Xin Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 57

Top Topics

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Shu-Juan Peng, Ye Fan, Yiu-ming Cheung, Xin Liu, Zhen Cui, Taihao Li
Towards Efficient Cross-Modal Anomaly Detection Using Triple-Adaptive Network and Bi-Quintuple Contrastive Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Shu-Juan Peng, Jinhan Yi, Xin Liu, Yiu-ming Cheung, Zhen Cui, Taihao Li
OLCH: Online Label Consistent Hashing for streaming cross-modal retrieval. Pattern Recognit. 150 (2024)
Kai Wang, Jiayang Liu, Xing Xu, Jingkuan Song, Xin Liu, Heng Tao Shen
Unsupervised Cross-Domain Image Retrieval with Semantic-Attended Mixture-of-Experts. SIGIR (2024)
Shannan Zhong, Shu-Juan Peng, Xin Liu, Lei Zhu, Xing Xu, Taihao Li
Ecarnet: enhanced clue-ambiguity reasoning network for multimodal fake news detection. Multim. Syst. 30 (1) (2024)
Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Xin Liu, Heng Tao Shen
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval. IEEE Trans. Circuits Syst. Video Technol. 34 (4) (2024)
Shu-Juan Peng, Yi He, Xin Liu, Yiu-ming Cheung, Xing Xu, Zhen Cui
Relation-Aggregated Cross-Graph Correlation Learning for Fine-Grained Image-Text Retrieval. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Xin Liu, Yi He, Yiu-Ming Cheung, Xing Xu, Nannan Wang
Learning Relationship-Enhanced Semantic Graph for Fine-Grained Image-Text Matching. IEEE Trans. Cybern. 54 (2) (2024)
Jie Zhang, Wentao Fan, Xin Liu
Spiking generative networks empowered by multiple dynamic experts for lifelong learning. Expert Syst. Appl. 238 (Part B) (2024)
Kunxiong Xu, Wentao Fan, Xin Liu
Unsupervised Disentanglement Learning via Dirichlet Variational Autoencoder. IEA/AIE (1) (2023)
Xin Liu, Jinhan Yi, Yiu-ming Cheung, Xing Xu, Zhen Cui
OMGH: Online Manifold-Guided Hashing for Flexible Cross-Modal Retrieval. IEEE Trans. Multim. 25 (2023)
Xueting Jiang, Xin Liu, Yiu-Ming Cheung, Xing Xu, Shu-Kai Zheng, Taihao Li
Label-Semantic-Enhanced Online Hashing for Efficient Cross-modal Retrieval. ICME (2023)
Guancheng Chen, Xin Liu, Xing Xu, Yiu-Ming Cheung, Taihao Li
Taking a Part for the Whole: An Archetype-agnostic Framework for Voice-Face Association. ACM Multimedia (2023)
Chen Liang, Wentao Fan, Xin Liu, Shu-Juan Peng
A Contrastive Method for Continual Generalized Zero-Shot Learning. IEA/AIE (1) (2023)
Xin Liu, Xingzhi Wang, Yiu-Ming Cheung
FDDH: Fast Discriminative Discrete Hashing for Large-Scale Cross-Modal Retrieval. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Qinqin Zhou, Bineng Zhong, Xin Liu, Rongrong Ji
Attention-Based Neural Architecture Search for Person Re-Identification. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Shu-Juan Peng, He Zhang, Xin Liu, Wentao Fan, Bineng Zhong, Ji-Xiang Du
Real-time video dehazing via incremental transmission learning and spatial-temporally coherent regularization. Neurocomputing 458 (2021)
Xin Liu, Yiu-Ming Cheung, Zhikai Hu, Yi He, Bineng Zhong
Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval. IEEE Trans. Emerg. Top. Comput. Intell. 5 (4) (2021)
Yewang Chen, Lida Zhou, Songwen Pei, Zhiwen Yu, Yi Chen, Xin Liu, Jixiang Du, Naixue Xiong
