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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me
About me
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Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Difference between Transductive and Inductive Learning
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通俗来说：课后作业里留了期中考试原题的是transductive learning,不留的是inductive learning,而且都不给答案。所以有原题的学生成绩更好
Difference between SGD and GD
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Some detail concerning the difference between SGD and GD.
Model Convergence Analysis
Published:
A specific inference concerning the convergence of Federated learning.
L-smooth
Published:
A specific inference concerning the convergence of Federated learning.
Convergence Analysis of the Federated Learning
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A specific inference concerning the convergence of Federated learning.
A python script to extract NREL wind power dataset via url links
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This is a post to record the data extraction method via python. The datasets come from NREL.
The information leakage exists in decomposition method
Published:
This is an argument on the decomposition method (e.g., ITD, EMD) in time series forecasting.
Bayesian Regression
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This is an brief introduction to the bayesian regression (Chinese).
Why do we call test-set as a way for unbiased estimation
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This is a premature thought on the unbiased estimation in target regression.
portfolio
Deep learning-based Day-ahead Electricity Price Forecast
Short description 
Multi-entity Wind Power Forecast Considering Privacy
Short description 
publications
Dense skip attention based deep learning for day-ahead electricity price forecasting
Published in IEEE Transactions on Power Systems, 2022
Yuanzheng Li,Yizhou Ding, Yun Liu, Tao Yang, Ping Wang, Jingfei Wang, Wei Yao
Download here
A Demand-Supply Cooperative Responding Strategy in Power System with High Renewable Energy Penetration
Published in IEEE Transactions on Control System Technology, 2023
Yuanzheng Li, Xinxin Long, Yang Li, Yizhou Ding, Tao Yang, Zhigang Zeng
Download here
Privacy-Preserving Multi-entity Wind Power Forecasting: A Federated Learning Approach
Published in , 2023
Yuanzheng Li, Yizhou Ding, Shangyang He, Yang Li, Chi-yung Chung, Zhigang Zeng
Download here
Topology Identification of Distribution Networks Based on Physics-Informed Latent Graph Attention Network
Published in 2023 3rd International Joint Conference on Energy, Electrical and Power Engineering (COEEPE), 2023
Zhou, Y., Liang, H., Zou, X., Ding, Y.*
Download here
Power Network Smart Meter Data Driven Cross-Task Transfer Learning for Resident Characteristics Estimation
Published in IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2023
Zhang, H., Wang, Z., Liu, X., Zhou, W., Ding, Y., Li, Y.
Download here
Artificial intelligence-based methods for renewable power system operation
Published in Nature Review Electrical Engineering, 2024
Yuanzheng Li, Yizhou Ding, Shangyang He, Fei Hu, Juntao Duan, Guanghui Wen, Hua Geng, Zhengguang Wu, Hoay Beng Gooi†, Yong Zhao, Chenghui Zhang, Shengwei Mei, and Zhigang Zeng,
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talks
Comming Soon
Published:
Comming Soon
teaching
Comming Soon
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.