Combining preference analysis with local constraints for rapid hypothesis generation. - Taotao Lai; Da-Han Wang; Guobao Xiao; Hanzi Wang (ICARCV, 2014)

Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting. - Hanzi Wang; Guobao Xiao; Yan Yan 001; David Suter (ICCV, 2015)

An Outlier Removal Method by Statistically Analyzing Hypotheses for Geometric Model Fitting. - Yuewei Na; Guobao Xiao; Hanzi Wang (ICIG (1), 2015)

Message Passing on the Two-Layer Network for Geometric Model Fitting. - Xing Wang; Guobao Xiao; Yan Yan 001; Hanzi Wang (ACCV (1), 2016)

Superpixel-Based Two-View Deterministic Fitting for Multiple-Structure Data. - Guobao Xiao; Hanzi Wang; Yan Yan 001; David Suter (ECCV (6), 2016)

Conceptual space based gross outlier removal for geometric model fitting. - Xing Wang; Jin Zheng; Guobao Xiao; Bo Li 006; Yan Yan 001; Hanzi Wang (ICARCV, 2016)

Rapid hypothesis generation by combining residual sorting with local constraints. - Taotao Lai; Hanzi Wang; Yan Yan 001; Da-Han Wang; Guobao Xiao (Multim. Tools Appl., 2016)

Hypergraph modelling for geometric model fitting. - Guobao Xiao; Hanzi Wang; Taotao Lai; David Suter (Pattern Recognit., 2016)

Mode seeking on graphs for geometric model fitting via preference analysis. - Guobao Xiao; Hanzi Wang; Yan Yan 001; Liming Zhang 002 (Pattern Recognit. Lett., 2016)

A Hierarchical Voting Scheme for Robust Geometric Model Fitting. - Fan Xiao; Guobao Xiao; Xing Wang; Jin Zheng; Yan Yan 001; Hanzi Wang (ICIG (1), 2017)

Weighted median-shift on graphs for geometric model fitting. - Xiong Zhou; Hanzi Wang; Guobao Xiao; Xing Wang; Yan Yan 001; Liming Zhang 002 (ICIP, 2017)

Efficient guided hypothesis generation for multi-structure epipolar geometry estimation. - Taotao Lai; Hanzi Wang; Yan Yan 001; Guobao Xiao; David Suter (Comput. Vis. Image Underst., 2017)

Simple Iterative Clustering on Graphs for Robust Model Fitting. - Hailing Luo; Guobao Xiao; Hanzi Wang (VCIP, 2018)

Conceptual space based model fitting for multi-structure data. - Guobao Xiao; Xing Wang; Hailing Luo; Jin Zheng; Bo Li 006; Yan Yan 001; Hanzi Wang (Neurocomputing, 2018)

Hypergraph Optimization for Multi-Structural Geometric Model Fitting. - Shuyuan Lin; Guobao Xiao; Yan Yan 001; David Suter; Hanzi Wang (AAAI, 2019)

Identification and Prediction of Key Nucleotide Sites Using Machine Learning in Bioinformatics: A Brief Overview. - Jianhua Cai; Leyi Wei; Kun Zeng; Guobao Xiao (ISPA/BDCloud/SocialCom/SustainCom, 2019)

Discriminant Affinity Matrix for Deterministic Motion Trajectory Segmentation. - Guobao Xiao; Kun Zeng; Leyi Wei; Tao Wang 047; Taotao Lai (IEEE Access, 2019)

A Very Deep Densely Connected Network for Compressed Sensing MRI. - Kun Zeng; Yu Yang 002; Guobao Xiao; Zhong Chen 005 (IEEE Access, 2019)

Superpixel-Guided Two-View Deterministic Geometric Model Fitting. - Guobao Xiao; Hanzi Wang; Yan Yan 001; David Suter (Int. J. Comput. Vis., 2019)

Robust geometric model fitting based on iterative Hypergraph Construction and Partition. - Guobao Xiao; Hanzi Wang; Yan Yan 001; Liming Zhang 002 (Neurocomputing, 2019)

