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Dongxiao Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Dongxiao Zhang
8
papers ·
53
citations ·
67
h-index
Peking University · Southern University of Science and Technology · Ningbo Institute of Industrial Technology
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Most-cited papers
An Adaptive Deep Learning Framework for Day-ahead Forecasting of Photovoltaic Power Generation
2021 · 53 citations
Diffusion Once and Done: Degradation-Aware LoRA for Efficient All-in-One Image Restoration
2025
Diffusion Once and Done: Degradation-Aware LoRA for Efficient All-in-One Image Restoration
2025
BuildSTG: A Multi-building Energy Load Forecasting Method using Spatio-Temporal Graph Neural Network
2025
DLGA-PDE: Discovery of PDEs with incomplete candidate library via combination of deep learning and genetic algorithm
2020
A Lagrangian Dual-based Theory-guided Deep Neural Network
2020
Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method
2020
A Phone-based Distributed Ambient Temperature Measurement System with An Efficient Label-free Automated Training Strategy
2024
Topics
Math & Equations
Physics ML
Image Restoration
Image Generation
Diffusion Models
Training & Sampling
Conditioning & Control
GNN Architectures
Temporal & Dynamic
Drug Discovery