KNN-BLOCK DBSCAN: Fast Clustering for Large-Scale Data. IEEE Trans. Syst. Man Cybern. Syst. 51 (6) (2021)
Jinhan Yi, Yi He, Xin Liu
Online Discriminative Semantic-Preserving Hashing for Large-Scale Cross-Modal Retrieval. PRICAI (1) (2021)
Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu, Zhaoxiang Zhang
Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy. CoRR (2021)
Siyuan Cheng, Bineng Zhong, Guorong Li, Xin Liu, Zhenjun Tang, Xianxian Li, Jing Wang
Learning to Filter: Siamese Relation Network for Robust Tracking. CoRR (2021)
Xin Liu, Zhikai Hu, Haibin Ling, Yiu-Ming Cheung
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 43 (3) (2021)
Shu-Juan Peng, Liang-Yu Zhang, Xin Liu
Flexible human motion transition via hybrid deep neural network and quadruple-like structure learning. Int. J. Comput. Sci. Eng. 24 (2) (2021)
Zikai Zhang, Bineng Zhong, Shengping Zhang, Zhenjun Tang, Xin Liu, Zhaoxiang Zhang
Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy. CVPR (2021)
Siyuan Cheng, Bineng Zhong, Guorong Li, Xin Liu, Zhenjun Tang, Xianxian Li, Jing Wang
Learning To Filter: Siamese Relation Network for Robust Tracking. CVPR (2021)
Yi He, Xin Liu, Yiu-Ming Cheung, Shu-Juan Peng, Jinhan Yi, Wentao Fan
Cross-Graph Attention Enhanced Multi-Modal Correlation Learning for Fine-Grained Image-Text Retrieval. SIGIR (2021)
Bin Zhou, Xin Liu, Bineng Zhong
A Cooperative Tracker by Fusing Correlation Filter and Siamese Network. PRCV (2) (2020)
Rui Wang, Xin Liu, Yiu-ming Cheung, Kai Cheng, Nannan Wang, Wentao Fan
Learning Discriminative Joint Embeddings for Efficient Face and Voice Association. SIGIR (2020)
Xingzhi Wang, Xin Liu, Shu-Juan Peng, Bineng Zhong, Yewang Chen, Ji-Xiang Du
Semi-supervised discrete hashing for efficient cross-modal retrieval. Multim. Tools Appl. 79 (35-36) (2020)
Kai Cheng, Xin Liu, Yiu-ming Cheung, Rui Wang, Xing Xu, Bineng Zhong
Hearing like Seeing: Improving Voice-Face Interactions and Associations via Adversarial Deep Semantic Matching Network. ACM Multimedia (2020)
Yewang Chen, Xiaoliang Hu, Wentao Fan, Lianlian Shen, Zheng Zhang, Xin Liu, Ji-Xiang Du, Haibo Li, Yi Chen, Hailin Li
Fast density peak clustering for large scale data based on kNN. Knowl. Based Syst. 187 (2020)
Xingzhi Wang, Xin Liu, Zhikai Hu, Nannan Wang, Wentao Fan, Ji-Xiang Du
Semi-Supervised Semantic-Preserving Hashing for Efficient Cross-Modal Retrieval. ICME (2019)
Xin Liu, Jiajia Geng, Haibin Ling, Yiu-ming Cheung
Attention guided deep audio-face fusion for efficient speaker naming. Pattern Recognit. 88 (2019)
Xingzhi Wang, Xin Liu, Shu-Juan Peng, Yiu-ming Cheung, Zhikai Hu, Nannan Wang
Fast Semantic Preserving Hashing for Large-Scale Cross-Modal Retrieval. ICDM (2019)
Wentao Fan, Nizar Bouguila, Ji-Xiang Du, Xin Liu
Axially Symmetric Data Clustering Through Dirichlet Process Mixture Models of Watson Distributions. IEEE Trans. Neural Networks Learn. Syst. 30 (6) (2019)
Zhikai Hu, Xin Liu, Xingzhi Wang, Yiu-ming Cheung, Nannan Wang, Yewang Chen
Triplet Fusion Network Hashing for Unpaired Cross-Modal Retrieval. ICMR (2019)
Shiming Chen, Peng Zhang, Xinge You, Qinmu Peng, Xin Liu, Zehong Cao
Similarity-DT: Kernel Similarity Embedding for Dynamic Texture Synthesis. CoRR (2019)
