Xiaobo Shen

86 papers A* 16B 4C 1Misc 4Journal 56Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment.
AAAI
Shun Zhu, Xichen Yang, Yan Zhang, Tianshu Wang, Zhongyuan Mao, Tianyin Li, Zhuoyan Sun, Xiaobo Shen
2025 A* conf
Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks.
AAAI
Weixuan Shen, Xiaobo Shen, Shirui Pan
2025 A* conf
Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation.
IJCAI
Xiaxin Wang, Haoyu Cai, Xiaobo Shen, Xia Wu
2025 Misc conf
Efficient Multi-branch Black-box Semantic-aware Targeted Attack Against Deep Hashing Retrieval.
ICASSP
Chihan Huang, Xiaobo Shen
2025 J jnl
Graph Convolutional Multi-Label Hashing for Cross-Modal Retrieval.
IEEE Trans. Neural Networks Learn. Syst.
Xiaobo Shen, Yinfan Chen, Weiwei Liu, Yuhui Zheng, Quan-Sen Sun, Shirui Pan
2025 J jnl
Graph guided local structure propagation for tensorial multi-view subspace clustering.
Intell. Data Anal.
Tao Zhang, Yan Qin, Yizhang Wang, Xiaobo Shen, Fan Liu
2025 A* conf
HUANG: A Robust Diffusion Model-based Targeted Adversarial Attack Against Deep Hashing Retrieval.
AAAI
Chihan Huang, Xiaobo Shen
2025 Misc conf
Learning Simultaneous Facial Canonical Correlation Representation for Face Hallucination.
ICASSP
Yun-Hao Yuan, Jin Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen, Yun Li
2025 J jnl
Meta-learning enhanced global-local feature fusion for image quality assessment.
Mach. Vis. Appl.
Nengxin Li, Xichen Yang, Tianhai Chen, Shun Zhu, Zhongyuan Mao, Tianshu Wang, Xiaobo Shen
2025 J jnl
Multi-Type Image Quality Assessment Based on Multi-Region Deep Feature Fusion Under Meta-Learning.
IEEE Trans. Multim.
Shun Zhu, Xichen Yang, Tianshu Wang, Tianhai Chen, Nengxin Li, Xiaobo Shen, Genlin Ji
2025 B conf
PoemBERT: A Dynamic Masking Content and Ratio Based Semantic Language Model For Chinese Poem Generation.
COLING
Chihan Huang, Xiaobo Shen
2025 J jnl
Semi-Paired Semi-Supervised Deep Hashing for cross-view retrieval.
IET Comput. Vis.
Yi Wang, Xiaobo Shen, Zhenmin Tang, Ming Zhang
2025 J jnl
Underwater image quality evaluation via deep meta-learning: Dataset and objective method.
Comput. Vis. Image Underst.
Tianhai Chen, Xichen Yang, Tianshu Wang, Nengxin Li, Shun Zhu, Xiaobo Shen
2024 A* conf
Contrastive Transformer Cross-Modal Hashing for Video-Text Retrieval.
IJCAI
Xiaobo Shen, Qianxin Huang, Long Lan, Yuhui Zheng
2024 A* conf
Contrastive Transformer Masked Image Hashing for Degraded Image Retrieval.
IJCAI
Xiaobo Shen, Haoyu Cai, Xiuwen Gong, Yuhui Zheng
2024 A* conf
Distributed Manifold Hashing for Image Set Classification and Retrieval.
AAAI
Xiaobo Shen, Peizhuo Song, Yun-Hao Yuan, Yuhui Zheng
2024 J jnl
Feature Weighted Multi-View Graph Clustering.
IEEE Trans. Consumer Electron.
Yinghui Sun, Zhenwen Ren, Zhen Cui, Xiaobo Shen
2024 A* conf
Graph Convolutional Semi-Supervised Cross-Modal Hashing.
ACM Multimedia
Xiaobo Shen, Gaoyao Yu, Yinfan Chen, Xichen Yang, Yuhui Zheng
2024 Misc conf
Learning Spectral Canonical ℱ-Correlation Representation for Face Super-Resolution.
ICASSP
Yun-Hao Yuan, Mingzhi Hao, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen
2024 J jnl
Learning adaptive Grassmann neighbors for image-set analysis.
Expert Syst. Appl.
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
2024 J jnl
Linguistic steganalysis via multi-task with crossing generative-natural domain.
Neurocomputing
Huiqing You, Lingyun Xiang, Chunfang Yang, Xiaobo Shen
2024 J jnl
Multiple Riemannian Kernel Hashing for Large-Scale Image Set Classification and Retrieval.