Searching for Representative Modes on Hypergraphs for Robust Geometric Model Fitting. - Hanzi Wang; Guobao Xiao; Yan Yan 001; David Suter (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Robust procedural model fitting with a new geometric similarity estimator. - Zongliang Zhang; Jonathan Li 001; Yulan Guo; Xin Li 003; Yangbin Lin; Guobao Xiao; Cheng Wang 003 (Pattern Recognit., 2019)

Deep Residual Haze Network for Image Dehazing and Deraining. - Chuansheng Wang; Zuoyong Li; Jiawei Wu 001; Haoyi Fan; Guobao Xiao; Hong Zhang 029 (IEEE Access, 2020)

Meta-GDBP: a high-level stacked regression model to improve anticancer drug response prediction. - Ran Su; Xinyi Liu; Guobao Xiao; Leyi Wei (Briefings Bioinform., 2020)

A two-step hypergraph reduction based fitting method for unbalanced data. - Guobao Xiao; Xiong Zhou; Yan Yan 001; Hanzi Wang (Pattern Recognit. Lett., 2020)

Deterministic Model Fitting by Local-Neighbor Preservation and Global-Residual Optimization. - Guobao Xiao; Jiayi Ma 001; Shiping Wang; Changwen Chen (IEEE Trans. Image Process., 2020)

Learning a Layout Transfer Network for Context Aware Object Detection. - Tao Wang 047; Xuming He 001; Yuanzheng Cai; Guobao Xiao (IEEE Trans. Intell. Transp. Syst., 2020)

T-Net: Effective Permutation-Equivariant Network for Two-View Correspondence Learning. - Zhen Zhong; Guobao Xiao; Linxin Zheng; Yan Lu; Jiayi Ma 001 (ICCV, 2021)

iDNA-ABT: advanced deep learning model for detecting DNA methylation with adaptive features and transductive information maximization. - Yingying Yu; Wenjia He; Junru Jin; Guobao Xiao; Lizhen Cui; Rao Zeng; Leyi Wei (Bioinform., 2021)

Segmentation by Continuous Latent Semantic Analysis for Multi-structure Model Fitting. - Guobao Xiao; Hanzi Wang; Jiayi Ma 001; David Suter (Int. J. Comput. Vis., 2021)

SCSA-Net: Presentation of two-view reliable correspondence learning via spatial-channel self-attention. - Xin Liu 091; Guobao Xiao; Luanyuan Dai; Kun Zeng; Changcai Yang; Riqing Chen (Neurocomputing, 2021)

TSSN-Net: Two-step Sparse Switchable Normalization for learning correspondences with heavy outliers. - Zhen Zhong; Guobao Xiao; Kun Zeng; Shiping Wang (Neurocomputing, 2021)

A review of multimodal image matching: Methods and applications. - Xingyu Jiang; Jiayi Ma 001; Guobao Xiao; Zhenfeng Shao; Xiaojie Guo 001 (Inf. Fusion, 2021)

Seeded random walk for multi-view semi-supervised classification. - Shiping Wang; Zhewen Wang; Kart-Leong Lim; Guobao Xiao; Wenzhong Guo (Knowl. Based Syst., 2021)

Mining consistent correspondences using co-occurrence statistics. - Guobao Xiao; Shiping Wang; Han Wang 001; Jiayi Ma 001 (Pattern Recognit., 2021)

Point2CN: Progressive two-view correspondence learning via information fusion. - Xin Liu 091; Guobao Xiao; Zuoyong Li; Riqing Chen (Signal Process., 2021)

MANet: Multi-Scale Attention Network for Correspondence Learning. - Yukai Chen; Linxin Zheng; Xin Liu 091; Guobao Xiao (IEEE Signal Process. Lett., 2021)

Hierarchical Representation Via Message Propagation for Robust Model Fitting. - Shuyuan Lin; Xing Wang; Guobao Xiao; Yan Yan 001; Hanzi Wang (IEEE Trans. Ind. Electron., 2021)

STDFusionNet: An Infrared and Visible Image Fusion Network Based on Salient Target Detection. - Jiayi Ma 001; Linfeng Tang; Meilong Xu; Hao Zhang 073; Guobao Xiao (IEEE Trans. Instrum. Meas., 2021)