Wentao Fan, Nizar Bouguila, Xin Liu
A nonparametric Bayesian learning model using accelerated variational inference and feature selection. Pattern Anal. Appl. 22 (1) (2019)
Xin Liu, Meng Xu, Shu-Juan Peng, Wentao Fan, Ji-Xiang Du
Efficient human motion capture data annotation via multi-view spatiotemporal feature fusion. IET Signal Process. 12 (3) (2018)
Xin Liu, Yiu-Ming Cheung
On incremental collaborative appearance model and regional particle filtering for lip region tracking. Integr. Comput. Aided Eng. 25 (1) (2018)
Xin Liu, Zhikai Hu, Haibin Ling, Yiu-ming Cheung
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval. CoRR (2018)
Bing Bai, Bineng Zhong, Gu Ouyang, Pengfei Wang, Xin Liu, Ziyi Chen, Cheng Wang
Kernel correlation filters for visual tracking with adaptive fusion of heterogeneous cues. Neurocomputing 286 (2018)
Xin Liu, An Li, Ji-Xiang Du, Shu-Juan Peng, Wentao Fan
Efficient cross-modal retrieval via flexible supervised collective matrix factorization hashing. Multim. Tools Appl. 77 (21) (2018)
Dong Hu, Shu-Juan Peng, Xin Liu
Pixel-Level Character Motion Style Transfer using Conditional Adversarial Networks. CGI (2018)
Zhikai Hu, Xin Liu, An Li, Bineng Zhong, Wentao Fan, Ji-Xiang Du
Efficient Cross-modal Retrieval via Discriminative Deep Correspondence Model. CCCV (1) (2017)
Xin Liu, He Zhang, Yiu-ming Cheung, Xinge You, Yuan Yan Tang
Efficient single image dehazing and denoising: An efficient multi-scale correlated wavelet approach. Comput. Vis. Image Underst. 162 (2017)
Yu-Hang Liu, Xin Liu, Wentao Fan, Bineng Zhong, Ji-Xiang Du
Efficient Audio-Visual Speaker Recognition via Deep Heterogeneous Feature Fusion. CCBR (2017)
Xin Liu, Jiajia Geng, Haibin Ling
Efficient Speaker Naming via Deep Audio-Face Fusion and End-to-End Attention Model. ACPR (2017)
Wentao Fan, Nizar Bouguila, Xin Liu
A hierarchical Dirichlet process mixture of GID Distributions with feature selection for spatio-temporal video modeling and segmentation. ICASSP (2017)
Xin Liu, Lu Xie, Bineng Zhong, Ji-Xiang Du, Qinmu Peng
Automatic facial flaw detection and retouching via discriminative structure tensor. IET Image Process. 11 (11) (2017)
Bing Zhou, Xin Liu, Shu-Juan Peng, Bineng Zhong, Ji-Xiang Du
Efficient Human Motion Transition via Hybrid Deep Neural Network and Reliable Motion Graph Mining. CCCV (1) (2017)
Xin Liu, Gao-Feng He, Shu-Juan Peng, Yiu-ming Cheung, Yuan Yan Tang
Efficient Human Motion Retrieval via Temporal Adjacent Bag of Words and Discriminative Neighborhood Preserving Dictionary Learning. IEEE Trans. Hum. Mach. Syst. 47 (6) (2017)
Dong Hu, Xin Liu, Shu-Juan Peng, Bineng Zhong, Ji-Xiang Du
Automatic Character Motion Style Transfer via Autoencoder Generative Model and Spatio-Temporal Correlation Mining. CCCV (1) (2017)
Jiajia Geng, Xin Liu, Yiu-ming Cheung
Audio-Visual Speaker Recognition via Multi-modal Correlated Neural Networks. WI Workshops (2016)
Xin Liu, Yiu-ming Cheung, Yuan Yan Tang
Lip event detection using oriented histograms of regional optical flow and low rank affinity pursuit. Comput. Vis. Image Underst. 148 (2016)
Xin Liu, He Zhang, Yuan Yan Tang, Ji-Xiang Du
Scene-adaptive single image dehazing via opening dark channel model. IET Image Process. 10 (11) (2016)
