We stand with Ukraine

We stand with Ukraine

Yanming Zhu

Orcid: 0000-0002-8238-8090

Affiliations:

University of New South Wales, Sydney, Australia (PhD 2019)
Tianjin University, School of Computer Science and Technology, China (former)

According to our database¹, Yanming Zhu authored at least 41 papers between 2012 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Links

Online presence:

On csauthors.net:

Bibliography

2026

Distance-Aware Joint Spatio-Temporal Graph Contrastive Learning for Major Depressive Disorder Diagnosis.

[DOI]

Muhammad Asif Hasan

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Alan Wee-Chung Liew

CoRR, May, 2026

fMRI-Diffusion: Generating fMRI Time Series Via a Temporal Transformer Diffusion Model for Major Depressive Disorder Diagnosis.

[DOI]

Muhammad Asif Hasan

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Alan Wee-Chung Liew

CoRR, May, 2026

Neuroscience-inspired Staged Representation Learning with Disentangled Coarse- and Fine-Grained Semantics for EEG Visual Decoding.

[DOI]

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Alan Wee-Chung Liew

CoRR, May, 2026

DCG-Net: Dual Cross-Attention with Concept-Value Graph Reasoning for Interpretable Medical Diagnosis.

[DOI]

Getamesay Haile Dagnaw

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Muhammad Hassan Maqsood

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Alan Wee-Chung Liew

CoRR, March, 2026

NCSTR: Node-Centric Decoupled Spatio-Temporal Reasoning for Video-based Human Pose Estimation.

[DOI]

Quang Dang Huynh

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Hugo G. Espinosa

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Alan Wee-Chung Liew

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Matthew T. O. Worsey

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CoRR, March, 2026

SR3R: Rethinking Super-Resolution 3D Reconstruction With Feed-Forward Gaussian Splatting.

[DOI]

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Zhenzhong Kuang

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CoRR, February, 2026

KF-GS: Kalman filter-guided Gaussian splatting for real-time high-quality dynamic scene reconstruction.

[DOI]

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Zhenzhong Kuang

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J. Vis. Commun. Image Represent., 2026

MDeiT: A lightweight and explainable hybrid model for cancer classification in histopathology images.

[DOI]

Getamesay Haile Dagnaw

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Muhammad Hassan Maqsood

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Alan Wee-Chung Liew

Biomed. Signal Process. Control., 2026

Prompt-Free Lightweight Sam Adaptation for Histopathology Nuclei Segmentation with Strong Cross-Dataset Generalization.

[DOI]

Muhammad Hassan Maqsood

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Getamesay Haile Dagnaw

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Alan Wee-Chung Liew

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

IE-SRGS: An Internal-External Knowledge Fusion Framework for High-Fidelity 3D Gaussian Splatting Super-Resolution.

[DOI]

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Zhenzhong Kuang

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Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

IE-SRGS: An Internal-External Knowledge Fusion Framework for High-Fidelity 3D Gaussian Splatting Super-Resolution.

[DOI]

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Zhenzhong Kuang

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CoRR, November, 2025

Multimodal Feature Prototype Learning for Interpretable and Discriminative Cancer Survival Prediction.

[DOI]

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CoRR, October, 2025

Deep learning model inversion attacks and defenses: a comprehensive survey.

[DOI]

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Artif. Intell. Rev., August, 2025

Explainable Artificial Intelligence in Biomedical Image Analysis: A Comprehensive Survey.

[DOI]

Getamesay Haile Dagnaw

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Muhammad Hassan Maqsood

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,

,

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Alan Wee-Chung Liew

CoRR, July, 2025

Deep Learning Model Inversion Attacks and Defenses: A Comprehensive Survey.

[DOI]

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CoRR, January, 2025

Explainable multimodal hematology analysis for white blood cell classification and attribute prediction.

[DOI]

Getamesay Haile Dagnaw

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Muhammad Hassan Maqsood

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,

Alan Wee-Chung Liew

Comput. Biol. Medicine, 2025

ViewCloud: A lightweight multi-view point cloud representation for efficient 3D recognition and cross-domain retrieval.