SRDFM: Siamese Response Deep Factorization Machine to improve anti-cancer drug recommendation. - Ran Su; Yixuan Huang; De-gan Zhang; Guobao Xiao; Leyi Wei (Briefings Bioinform., 2022)

Video Polyp Segmentation: A Deep Learning Perspective. - Ge-Peng Ji; Guobao Xiao; Yu-Cheng Chou; Deng-Ping Fan; Kai Zhao; Geng Chen 001; Huazhu Fu; Luc Van Gool (CoRR, 2022)

Contrastive Consensus Graph Learning for Multi-View Clustering. - Shiping Wang; Xincan Lin; Zihan Fang; Shide Du; Guobao Xiao (IEEE CAA J. Autom. Sinica, 2022)

Video Polyp Segmentation: A Deep Learning Perspective. - Ge-Peng Ji; Guobao Xiao; Yu-Cheng Chou; Deng-Ping Fan; Kai Zhao; Geng Chen 001; Luc Van Gool (Int. J. Autom. Comput., 2022)

Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model. - Jiayi Ma 001; Aoxiang Fan; Xingyu Jiang; Guobao Xiao (Int. J. Comput. Vis., 2022)

RANet: A relation-aware network for two-view correspondence learning. - Guorong Lin; Xin Liu 091; Fangfang Lin; Guobao Xiao; Jiayi Ma 001 (Neurocomputing, 2022)

PESA-Net: Permutation-Equivariant Split Attention Network for correspondence learning. - Zhen Zhong; Guobao Xiao; Shiping Wang; Leyi Wei; Xiaoqin Zhang 002 (Inf. Fusion, 2022)

DA-Net: Dual-attention network for multivariate time series classification. - Rongjun Chen; Xuanhui Yan; Shiping Wang; Guobao Xiao (Inf. Sci., 2022)

Learning Two-View Correspondences and Geometry Using Neighbor-Aware Network. - Wei Zheng; Ziwei Shi; Guobao Xiao; Jiayi Ma 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

CSDA-Net: Seeking reliable correspondences by channel-Spatial difference augment network. - Shunxing Chen; Linxin Zheng; Guobao Xiao; Zhen Zhong; Jiayi Ma 001 (Pattern Recognit., 2022)

BSCA-Net: Bit Slicing Context Attention network for polyp segmentation. - Yi Lin; Jichun Wu; Guobao Xiao; Junwen Guo; Geng Chen 001; Jiayi Ma 001 (Pattern Recognit., 2022)

Triplet Relationship Guided Sampling Consensus for Robust Model Estimation. - Hanlin Guo; Yang Lu 009; Guobao Xiao; Shuyuan Lin; Hanzi Wang (IEEE Signal Process. Lett., 2022)

Robust Feature Matching for Remote Sensing Image Registration via Guided Hyperplane Fitting. - Guobao Xiao; Huan Luo 001; Kun Zeng; Leyi Wei; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Motion Consistency Guided Robust Geometric Model Fitting With Severe Outliers. - Hanlin Guo; Yang Lu 009; Haosheng Chen 001; Hailing Luo; Guobao Xiao; Haifang Zhang; Hanzi Wang (IEEE Trans. Ind. Electron., 2022)

Co-Clustering on Bipartite Graphs for Robust Model Fitting. - Shuyuan Lin; Hailing Luo; Yan Yan 001; Guobao Xiao; Hanzi Wang (IEEE Trans. Image Process., 2022)

MSA-Net: Establishing Reliable Correspondences by Multiscale Attention Network. - Linxin Zheng; Guobao Xiao; Ziwei Shi; Shiping Wang; Jiayi Ma 001 (IEEE Trans. Image Process., 2022)

JRA-Net: Joint representation attention network for correspondence learning. - Ziwei Shi; Guobao Xiao; Linxin Zheng; Jiayi Ma 001; Riqing Chen (Pattern Recognit., 2023)

