi…

cs.LG2025

Prompting Large Language Models for Training-Free Non-Intrusive Load Monitoring

Junyu Xue, Xudong Wang, Xiaoling He +3

Non-intrusive load monitoring (NILM) aims to disaggregate total electricity consumption into individual appliance usage, thus enabling more effective energy management. While deep…

eess.SY2024★ 1 cited

Towards Real-world Deployment of NILM Systems: Challenges and Practices

Junyu Xue, Yu Zhang, Xudong Wang +2

Non-intrusive load monitoring (NILM), as a key load monitoring technology, can much reduce the deployment cost of traditional power sensors. Previous research has largely focused o…

cs.LG2021★ 6 cited

FedNILM: Applying Federated Learning to NILM Applications at the Edge

Yu Zhang, Guoming Tang, Qianyi Huang +3

Non-intrusive load monitoring (NILM) helps disaggregate the household's main electricity consumption to energy usages of individual appliances, thus greatly cutting down the cost i…

cs.LG2021

More Behind Your Electricity Bill: a Dual-DNN Approach to Non-Intrusive Load Monitoring

Yu Zhang, Guoming Tang, Qianyi Huang +2

Non-intrusive load monitoring (NILM) is a well-known single-channel blind source separation problem that aims to decompose the household energy consumption into itemised energy usa…

cs.HC2020

Quantifying Low-Battery Anxiety of Mobile Users and Its Impacts on Video Watching Behavior

Guoming Tang, Kui Wu, Yangjing Wu +3

People nowadays are increasingly dependent on mobile phones for daily communication, study, and business. Along with this it incurs the low-battery anxiety (LBA). Although having b…