Yujiang He

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Active Learning

Imbalanced Datasets

Regression Problems

Top Venues

Earth Sci. Informatics

Publications

Zhixin Huang, Yujiang He, Bernhard Sick
Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Prediction. CoRR (2024)
Zhixin Huang, Yujiang He, Marek Herde, Denis Huseljic, Bernhard Sick
Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets. IAL@PKDD/ECML (2023)
Yujiang He, Zhixin Huang, Bernhard Sick
Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learning. CoRR (2022)
Yujiang He
Adaptive Explainable Continual Learning Framework for Regression Problems with Focus on Power Forecasts. CoRR (2021)
Yujiang He, Zhixin Huang, Bernhard Sick
Toward Application of Continuous Power Forecasts in a Regional Flexibility Market. IJCNN (2021)
Zhixin Huang, Yujiang He, Stephan Vogt, Bernhard Sick
Uncertainty and Utility Sampling with Pre-Clustering. IAL@PKDD/ECML (2021)
Lei Dai, Guiling Wang, Yujiang He
Assessing soil fractal and sorting characteristics based on geostatistics and modeling approaches in a typical basin of North China plain. Earth Sci. Informatics 14 (2) (2021)
Yujiang He, Bernhard Sick
CLeaR: An Adaptive Continual Learning Framework for Regression Tasks. CoRR (2021)
Yujiang He, Janosch Henze, Bernhard Sick
Forecasting Power Grid States for Regional Energy Markets with Deep Neural Networks. IJCNN (2020)