Learning for Feature Matching via Graph Context Attention. - Junwen Guo; Guobao Xiao; Zhimin Tang; Shunxing Chen; Shiping Wang; Jiayi Ma 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Dual-Attention-Based Feature Aggregation Network for Infrared and Visible Image Fusion. - Zhimin Tang; Guobao Xiao; Junwen Guo; Shiping Wang; Jiayi Ma 001 (IEEE Trans. Instrum. Meas., 2023)

Density-Guided Incremental Dominant Instance Exploration for Two-View Geometric Model Fitting. - Zizhuo Li; Jiayi Ma 001; Guobao Xiao (IEEE Trans. Image Process., 2023)

PGFNet: Preference-Guided Filtering Network for Two-View Correspondence Learning. - Xin Liu 091; Guobao Xiao; Riqing Chen; Jiayi Ma 001 (IEEE Trans. Image Process., 2023)

Efficient and Differentiable Low-Rank Matrix Completion With Back Propagation. - Zhaoliang Chen; Jie Yao; Guobao Xiao; Shiping Wang (IEEE Trans. Multim., 2023)

Correspondence Attention Transformer: A Context-Sensitive Network for Two-View Correspondence Learning. - Jiayi Ma 001; Yang Wang; Aoxiang Fan; Guobao Xiao; Riqing Chen (IEEE Trans. Multim., 2023)

Learning matrix factorization with scalable distance metric and regularizer. - Shiping Wang; Yunhe Zhang 001; Xincan Lin; Lichao Su; Guobao Xiao; William Zhu 001; Yiqing Shi (Neural Networks, 2023)

SGA-Net: A Sparse Graph Attention Network for Two-View Correspondence Learning. - Tangfei Liao; Xiaoqin Zhang 002; Yuewang Xu; Ziwei Shi; Guobao Xiao (IEEE Trans. Circuits Syst. Video Technol., 2023)

Graph Context Transformation Learning for Progressive Correspondence Pruning. - Junwen Guo; Guobao Xiao; Shiping Wang; Jun Yu 002 (AAAI, 2024)

VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning. - Tangfei Liao; Xiaoqin Zhang 002; Li Zhao 005; Tao Wang 047; Guobao Xiao (AAAI, 2024)

BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning. - Xiangyang Miao; Guobao Xiao; Shiping Wang; Jun Yu 002 (AAAI, 2024)

Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection. - Zhenni Yu; Xiaoqin Zhang 002; Li Zhao 005; Yi Bin; Guobao Xiao (ACM Multimedia, 2024)

CorrMAE: Pre-training Correspondence Transformers with Masked Autoencoder. - Tangfei Liao; Xiaoqin Zhang 002; Guobao Xiao; Min Li; Tao Wang 047; Mang Ye (CoRR, 2024)

Progressive correspondence learning by effective multi-channel aggregation. - Xin Liu 091; Shunxing Chen; Guobao Xiao; Changcai Yang; Riqing Chen (Neurocomputing, 2024)

Dual-STI: Dual-path spatial-temporal interaction learning for dynamic facial expression recognition. - Min Li; Xiaoqin Zhang 002; Chenxiang Fan; Tangfei Liao; Guobao Xiao (Inf. Sci., 2024)

Semantic attention-based heterogeneous feature aggregation network for image fusion. - Zhiqiang Ruan; Jie Wan; Guobao Xiao; Zhimin Tang; Jiayi Ma 001 (Pattern Recognit., 2024)

A novel non-pretrained deep supervision network for polyp segmentation. - Zhenni Yu; Li Zhao 005; Tangfei Liao; Xiaoqin Zhang 002; Geng Chen 001; Guobao Xiao (Pattern Recognit., 2024)

MSGA-Net: Progressive Feature Matching via Multi-Layer Sparse Graph Attention. - Zhepeng Gong; Guobao Xiao; Ziwei Shi; Riqing Chen; Jun Yu 002 (IEEE Trans. Circuits Syst. Video Technol., 2024)

PT-Net: Pyramid Transformer Network for Feature Matching Learning. - Zhepeng Gong; Guobao Xiao; Ziwei Shi; Shiping Wang; Riqing Chen (IEEE Trans. Instrum. Meas., 2024)

