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Hujun Yin

The University of Manchester

United Kingdom

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Research Interests

Computational Neuroscience

30%

Artificial Intelligence

30%

Computer Vision

40%

Convolutional Neural Network

40%

Vision Science

20%

Practical Application

20%

Particle Image Velocimetry

20%

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Articles19

A Survey of Methods for Addressing Imbalance Data Problems in Agriculture Applications

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Year:

2025

Simulating neutronics heating using physics-informed neural networks to resolve the temperature field

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Year:

2025

Surrogate model development for digital experiments in welding

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Year:

2025

PointGS: Point‐Wise Feature‐Aware Gaussian Splatting for Sparse View Synthesis

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Year:

2025

Non-Unique Machine Learning Mapping in Data-Driven Reynolds Averaged Turbulence Models

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Year:

2024

Model-based deep reinforcement learning for active control of flow around a circular cylinder using action-informed episode-based neural ordinary differential equations

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Year:

2024

Feature-Enhanced Representation with Transformers for Multi-View Stereo

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Year:

2024

High-Frequency Channel Attention and Contrastive Learning for Image Super-Resolution

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Year:

2024

Segmentation of Weeds and Crops Using Multispectral Imaging and CRF-enhanced U-Net

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Year:

2023

A divide-and-conquer machine learning approach for modeling turbulent flows

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Year:

2023

Unsupervised Domain Adaptation Through Dynamically Aligning Both the Feature and Label Spaces

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Year:

2022

A slimmer and deeper approach to deep network structures for low‐level vision tasks

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Year:

2022

A Slimmer and Deeper Approach to Deep Network Structures for Low-Level Vision Tasks

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Year:

2022

A Survey of Deep Learning Approaches to Image Restoration

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Year:

2022

Active flow control using deep reinforcement learning with time delays in Markov decision process and autoregressive policy

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Year:

2022

Manifold-enhanced CycleGAN for facial expression synthesis

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Year:

2022

Early detection of plant virus infection using multispectral imaging and spatial-spectral machine learning

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Year:

2022

A Convex Discriminant Semantic Correlation Analysis for Cross-View Recognition

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Year:

2022

Design and Experimental Validation of Deep Reinforcement Learning-Based Fast Trajectory Planning and Control for Mobile Robot in Unknown Environment

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Year:

2022

Collaborators10

Lee Margetts

The University of Manchester

UNITED KINGDOM

Barry Lennox

The University of Manchester

UNITED KINGDOM

Farshad Arvin

The University of Manchester

UNITED KINGDOM

Joaquin Carrasco

Professor

The University of Manchester

UNITED KINGDOM

Raska Soemantoro

The University of Manchester

UNITED KINGDOM

Yasser Mahmoudi Larimi

The University of Manchester

UNITED KINGDOM

Anastasia Vasileiou

The University of Manchester

UNITED KINGDOM

Amir Keshmiri

The University of Manchester

UNITED KINGDOM

mohammad jadidi

Lecturer

University of Bristol

UNITED KINGDOM

Bruce Grieve

The University of Manchester

UNITED KINGDOM

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