Hai Liu

Orcid: 0000-0003-4417-1728

Affiliations:
  • Central China Normal University, Faculty of Artificial Intelligence in Education, National Engineering Research Center for E-Learning, Wuhan, China
  • City University of Hong Kong, Department of Mechanical Engineering, Hong Kong (2017 - 2019)
  • Huazhong University of Science and Technology, Institute for Pattern Recognition and Artificial Intelligence, National Key Laboratory of Science and Technology on Multispectral Information Processing, Wuhan, China (PhD 2014)


According to our database1, Hai Liu authored at least 49 papers between 2012 and 2024.

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

Timeline

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Bibliography

2024
LDCNet: Limb Direction Cues-Aware Network for Flexible HPE in Industrial Behavioral Biometrics Systems.
IEEE Trans. Ind. Informatics, June, 2024

EHPE: Skeleton Cues-Based Gaussian Coordinate Encoding for Efficient Human Pose Estimation.
IEEE Trans. Multim., 2024

2023
Learning knowledge graph embedding with multi-granularity relational augmentation network.
Expert Syst. Appl., December, 2023

Orientation Cues-Aware Facial Relationship Representation for Head Pose Estimation via Transformer.
IEEE Trans. Image Process., 2023

Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams.
CoRR, 2023

A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition.
CoRR, 2023

Anisotropic Knowledge Empowers Efficient Recommender System through Generative-Mapping Representation Learning.
Proceedings of the IEEE International Conference on Data Mining, 2023

TokenHPE: Learning Orientation Tokens for Efficient Head Pose Estimation via Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Learning Knowledge Graph Embedding With Heterogeneous Relation Attention Networks.
IEEE Trans. Neural Networks Learn. Syst., 2022

MFDNet: Collaborative Poses Perception and Matrix Fisher Distribution for Head Pose Estimation.
IEEE Trans. Multim., 2022

Multi-Scale Dynamic Convolutional Network for Knowledge Graph Embedding.
IEEE Trans. Knowl. Data Eng., 2022

EDMF: Efficient Deep Matrix Factorization With Review Feature Learning for Industrial Recommender System.
IEEE Trans. Ind. Informatics, 2022

ARHPE: Asymmetric Relation-Aware Representation Learning for Head Pose Estimation in Industrial Human-Computer Interaction.
IEEE Trans. Ind. Informatics, 2022

VMV-GCN: Volumetric Multi-View Based Graph CNN for Event Stream Classification.
IEEE Robotics Autom. Lett., 2022

Identifying key factors affecting college students' adoption of the e-learning system in mandatory blended learning environments.
Interact. Learn. Environ., 2022

Multi-perspective social recommendation method with graph representation learning.
Neurocomputing, 2022

Affinity Relation-aware Fine-grained Bird Image Recognition for Robot Vision Tracking via Transformers.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

A Voxel Graph CNN for Object Classification with Event Cameras.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Event Tubelet Compressor: Generating Compact Representations for Event-Based Action Recognition.
Proceedings of the 7th International Conference on Control, Robotics and Cybernetics, 2022

2021
Deep Variational Matrix Factorization with Knowledge Embedding for Recommendation System.
IEEE Trans. Knowl. Data Eng., 2021

Robust 3-D Gaze Estimation via Data Optimization and Saliency Aggregation for Mobile Eye-Tracking Systems.
IEEE Trans. Instrum. Meas., 2021

Anisotropic angle distribution learning for head pose estimation and attention understanding in human-computer interaction.
Neurocomputing, 2021

Recalibration convolutional networks for learning interaction knowledge graph embedding.
Neurocomputing, 2021

CARM: Confidence-aware recommender model via review representation learning and historical rating behavior in the online platforms.
Neurocomputing, 2021

Dynamic Educational Knowledge Graph Model via Information Entropy for Knowledge Building.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Learning Delicate Pixel-Level Representations for Bottom-Up Human Pose Estimation.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

2020
Flexible FTIR Spectral Imaging Enhancement for Industrial Robot Infrared Vision Sensing.
IEEE Trans. Ind. Informatics, 2020

Infrared facial expression recognition via Gaussian-based label distribution learning in the dark illumination environment for human emotion detection.
Neurocomputing, 2020

Infrared head pose estimation with multi-scales feature fusion on the IRHP database for human attention recognition.
Neurocomputing, 2020

3D Gaze Estimation for Head-Mounted Eye Tracking System With Auto-Calibration Method.
IEEE Access, 2020

3D Gaze Estimation for Head-Mounted Devices based on Visual Saliency.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019
Deep Matrix Factorization With Implicit Feedback Embedding for Recommendation System.
IEEE Trans. Ind. Informatics, 2019

DISR: Deep Infrared Spectral Restoration Algorithm for Robot Sensing and Intelligent Visual Tracking Systems.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

2018
Fast Blind Instrument Function Estimation Method for Industrial Infrared Spectrometers.
IEEE Trans. Ind. Informatics, 2018

A content-based recommendation algorithm for learning resources.
Multim. Syst., 2018

Multi-modal hand gesture designing in multi-screen touchable teaching system for human-computer interaction.
Proceedings of the 2nd International Conference on Advances in Image Processing, 2018

2017
Blind Spectral Signal Deconvolution with Sparsity Regularization: An Iteratively Reweighted Least-Squares Solution.
Circuits Syst. Signal Process., 2017

2016
Expanded autoencoder recommendation framework and its application in movie recommendation.
Proceedings of the 10th International Conference on Software, 2016

Robust blind deconvolution for PMMW images with sparsity presentation.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2016

2015
Destriping algorithm with L0 sparsity prior for remote sensing images.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Exploration of Hybrid Teaching of Software Engineering on StarC.
Proceedings of the Hybrid Learning: Innovation in Educational Practices, 2015

Parametric spectral signal restoration via maximum entropy constraint and its application.
Proceedings of the IEEE Signal Processing and Signal Processing Education Workshop, 2015

Blind infrared spectroscopic data restoration with the similarity of multi-scales regularization.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2015

2014
A Gravity Gradient Differential Ratio Method for Underwater Object Detection.
IEEE Geosci. Remote. Sens. Lett., 2014

Simultaneous Destriping and Denoising for Remote Sensing Images With Unidirectional Total Variation and Sparse Representation.
IEEE Geosci. Remote. Sens. Lett., 2014

2013
Spectral Deconvolution and Feature Extraction With Robust Adaptive Tikhonov Regularization.
IEEE Trans. Instrum. Meas., 2013

Joint blind deblurring and destriping for remote sensing images.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
A novel design of orthogonal frequency division multiplexing-based passive optical networks.
Photonic Netw. Commun., 2012

Atmospheric-Turbulence-Degraded Astronomical Image Restoration by Minimizing Second-Order Central Moment.
IEEE Geosci. Remote. Sens. Lett., 2012


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