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Dalin Qin
Observed name:
Qin, Dalin
Institutions:
Tsinghua Sichuan Energy Internet Research Institute,
University of Hong Kong
Observed institutions:
Chinese Academy of Sciences,
Tsinghua Sichuan Energy Internet Research Institute,
Institute of Automation,
University of Hong Kong,
South China University of Technology
ORCID:
0000-0001-7752-023X
Observed ORCID:
0000-0001-7752-023X
OpenAlex ID:
A5033403719
Personalized Federated DARTS for Electricity Load Forecasting of Individual Buildings
2023
·
Dalin Qin
, Chenxi Wang
, et al.
·
IEEE Transactions on Smart Grid
·
63
Introducing edge intelligence to smart meters via federated split learning
2024
·
Yehui Li
, Dalin Qin
, et al.
·
Nature Communications
·
47
PDF
Lightweight Federated Learning for On-Device Non-Intrusive Load Monitoring
2024
·
Yehui Li
, Ruiyang Yao
, et al.
·
IEEE Transactions on Smart Grid
·
30
Federated deep contrastive learning for mid-term natural gas demand forecasting
2023
·
Dalin Qin
, Guobing Liu
, et al.
·
Applied Energy
·
30
Adaptive probabilistic load forecasting for individual buildings
2022
·
Chenxi Wang
, Dalin Qin
, et al.
·
iEnergy
·
17
PDF
Deciding When to Use a Personalized Model for Load Forecasting
2024
·
Dalin Qin
, Qingsong Wen
, et al.
·
IEEE Transactions on Smart Grid
·
12
Load forecasting under distribution shift: An online quantile ensembling approach
2025
·
Dalin Qin
, Xian Wu
, et al.
·
Applied Energy
·
8
Load Forecasting Model Trading: A Cost-Oriented and Auction-Based Approach
2025
·
Dalin Qin
, Pierre Pinson
, et al.
·
IEEE Transactions on Smart Grid
·
7
Addressing Concept Shift in Online Time Series Forecasting: Detect-then-Adapt
2024
·
Zhang, YiFan
, Chen, Weiqi
, et al.
·
arXiv (Cornell University)
·
7
PDF
Toward On-Device Distributed Photovoltaic Power Forecasting: A Tiny Online Learning Framework
2025
·
Yehui Li
, Dalin Qin
, et al.
·
IEEE Transactions on Smart Grid
·
4
Rank Load Forecasting Performances of Multiple Datasets
2023
·
Shu Liu
, Dalin Qin
, et al.
·
IEEE Sustainable Power and Energy Conference (iSPEC)
·
4
Generalizable Thermal Dynamics Modeling via Personalized Federated Learning
2025
·
Xueyuan Cui
, Dalin Qin
, et al.
·
IEEE Transactions on Smart Grid
·
3
Evolving Multi-Scale Normalization for Time Series Forecasting under Distribution Shifts
2024
·
Qin, Dalin
, Li, Yehui
, et al.
·
arXiv (Cornell University)
·
2
PDF
An Explainable Framework for Machine learning-Based Reactive Power Optimization of Distribution Network
2023
·
Liao, Wenlong
, Schäfer, Benjamin
, et al.
·
arXiv (Cornell University)
·
2
PDF
Electricity load forecasting under extreme heat and cold waves
2026
·
Nan Lu
, Dalin Qin
, et al.
·
Nature Communications
·
1
PDF
Explainable Artificial Intelligence for Reactive Power Optimization of Distribution Networks
2025
·
Wenlong Liao
, Benjamin Schäfer
, et al.
·
IEEE International Symposium on the Application of Artificial Intelligence in Electrical Engineering (AAIEE)
·
1
Modeling and Small-Signal Stability Analysis for Time-Delayed AC Multi-Microgrid Systems in Islanded Mode
2021
·
Dalin Qin
, Lingxue Lin
·
International Conference on Power System Technology (POWERCON)
·
1
Bridging macro-trend and micro-dynamics: A robust mixed-frequency framework for mid-term load forecasting
2026
·
Shu Liu
, Fangmei Bie
, et al.
·
Applied Energy
Addressing Data Scarcity in Mid-Term Load Forecasting via Data Augmented Transfer Learning
2025
·
Shu Liu
, Dalin Qin
, et al.
·
SSRN Electronic Journal
Analysis of Fungal Decomposition based on Fungal Decomposition Model
2021
·
Chenxi Wang
, Dalin Qin
, et al.
·
Environment Resource and Ecology Journal
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Works count:
20
Citation count:
239
H-index:
7
I10-index:
6
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