Rui Zhu

Orcid: 0000-0002-9944-0369

Affiliations:

University of Kent, School of Mathematics, Statistics, and Actuarial Science, Canterbury, UK
University College London, UK (PhD 2017)

According to our database¹, Rui Zhu authored at least 41 papers between 2015 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2026

UC-PUAL: A universally consistent classifier of positive-unlabelled data.

[BibT_eX]

[DOI]

Xiaoke Wang

Rui Zhu

Jing-Hao Xue

Pattern Recognit., 2026

2025

Denoising Reuse: Exploiting Inter-Frame Motion Consistency for Efficient Video Generation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2025

Rise by Lifting Others: Interacting Features to Uplift Few-Shot Fine-Grained Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2025

Query-Aware Cross-Mixup and Cross-Reconstruction for Few-Shot Fine-Grained Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., February, 2025

Selectively Augmented Attention Network for Few-Shot Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., February, 2025

SRML: Structure-relation mutual learning network for few-shot image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

Clarity in chaos: Boosting few-shot classification through information suppression and sparsification.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

GKF-PUAL: A group kernel-free approach to positive-unlabeled learning with variable selection.

[BibT_eX]

[DOI]

Xiaoke Wang

Rui Zhu

Jing-Hao Xue

Inf. Sci., 2025

PUAL: A classifier on trifurcate positive-unlabelled data.

[BibT_eX]

[DOI]

Neurocomputing, 2025

Identity-Preserving Diffusion for Face Restoration.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Can Large Language Models Be Good Companions?: An LLM-Based Eyewear System with Conversational Common Ground.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., May, 2024

DSR-Diff: Depth map super-resolution with diffusion model.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2024

A simple scheme to amplify inter-class discrepancy for improving few-shot fine-grained image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Improving Diffusion-Based Image Restoration with Error Contraction and Error Correction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Locally-Enriched Cross-Reconstruction for Few-Shot Fine-Grained Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., December, 2023

CASES: A Cognition-Aware Smart Eyewear System for Understanding How People Read.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023

Statistical hypothesis testing as a novel perspective of pooling for image quality assessment.

[BibT_eX]

[DOI]

Signal Process. Image Commun., May, 2023

ReNAP: Relation network with adaptiveprototypical learning for few-shot classification.

[BibT_eX]

[DOI]

Neurocomputing, 2023

DSR-Diff: Depth Map Super-Resolution with Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Constrained mutual convex cone method for image set based recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Lightweight Single Image Super-Resolution With Similar Feature Fusion Block.

[BibT_eX]

[DOI]

IEEE Access, 2022

Distilling Resolution-robust Identity Knowledge for Texture-Enhanced Face Hallucination.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Quality-Oriented Feature Regression for Robust Image Similarity Metric.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Sain: Similarity-Aware Video Frame Interpolation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Generalisations of stochastic supervision models.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

2020

A Novel Separating Hyperplane Classification Framework to Unify Nearest-Class-Model Methods for High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Special Issue on Advances in Statistical Methods-based Visual Quality Assessment.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2020

Adjusting the imbalance ratio by the dimensionality of imbalanced data.

[BibT_eX]

[DOI]

Rui Zhu

Yiwen Guo

Jing-Hao Xue

Pattern Recognit. Lett., 2020

Deep learning for image super-resolution.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Generalization Bound of Gradient Descent for Non-Convex Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Learning distance to subspace for the nearest subspace methods in high-dimensional data classification.

[BibT_eX]

[DOI]

Rui Zhu

Mingzhi Dong

Jing-Hao Xue

Inf. Sci., 2019

2018

On Hypothesis Testing for Comparing Image Quality Assessment Metrics [Tips & Tricks].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Cone-based joint sparse modelling for hyperspectral image classification.

[BibT_eX]

[DOI]

Signal Process., 2018

LRID: A new metric of multi-class imbalance degree based on likelihood-ratio test.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

MvSSIM: A quality assessment index for hyperspectral images.

[BibT_eX]

[DOI]

Rui Zhu

Fei Zhou

Jing-Hao Xue

Neurocomputing, 2018

Spatial-Temporal Attention Res-TCN for Skeleton-Based Dynamic Hand Gesture Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Matched Shrunken Cone Detector (MSCD): Bayesian Derivations and Case Studies for Hyperspectral Target Detection.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

On the orthogonal distance to class subspaces for high-dimensional data classification.

[BibT_eX]

[DOI]

Rui Zhu

Jing-Hao Xue

Inf. Sci., 2017

Building a discriminatively ordered subspace on the generating matrix to classify high-dimensional spectral data.

[BibT_eX]

[DOI]

Rui Zhu

Kazuhiro Fukui

Jing-Hao Xue

Inf. Sci., 2017

2015

Spectral Nonlocal Restoration of Hyperspectral Images With Low-Rank Property.

[BibT_eX]

[DOI]

Rui Zhu

Mingzhi Dong

Jing-Hao Xue

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Rui Zhu

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