[DOI]

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Zhenzhong Kuang

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Comput. Aided Des., 2025

2024

Privacy-Preserving in Medical Image Analysis: A Review of Methods and Applications.

[DOI]

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Alan Wee-Chung Liew

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Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2024

AC-UNet: Adaptive Connection UNet for White Matter Tract Segmentation Through Neural Architecture Search.

[DOI]

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Ari Tchetchenian

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Alan Wee-Chung Liew

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Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

FingerGAN: A Constrained Fingerprint Generation Scheme for Latent Fingerprint Enhancement.

[DOI]

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IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

A Compound Loss Function With Shape Aware Weight Map for Microscopy Cell Segmentation.

[DOI]

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IEEE Trans. Medical Imaging, May, 2023

Deep Learning in Diverse Intelligent Sensor Based Systems.

[DOI]

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Sensors, 2023

A Novel Length-Flexible Lightweight Cancelable Fingerprint Template for Privacy-Preserving Authentication Systems in Resource-Constrained IoT Applications.

[DOI]

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IEEE Internet Things J., 2023

2022

A Subgrid-Oriented Privacy-Preserving Microservice Framework Based on Deep Neural Network for False Data Injection Attack Detection in Smart Grids.

[DOI]

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IEEE Trans. Ind. Informatics, 2022

Representation Learning and Pattern Recognition in Cognitive Biometrics: A Survey.

[DOI]

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Sensors, 2022

PowerFDNet: Deep Learning-Based Stealthy False Data Injection Attack Detection for AC-Model Transmission Systems.

[DOI]

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IEEE Open J. Comput. Soc., 2022

A Comprehensive Survey of Privacy-preserving Federated Learning: A Taxonomy, Review, and Future Directions.

[DOI]

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ACM Comput. Surv., 2022

Pair-Relationship Modeling for Latent Fingerprint Recognition.

[DOI]

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CoRR, 2022

2021

3D Fingerprint Recognition based on Ridge-Valley-Guided 3D Reconstruction and 3D Topology Polymer Feature Extraction.

[DOI]

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IEEE Trans. Pattern Anal. Mach. Intell., 2021

A Survey on 2D and 3D Contactless Fingerprint Biometrics: A Taxonomy, Review, and Future Directions.

[DOI]

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IEEE Open J. Comput. Soc., 2021

Automatic improvement of deep learning-based cell segmentation in time-lapse microscopy by neural architecture search.

[DOI]

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Bioinform., 2021

2020

Contactless Fingerprint Recognition Based on Global Minutia Topology and Loose Genetic Algorithm.

[DOI]

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IEEE Trans. Inf. Forensics Secur., 2020

Neural Architecture Search for Microscopy Cell Segmentation.

[DOI]

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Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020

2019

Deep learning based automated latent fingerprint identification.

[DOI]

PhD thesis, 2019

2017

Latent fingerprint segmentation based on convolutional neural networks.

[DOI]

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Proceedings of the 2017 IEEE Workshop on Information Forensics and Security, 2017

Robust Fingerprint Matching Based on Convolutional Neural Networks.

[DOI]

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Proceedings of the Mobile Networks and Management - 9th International Conference, 2017

A Robust Contactless Fingerprint Enhancement Algorithm.

[DOI]

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Proceedings of the Mobile Networks and Management - 9th International Conference, 2017

2016

Video super-resolution using an adaptive superpixel-guided auto-regressive model.

[DOI]

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Pattern Recognit., 2016

2014

Video super-resolution based on automatic key-frame selection and feature-guided variational optical flow.

[DOI]

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Signal Process. Image Commun., 2014

2013

Adaptive Video Super-Resolution Based on Superpixel-Guided Auto-Regressive Model.

[DOI]

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Proceedings of the Advances in Multimedia Information Processing - PCM 2013, 2013

2012

Optimized image super-resolution based on sparse representation.

[DOI]

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Proceedings of the 21st International Conference on Pattern Recognition, 2012

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