IEEE Trans. Image Process.
Xiaobo Shen, Wei Wu, Xiaxin Wang, Yuhui Zheng
2024 J jnl
Query-Guided Prototype Optimization for Few-Shot Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jiaxing Sun, Yinghui Sun, Xiaobo Shen, Quansen Sun
2024 — conf
SPD Hashing Network for Fast Image Set Classification and Retrieval.
CAI
Xiaxin Wang, Lixuan Zong, Xiaobo Shen
2024 A* conf
Similarity Preserving Transformer Cross-Modal Hashing for Video-Text Retrieval.
ACM Multimedia
Qianxin Huang, Siyao Peng, Xiaobo Shen, Yunhao Yuan, Shirui Pan
2024 J jnl
Two-step affinity matrix learning for multi-view subspace clustering.
Expert Syst. Appl.
Tao Zhang, Yunhao Yuan, Xiaobo Shen, Fan Liu
2024 A* conf
Unsupervised Deep Graph Structure and Embedding Learning.
IJCAI
Xiaobo Shen, Lei Shi, Xiuwen Gong, Shirui Pan
2023 J jnl
Compact network embedding for fast node classification.
Pattern Recognit.
Xiaobo Shen, Yew-Soon Ong, Zheng Mao, Shirui Pan, Weiwei Liu, Yuhui Zheng
2023 J jnl
Contrastive Transformer Hashing for Compact Video Representation.
IEEE Trans. Image Process.
Xiaobo Shen, Yue Zhou, Yun-Hao Yuan, Xichen Yang, Long Lan, Yuhui Zheng
2023 J jnl
Discriminative Geometric-Structure-Based Deep Hashing for Large-Scale Image Retrieval.
IEEE Trans. Cybern.
Guohua Dong, Xiang Zhang, Xiaobo Shen, Long Lan, Zhigang Luo, Xiaomin Ying
2023 J jnl
Efficient Feature Reconstruction via l
IEEE Trans. Circuits Syst. Video Technol.
Jiaxing Sun, Xiaobo Shen, Quansen Sun
2023 A* conf
Graph Convolutional Incomplete Multi-modal Hashing.
ACM Multimedia
Xiaobo Shen, Yinfan Chen, Shirui Pan, Weiwei Liu, Yuhui Zheng
2023 J jnl
Hierarchical Hashing Learning for Image Set Classification.
IEEE Trans. Image Process.
Yuan Sun, Xu Wang, Dezhong Peng, Zhenwen Ren, Xiaobo Shen
2023 J jnl
Sparse Representation Classifier Guided Grassmann Reconstruction Metric Learning With Applications to Image Set Analysis.
IEEE Trans. Multim.
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
2023 J jnl
Spatiotemporal consistent selection-correction network for deep interactive image segmentation.
Neural Comput. Appl.
Yang Li, Tao Wang, Zexuan Ji, Peng Fu, Xiaobo Shen, Quansen Sun
2022 J jnl
Deep Co-Image-Label Hashing for Multi-Label Image Retrieval.
IEEE Trans. Multim.
Xiaobo Shen, Guohua Dong, Yuhui Zheng, Long Lan, Ivor W. Tsang, Quan-Sen Sun
2022 J jnl
Discrete Metric Learning for Fast Image Set Classification.
IEEE Trans. Image Process.
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao
2022 — conf
Fractional Multiset Coherent Super-Resolution Representation for Low Resolution Face Recognition.
CCIS
Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Yuequan Yang, Xiaobo Shen
2022 J jnl
Hyperspectral Image Few-Shot Classification Network Based on the Earth Mover's Distance.
IEEE Trans. Geosci. Remote. Sens.
Jiaxing Sun, Xiaobo Shen, Quansen Sun
2022 A* conf
Learning Canonical F-Correlation Projection for Compact Multiview Representation.
CVPR
Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen, Jianping Gou
2022 J jnl
Multiview Graph Convolutional Hashing for Multisource Remote Sensing Image Retrieval.
IEEE Geosci. Remote. Sens. Lett.
Jian Gao, Xiaobo Shen, Peng Fu, Zexuan Ji, Tao Wang
2022 J jnl
Neighborhood preserving embedding on Grassmann manifold for image-set analysis.
Pattern Recognit.
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
2022 J jnl
Online unsupervised cross-view discrete hashing for large-scale retrieval.
Appl. Intell.
Xuan Li, Wei Wu, Yun-Hao Yuan, Shirui Pan, Xiaobo Shen
2022 J jnl
Scalable Gaussian Process Classification With Additive Noise for Non-Gaussian Likelihoods.
