Dalin Qin

Personalized Federated DARTS for Electricity Load Forecasting of Individual Buildings

Dalin Qin, Chenxi Wang, Qingsong Wen et al. · IEEE Transactions on Smart Grid · 2023 · 48 citations

Federated deep contrastive learning for mid-term natural gas demand forecasting

Dalin Qin, Liu Guo-bing, Zengxiang Li et al. · Applied Energy · 2023 · 27 citations

Forecasting Methodology, Engineering, Machine Learning +8

Introducing edge intelligence to smart meters via federated split learning

Yehui Li, Dalin Qin, H. Vincent Poor et al. · Nature Communications · 2024 · 21 citations · Full text

Lightweight Federated Learning for On-Device Non-Intrusive Load Monitoring

Yehui Li, Ruiyang Yao, Dalin Qin et al. · IEEE Transactions on Smart Grid · 2024 · 16 citations

Adaptive probabilistic load forecasting for individual buildings

Chenxi Wang, Dalin Qin, Qingsong Wen et al. · iEnergy · 2022 · 10 citations · Full text