Xin Liu

Orcid: 0000-0002-0011-6260

Affiliations:
  • Huaqiao University, Department of Computer Science, Xiamen, China
  • Hong Kong Baptist University, Department of Computer Science, Hong Kong (PhD 2013)


According to our database1, Xin Liu authored at least 80 papers between 2009 and 2024.

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Bibliography

2024
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval.
IEEE Trans. Circuits Syst. Video Technol., April, 2024

Spiking generative networks empowered by multiple dynamic experts for lifelong learning.
Expert Syst. Appl., March, 2024

Relation-Aggregated Cross-Graph Correlation Learning for Fine-Grained Image-Text Retrieval.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Towards Efficient Cross-Modal Anomaly Detection Using Triple-Adaptive Network and Bi-Quintuple Contrastive Learning.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Learning Relationship-Enhanced Semantic Graph for Fine-Grained Image-Text Matching.
IEEE Trans. Cybern., February, 2024

Ecarnet: enhanced clue-ambiguity reasoning network for multimodal fake news detection.
Multim. Syst., February, 2024

2023
OMGH: Online Manifold-Guided Hashing for Flexible Cross-Modal Retrieval.
IEEE Trans. Multim., 2023

Taking a Part for the Whole: An Archetype-agnostic Framework for Voice-Face Association.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Unsupervised Disentanglement Learning via Dirichlet Variational Autoencoder.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

A Contrastive Method for Continual Generalized Zero-Shot Learning.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023

Label-Semantic-Enhanced Online Hashing for Efficient Cross-modal Retrieval.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022
Attention-Based Neural Architecture Search for Person Re-Identification.
IEEE Trans. Neural Networks Learn. Syst., 2022

FDDH: Fast Discriminative Discrete Hashing for Large-Scale Cross-Modal Retrieval.
IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Adaptively-Enhanced Hashing With Discriminative Similarity Guidance for Unsupervised Cross-Modal Retrieval.
IEEE Trans. Circuits Syst. Video Technol., 2022

Prototype-based Selective Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching.
Proceedings of the IEEE International Conference on Data Mining, 2022

Inconsistency Distillation For Consistency: Enhancing Multi-View Clustering via Mutual Contrastive Teacher-Student Leaning.
Proceedings of the IEEE International Conference on Data Mining, 2022

2021
KNN-BLOCK DBSCAN: Fast Clustering for Large-Scale Data.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Real-time video dehazing via incremental transmission learning and spatial-temporally coherent regularization.
Neurocomputing, 2021

Flexible human motion transition via hybrid deep neural network and quadruple-like structure learning.
Int. J. Comput. Sci. Eng., 2021

Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Online Discriminative Semantic-Preserving Hashing for Large-Scale Cross-Modal Retrieval.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Relationship-Preserving Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Efficient Online Label Consistent Hashing for Large-Scale Cross-Modal Retrieval.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Multimodal Transformer Networks with Latent Interaction for Audio-Visual Event Localization.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning To Filter: Siamese Relation Network for Robust Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Semi-supervised discrete hashing for efficient cross-modal retrieval.
Multim. Tools Appl., 2020

Fast density peak clustering for large scale data based on kNN.
Knowl. Based Syst., 2020

Studying the Factors of Human Carotid Atherosclerotic Plaque Rupture, by Calculating Stress/Strain in the Plaque, Based on CEUS Images: A Numerical Study.
Frontiers Neuroinformatics, 2020

Learning Discriminative Joint Embeddings for Efficient Face and Voice Association.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

A Cooperative Tracker by Fusing Correlation Filter and Siamese Network.
Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Hearing like Seeing: Improving Voice-Face Interactions and Associations via Adversarial Deep Semantic Matching Network.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019
Axially Symmetric Data Clustering Through Dirichlet Process Mixture Models of Watson Distributions.
IEEE Trans. Neural Networks Learn. Syst., 2019

Attention guided deep audio-face fusion for efficient speaker naming.
Pattern Recognit., 2019

A nonparametric Bayesian learning model using accelerated variational inference and feature selection.
Pattern Anal. Appl., 2019

Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis.
CoRR, 2019

Triplet Fusion Network Hashing for Unpaired Cross-Modal Retrieval.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Semi-Supervised Semantic-Preserving Hashing for Efficient Cross-Modal Retrieval.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Fast Semantic Preserving Hashing for Large-Scale Cross-Modal Retrieval.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018
Efficient cross-modal retrieval via flexible supervised collective matrix factorization hashing.
Multim. Tools Appl., 2018

Kernel correlation filters for visual tracking with adaptive fusion of heterogeneous cues.
Neurocomputing, 2018

Efficient human motion capture data annotation via multi-view spatiotemporal feature fusion.
IET Signal Process., 2018

On incremental collaborative appearance model and regional particle filtering for lip region tracking.
Integr. Comput. Aided Eng., 2018

Pixel-Level Character Motion Style Transfer using Conditional Adversarial Networks.
Proceedings of Computer Graphics International 2018, 2018

2017
Efficient Human Motion Retrieval via Temporal Adjacent Bag of Words and Discriminative Neighborhood Preserving Dictionary Learning.
IEEE Trans. Hum. Mach. Syst., 2017

Automatic facial flaw detection and retouching via discriminative structure tensor.
IET Image Process., 2017

Efficient single image dehazing and denoising: An efficient multi-scale correlated wavelet approach.
Comput. Vis. Image Underst., 2017

A hierarchical Dirichlet process mixture of GID Distributions with feature selection for spatio-temporal video modeling and segmentation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Efficient Human Motion Transition via Hybrid Deep Neural Network and Reliable Motion Graph Mining.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Automatic Character Motion Style Transfer via Autoencoder Generative Model and Spatio-Temporal Correlation Mining.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Efficient Cross-modal Retrieval via Discriminative Deep Correspondence Model.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Efficient Audio-Visual Speaker Recognition via Deep Heterogeneous Feature Fusion.
Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

Efficient Speaker Naming via Deep Audio-Face Fusion and End-to-End Attention Model.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Scene-adaptive single image dehazing via opening dark channel model.
IET Image Process., 2016

Lip event detection using oriented histograms of regional optical flow and low rank affinity pursuit.
Comput. Vis. Image Underst., 2016

Audio-Visual Speaker Recognition via Multi-modal Correlated Neural Networks.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Efficient single image dehazing via scene-adaptive segmentation and improved dark channel model.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
3D object tracking via image sets and depth-based occlusion detection.
Signal Process., 2015

Online learning 3D context for robust visual tracking.
Neurocomputing, 2015

Hierarchical block-based incomplete human mocap data recovery using adaptive nonnegative matrix factorization.
Comput. Graph., 2015

Unsupervised Facial Pose Grouping via Garbor Subspace Affinity and Self-Tuning Spectral Clustering.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Motion Capture Behavior Recognition via Neighborhood Preserving Dictionary Learning.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

A Comparison of Three Implementations of Multi-Label Conformal Prediction.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

2014
Learning Multi-Boosted HMMs for Lip-Password Based Speaker Verification.
IEEE Trans. Inf. Forensics Secur., 2014

Automatic motion capture data denoising via filtered subspace clustering and low rank matrix approximation.
Signal Process., 2014

Automatic mitral valve leaflet tracking in Echocardiography via constrained outlier pursuit and region-scalable active contours.
Neurocomputing, 2014

Active contours with a joint and region-scalable distribution metric for interactive natural image segmentation.
IET Image Process., 2014

An Exemplar-Based Hidden Markov Model with Discriminative Visual Features for Lipreading.
Proceedings of the Tenth International Conference on Computational Intelligence and Security, 2014

2013
Automatic Motion Capture Data Denoising via Filtered Local Subspace Affinity and Low Rank Approximation.
Proceedings of the 2013 International Conference on Computer-Aided Design and Computer Graphics, 2013

2012
A local region based approach to lip tracking.
Pattern Recognit., 2012

Subspace based active contours with a joint distribution metric for semi-supervised natural image segmentation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A multi-boosted HMM approach to lip password based speaker verification.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Active contours with a novel distribution metric for complex object segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A robust lip tracking algorithm using localized color active contours and deformable models.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
A Lip Contour Extraction Method Using Localized Active Contour Model with Automatic Parameter Selection.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Texture Image Retrieval Using Non-separable Wavelets and Local Binary Patterns.
Proceedings of the 2009 International Conference on Computational Intelligence and Security, 2009


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