FAFusion: Learning for Infrared and Visible Image Fusion via Frequency Awareness. - Guobao Xiao; Zhimin Tang; Hanlin Guo; Jun Yu 002; Heng Tao Shen (IEEE Trans. Instrum. Meas., 2024)

DHM-Net: Deep Hypergraph Modeling for Robust Feature Matching. - Shunxing Chen; Guobao Xiao; Junwen Guo; Qiangqiang Wu; Jiayi Ma 001 (IEEE Trans. Image Process., 2024)

Multi-Stage Network With Geometric Semantic Attention for Two-View Correspondence Learning. - Shuyuan Lin; Xiao Chen; Guobao Xiao; Hanzi Wang; Feiran Huang; Jian Weng 001 (IEEE Trans. Image Process., 2024)

Fusion-Embedding Siamese Network for Light Field Salient Object Detection. - Geng Chen 001; Huazhu Fu; Tao Zhou 002; Guobao Xiao; Keren Fu; Yong Xia 001; Yanning Zhang 001 (IEEE Trans. Multim., 2024)

Local neighbor propagation on graphs for mismatch removal. - Hanlin Guo; Guobao Xiao; Lumei Su; Jiaxing Zhou; Da-Han Wang (Inf. Sci., 2024)

SSL-Net: Sparse semantic learning for identifying reliable correspondences. - Shunxing Chen; Guobao Xiao; Ziwei Shi; Junwen Guo; Jiayi Ma 001 (Pattern Recognit., 2024)

Transformer-Based Multimodal Emotional Perception for Dynamic Facial Expression Recognition in the Wild. - Xiaoqin Zhang 002; Min Li; Sheng Lin; Hang Xu; Guobao Xiao (IEEE Trans. Circuits Syst. Video Technol., 2024)

Latent Semantic Consensus for Deterministic Geometric Model Fitting. - Guobao Xiao; Jun Yu 002; Jiayi Ma 001; Deng-Ping Fan; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Second-Order Proximity Guided Sampling Consensus for Robust Model Fitting. - Hanlin Guo; Guobao Xiao; Lumei Su; Tianyou Li; Da-Han Wang; Hanzi Wang (IEEE Trans. Circuits Syst. Video Technol., 2024)

T-Net++: Effective Permutation-Equivariance Network for Two-View Correspondence Pruning. - Guobao Xiao; Xin Liu 091; Zhen Zhong; Xiaoqin Zhang 002; Jiayi Ma 001; Haibin Ling (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

SMR-Net: Semantic-Guided Mutually Reinforcing Network for Cross-Modal Image Fusion and Salient Object Detection. - Guobao Xiao; Xinyu Liu; Zebin Lin; Rui Ming (AAAI, 2025)

COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection. - Xiaoqin Zhang 002; Zhenni Yu; Li Zhao 005; Deng-Ping Fan; Guobao Xiao (Sci. China Inf. Sci., 2025)

SSDFusion: A scene-semantic decomposition approach for visible and infrared image fusion. - Rui Ming; Yixian Xiao; Xinyu Liu; Guolong Zheng; Guobao Xiao (Pattern Recognit., 2025)

PTH-Net: Dynamic Facial Expression Recognition Without Face Detection and Alignment. - Min Li; Xiaoqin Zhang 002; Tangfei Liao; Sheng Lin; Guobao Xiao (IEEE Trans. Image Process., 2025)

CLG-Net: Rethinking Local and Global Perception in Lightweight Two-View Correspondence Learning. - Minjun Shen; Guobao Xiao; Changcai Yang; Junwen Guo; Lei Zhu 002 (IEEE Trans. Circuits Syst. Video Technol., 2025)

EHGCN: Hierarchical Euclidean-Hyperbolic Fusion via Motion-Aware GCN for Hybrid Event Stream Perception. - Haosheng Chen 001; Lian Luo; Mengjingcheng Mo; Zhanjie Wu; Guobao Xiao; Ji Gan; Jiaxu Leng; Xinbo Gao 001 (CoRR, 2025)

HSENet: Hierarchical semantic-enriched network for multi-modal image fusion. - Xinyu Liu; Rui Ming; Songlin Du; Lianghua He; Haibo Luo; Guobao Xiao (Pattern Recognit., 2026)