IEEE Trans. Cybern.
Haitao Liu, Yew-Soon Ong, Ziwei Yu, Jianfei Cai, Xiaobo Shen
2022 J jnl
The Emerging Trends of Multi-Label Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Weiwei Liu, Haobo Wang, Xiaobo Shen, Ivor W. Tsang
2022 J jnl
Unsupervised Multiview Distributed Hashing for Large-Scale Retrieval.
IEEE Trans. Circuits Syst. Video Technol.
Xiaobo Shen, Yunpeng Tang, Yuhui Zheng, Yun-Hao Yuan, Quan-Sen Sun
2021 J jnl
Adaptive graph guided concept factorization on Grassmann manifold.
Inf. Sci.
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Zhenwen Ren
2021 J jnl
Composite nonlinear multiset canonical correlation analysis for multiview feature learning and recognition.
Concurr. Comput. Pract. Exp.
Yun-Hao Yuan, Xiaobo Shen, Yun Li, Bin Li, Jianping Gou, Jipeng Qiang, Xinfeng Zhang, Quan-Sen Sun
2021 J jnl
Image Haze Removal Algorithm Based on Nonsubsampled Contourlet Transform.
IEEE Access
Bowen Zhang, Manli Wang, Xiaobo Shen
2021 J jnl
Label group diffusion for image and image pair segmentation.
Pattern Recognit.
Tao Wang, Zexuan Ji, Jian Yang, Quansen Sun, Xiaobo Shen, Zhenwen Ren, Qi Ge
2021 — conf
Multi-view Fractional Deep Canonical Correlation Analysis for Subspace Clustering.
ICONIP (2)
Chao Sun, Yun-Hao Yuan, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen
2021 J jnl
Multiview Inherent Graph Hashing for Large-Scale Remote Sensing Image Retrieval.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yinghui Sun, Wei Wu, Xiaobo Shen, Zhen Cui
2021 J jnl
Unsupervised Discriminative Deep Hashing With Locality and Globality Preservation.
IEEE Signal Process. Lett.
Zhuyi Ni, Zexuan Ji, Long Lan, Yun-Hao Yuan, Xiaobo Shen
2020 C conf
Complex-Valued Spatial-Scattering Separated Attention Network for Polsar Image Classification.
IGARSS
Zhaohao Fan, Zexuan Ji, Peng Fu, Tao Wang, Xiaobo Shen, Quansen Sun
2020 J jnl
Discriminant sub-dictionary learning with adaptive multiscale superpixel representation for hyperspectral image classification.
Neurocomputing
Xiao Tu, Xiaobo Shen, Peng Fu, Tao Wang, Quansen Sun, Zexuan Ji
2020 J jnl
Guest Editorial Special Issue on Structured Multi-Output Learning: Modeling, Algorithm, Theory, and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Weiwei Liu, Xiaobo Shen, Yew-Soon Ong, Ivor W. Tsang, Chen Gong, Vladimir Pavlovic
2020 J jnl
Locality-aware group sparse coding on Grassmann manifolds for image set classification.
Neurocomputing
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Wenzhu Yan
2020 J jnl
Prototype learning and collaborative representation using Grassmann manifolds for image set classification.
Pattern Recognit.
Dong Wei, Xiaobo Shen, Quansen Sun, Xizhan Gao, Wenzhu Yan
2020 J jnl
Semi-Paired Asymmetric Deep Cross-Modal Hashing Learning.
IEEE Access
Yi Wang, Xiaobo Shen, Zhenmin Tang, Tao Zhang, Jianyong Lv
2020 B conf
Supervised Multi-View Distributed Hashing.
ICIP
Yunpeng Tang, Xiaobo Shen, Zexuan Ji, Tao Wang, Peng Fu, Quan-Sen Sun
2020 J jnl
Survey on Multi-Output Learning.
IEEE Trans. Neural Networks Learn. Syst.
Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen
2020 J jnl
The Emerging Trends of Multi-Label Learning.
CoRR
Weiwei Liu, Xiaobo Shen, Haobo Wang, Ivor W. Tsang
2020 J jnl
When Gaussian Process Meets Big Data: A Review of Scalable GPs.
IEEE Trans. Neural Networks Learn. Syst.
Haitao Liu, Yew-Soon Ong, Xiaobo Shen, Jianfei Cai
2019 J jnl
A Survey on Multi-output Learning.
CoRR
Donna Xu, Yaxin Shi, Ivor W. Tsang, Yew-Soon Ong, Chen Gong, Xiaobo Shen
2019 J jnl
Discrete Multi-graph Hashing for Large-Scale Visual Search.
