Hui Liu

Orcid: 0000-0003-2159-025X

Affiliations:
  • Saint Francis University, Department of Computing and Information Sciences, Hong Kong
  • City University of Hong Kong, Department of Computer Science, Hong Kong (PhD)
  • Nanyang Technological University, Singapore (former)


According to our database1, Hui Liu authored at least 71 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference.
CoRR, 2024

Irregular Tensor Low-Rank Representation for Hyperspectral Image Representation.
CoRR, 2024

Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration.
CoRR, 2024

NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer.
CoRR, 2024

Towards Calibrated Deep Clustering Network.
CoRR, 2024

Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images.
CoRR, 2024

Continuous UAV Trajectory Design with Uncertain User Location in ISAC Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Noisy Label Removal for Partial Multi-Label Learning.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

FairMatch: Promoting Partial Label Learning by Unlabeled Samples.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023
Light Field Reconstruction via Deep Adaptive Fusion of Hybrid Lenses.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Relational prompt-based single-module single-step model for relational triple extraction.
J. King Saud Univ. Comput. Inf. Sci., October, 2023

Content-Aware Warping for View Synthesis.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2023

Deep Attention-Guided Graph Clustering With Dual Self-Supervision.
IEEE Trans. Circuits Syst. Video Technol., July, 2023

Semi-Supervised Subspace Clustering via Tensor Low-Rank Representation.
IEEE Trans. Circuits Syst. Video Technol., July, 2023

Learning a Locally Unified 3D Point Cloud for View Synthesis.
IEEE Trans. Image Process., 2023

EGRC-Net: Embedding-Induced Graph Refinement Clustering Network.
IEEE Trans. Image Process., 2023

Global Structure-Aware Diffusion Process for Low-light Image Enhancement.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ML2FNet: A Simple but Effective Multi-level Feature Fusion Network for Document-Level Relation Extraction.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022
Adaptive Attribute and Structure Subspace Clustering Network.
IEEE Trans. Image Process., 2022

Semisupervised Affinity Matrix Learning via Dual-Channel Information Recovery.
IEEE Trans. Cybern., 2022

Maximum Entropy Subspace Clustering Network.
IEEE Trans. Circuits Syst. Video Technol., 2022

Learning Low-Rank Graph With Enhanced Supervision.
IEEE Trans. Circuits Syst. Video Technol., 2022

Global-Local Balanced Low-Rank Approximation of Hyperspectral Images for Classification.
IEEE Trans. Circuits Syst. Video Technol., 2022

Self-Supervised Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Technol., 2022

A Novel Framework for Open-Set Authentication of Internet of Things Using Limited Devices.
Sensors, 2022

A Complex-Valued Self-Supervised Learning-Based Method for Specific Emitter Identification.
Entropy, 2022

Graph Augmentation Clustering Network.
CoRR, 2022

Learning A Unified 3D Point Cloud for View Synthesis.
CoRR, 2022

Rank-Enhanced Low-Dimensional Convolution Set for Hyperspectral Image Denoising.
CoRR, 2022

The triggers that open the NLP model backdoors are hidden in the adversarial samples.
Comput. Secur., 2022

A relation aware embedding mechanism for relation extraction.
Appl. Intell., 2022

2021
Semisupervised Adaptive Symmetric Non-Negative Matrix Factorization.
IEEE Trans. Cybern., 2021

Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation.
IEEE Trans. Circuits Syst. Video Technol., 2021

Deep Amended Gradient Descent for Efficient Spectral Reconstruction From Single RGB Images.
IEEE Trans. Computational Imaging, 2021

Specific Emitter Identification Based on Multi-Domain Feature Fusion and Integrated Learning.
Symmetry, 2021

HTLinker: A Head-to-Tail Linker for Nested Named Entity Recognition.
Symmetry, 2021

LAPREL: A Label-Aware Parallel Network for Relation Extraction.
Symmetry, 2021

Adaptive Multi-Agent Control Strategy in Heterogeneous Countermeasure Environments.
Int. J. Multim. Data Eng. Manag., 2021

A Novel Research in Low Altitude Acoustic Target Recognition Based on HMM.
Int. J. Multim. Data Eng. Manag., 2021

Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses.
CoRR, 2021

BDDR: An Effective Defense Against Textual Backdoor Attacks.
Comput. Secur., 2021

Attention-driven Graph Clustering Network.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Semantic Filter Based on Relations for Knowledge Graph Completion.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Black-Box Universal Adversarial Attack on Text Classifiers.
Proceedings of the 2nd Asia Conference on Computers and Communications, 2021

Clustering Ensemble Meets Low-rank Tensor Approximation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Clustering-Aware Graph Construction: A Joint Learning Perspective.
IEEE Trans. Signal Inf. Process. over Networks, 2020

Pairwise Constraint Propagation With Dual Adversarial Manifold Regularization.
IEEE Trans. Neural Networks Learn. Syst., 2020

Investigation on Works and Military Applications of Artificial Intelligence.
IEEE Access, 2020

2019
Deepsea video descattering.
Multim. Tools Appl., 2019

An algorithm for jamming strategy using OMP and MAB.
EURASIP J. Wirel. Commun. Netw., 2019

Imbalance-aware Pairwise Constraint Propagation.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

2018
Single Underwater Image Restoration Using Adaptive Attenuation-Curve Prior.
IEEE Trans. Circuits Syst. I Regul. Pap., 2018

A Fast Spreading Code Compression Search Method for DS_CDMA System.
Proceedings of the Fuzzy Systems and Data Mining IV, 2018

2017
Set-Based Boosting for Instance-Level Transfer on Multi-Classification.
IEICE Trans. Inf. Syst., 2017

Single underwater image restoration using attenuation-curve prior.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Specific emitter identification using decomposed hierarchical feature extraction methods.
Proceedings of the 13th International Conference on Natural Computation, 2017

2016
Multi-Similarity Based Multi-Source Transfer Learning and Its Applications.
J. Commun., 2016

Transfer Learning by Sample Selection Bias Correction and Its Application in Communication Specific Emitter Identification.
J. Commun., 2016

Combinatorial optimisation for pulse position modulation-ultra wideband signal detection based on compressed sensing and analogue-to-information converter.
IET Signal Process., 2016

Learning from Multiple Sources via Multiple Domain Relationship.
IEICE Trans. Inf. Syst., 2016

Underwater image restoration based on contrast enhancement.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Graph-based transform for data decorrelation.
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Sparsifying orthogonal transforms with compact bases for data compression.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Hierarchical deep belief networks based point process model for keywords spotting in continuous speech.
Int. J. Commun. Syst., 2015

Under-Sampling of PPM-UWB Communication Signals Based on CS and AIC.
Circuits Syst. Signal Process., 2015

Underwater image color correction based on surface reflectance statistics.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2008
A Novel Approach Research on Low Altitude Passive Acoustic Target Recognition Based on ICA and HMM.
Proceedings of the Fourth International Conference on Natural Computation, 2008


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