He Zhang, Xin Liu, Yiu-ming Cheung
Efficient single image dehazing via scene-adaptive segmentation and improved dark channel model. IJCNN (2016)
Shu-Juan Peng, Gao-Feng He, Xin Liu, Hua-zhen Wang
Hierarchical block-based incomplete human mocap data recovery using adaptive nonnegative matrix factorization. Comput. Graph. 49 (2015)
Gao-Feng He, Shu-Juan Peng, Xin Liu
Motion Capture Behavior Recognition via Neighborhood Preserving Dictionary Learning. SMC (2015)
Yan Chen, Yingju Shen, Xin Liu, Bineng Zhong
3D object tracking via image sets and depth-based occlusion detection. Signal Process. 112 (2015)
Xin Liu, Yiu-ming Cheung
Unsupervised Facial Pose Grouping via Garbor Subspace Affinity and Self-Tuning Spectral Clustering. SMC (2015)
Bineng Zhong, Yingju Shen, Yan Chen, Weibo Xie, Zhen Cui, Hongbo Zhang, Duansheng Chen, Tian Wang, Xin Liu, Shu-Juan Peng, Jin Gou, Ji-Xiang Du, Jing Wang, Wenming Zheng
Online learning 3D context for robust visual tracking. Neurocomputing 151 (2015)
Hua-zhen Wang, Xin Liu, Ilia Nouretdinov, Zhiyuan Luo
A Comparison of Three Implementations of Multi-Label Conformal Prediction. SLDS (2015)
Xin Liu, Shu-Juan Peng, Yiu-ming Cheung, Yuan Yan Tang, Ji-Xiang Du
Active contours with a joint and region-scalable distribution metric for interactive natural image segmentation. IET Image Process. 8 (12) (2014)
Xin Liu, Yiu-ming Cheung
An Exemplar-Based Hidden Markov Model with Discriminative Visual Features for Lipreading. CIS (2014)
Xin Liu, Yiu-ming Cheung
Learning Multi-Boosted HMMs for Lip-Password Based Speaker Verification. IEEE Trans. Inf. Forensics Secur. 9 (2) (2014)
Xin Liu, Yiu-ming Cheung, Shu-Juan Peng, Zhen Cui, Bineng Zhong, Ji-Xiang Du
Automatic motion capture data denoising via filtered subspace clustering and low rank matrix approximation. Signal Process. 105 (2014)
Xin Liu, Yiu-ming Cheung, Shu-Juan Peng, Qinmu Peng
Automatic mitral valve leaflet tracking in Echocardiography via constrained outlier pursuit and region-scalable active contours. Neurocomputing 144 (2014)
Shu-Juan Peng, Xin Liu, Zhen Cui, Zhipeng Xie, Duansheng Chen
Automatic Motion Capture Data Denoising via Filtered Local Subspace Affinity and Low Rank Approximation. CAD/Graphics (2013)
Yiu-ming Cheung, Xin Liu, Xinge You
A local region based approach to lip tracking. Pattern Recognit. 45 (9) (2012)
Xin Liu, Yiu-ming Cheung
A multi-boosted HMM approach to lip password based speaker verification. ICASSP (2012)
Shu-Juan Peng, Xin Liu, Yiu-ming Cheung
Subspace based active contours with a joint distribution metric for semi-supervised natural image segmentation. ICASSP (2012)
Xin Liu, Yiu-ming Cheung
A robust lip tracking algorithm using localized color active contours and deformable models. ICASSP (2011)
Shu-Juan Peng, Xin Liu, Yiu-ming Cheung
Active contours with a novel distribution metric for complex object segmentation. ICIP (2011)
Xin Liu, Yiu-ming Cheung, Meng Li, Hai-Lin Liu
A Lip Contour Extraction Method Using Localized Active Contour Model with Automatic Parameter Selection. ICPR (2010)
Xin Liu, Xinge You, Yiu-ming Cheung
Texture Image Retrieval Using Non-separable Wavelets and Local Binary Patterns. CIS (1) (2009)