Neural Process. Lett.
Lingyun Xiang, Xiaobo Shen, Jiaohua Qin, Wei Hao
2019 J jnl
Face Hallucination Using Locality Preserving Canonical Correlation Analysis.
Aust. J. Intell. Inf. Process. Syst.
Yun-Hao Yuan, Jie Yang, Yun Li, Jipeng Qiang, Bin Li, Xiaobo Shen, Jianping Gou, Guangwei Gao
2019 J jnl
Hyperspectral Imagery Classification via Stochastic HHSVMs.
IEEE Trans. Image Process.
Weiwei Liu, Xiaobo Shen, Bo Du, Ivor W. Tsang, Wenjie Zhang, Xuemin Lin
2019 B conf
Memetic Evolution Strategy for Reinforcement Learning.
CEC
Xinghua Qu, Yew-Soon Ong, Yaqing Hou, Xiaobo Shen
2019 J jnl
Scalable Gaussian Process Classification with Additive Noise for Various Likelihoods.
CoRR
Haitao Liu, Yew-Soon Ong, Ziwei Yu, Jianfei Cai, Xiaobo Shen
2019 A* conf
Sparse Extreme Multi-label Learning with Oracle Property.
ICML
Weiwei Liu, Xiaobo Shen
2018 J jnl
A Word-Embedding-Based Steganalysis Method for Linguistic Steganography via Synonym Substitution.
IEEE Access
Lingyun Xiang, Jingmin Yu, Chunfang Yang, Daojian Zeng, Xiaobo Shen
2018 J jnl
A novel multi-view dimensionality reduction and recognition framework with applications to face recognition.
J. Vis. Commun. Image Represent.
Xiaobo Shen, Yunhao Yuan, Fumin Shen, Yang Xu, Quan-Sen Sun
2018 A* conf
Compact Multi-Label Learning.
AAAI
Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong
2018 A* conf
Deep Discrete Prototype Multilabel Learning.
IJCAI
Xiaobo Shen, Weiwei Liu, Yong Luo, Yew-Soon Ong, Ivor W. Tsang
2018 A* conf
Discrete Network Embedding.
IJCAI
Xiaobo Shen, Shirui Pan, Weiwei Liu, Yew-Soon Ong, Quan-Sen Sun
2018 — conf
Hyper-graph Regularized Multi-view Matrix Factorization for Vehicle Identification.
ICCCS (1)
Bin Qian, Xiaobo Shen, Zhenqiu Shu, Xiguang Gu, Jin Huang, Jiabin Hu
2018 J jnl
Multilabel Prediction via Cross-View Search.
IEEE Trans. Neural Networks Learn. Syst.
Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong
2018 J jnl
Multiview Discrete Hashing for Scalable Multimedia Search.
ACM Trans. Intell. Syst. Technol.
Xiaobo Shen, Fumin Shen, Li Liu, Yunhao Yuan, Weiwei Liu, Quan-Sen Sun
2018 J jnl
When Gaussian Process Meets Big Data: A Review of Scalable GPs.
CoRR
Haitao Liu, Yew-Soon Ong, Xiaobo Shen, Jianfei Cai
2017 J jnl
A Fast Generalized Low Rank Representation Framework Based on L
IEEE Access
Tao Zhang, Zhenmin Tang, Xiaobo Shen
2017 J jnl
Graph regularized multilayer concept factorization for data representation.
Neurocomputing
Xue Li, Xiaobo Shen, Zhenqiu Shu, Qiaolin Ye, Chunxia Zhao
2017 J jnl
Local and global regularized concept factorization for image clustering.
J. Electronic Imaging
Bin Qian, Zhenmin Tang, Xiaobo Shen, Zhenqiu Shu
2017 J jnl
Nonnegative matrix factorization with region sparsity learning for hyperspectral unmixing.
Int. J. Wavelets Multiresolution Inf. Process.
Bin Qian, Lei Tong, Zhenmin Tang, Xiaobo Shen
2016 — conf
Deep Convex NMF for Image Clustering.
CCBR
Bin Qian, Xiaobo Shen, Zhenmin Tang, Tao Zhang
2016 Misc conf
Double Constrained NMF for Partial Multi-View Clustering.
DICTA
Bin Qian, Xiaobo Shen, Yanyang Gu, Zhenmin Tang, Yuhua Ding
2016 B conf
Nonnegative matrix factorization with endmember sparse graph learning for hyperspectral unmixing.
ICIP
Bin Qian, Jun Zhou, Lei Tong, Xiaobo Shen, Fan Liu