A New Approach to Human Motion Sequence Recognition with Application to Diving Actions. - Shiming Xiang; Changshui Zhang; Xiaoping Chen; Naijiang Lu (MLDM, 2005)

Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning. - Shiming Xiang; Feiping Nie 001; Changshui Zhang (ACCV (1), 2006)

Exemplar-Based Human Contour Tracking. - Shiming Xiang; Feiping Nie 001; Changshui Zhang (ACCV (1), 2006)

Contour Matching Based on Belief Propagation. - Shiming Xiang; Feiping Nie 001; Changshui Zhang (ACCV (2), 2006)

Spline Embedding for Nonlinear Dimensionality Reduction. - Shiming Xiang; Feiping Nie 001; Changshui Zhang; Chunxia Zhang 001 (ECML, 2006)

Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition. - Feiping Nie 001; Shiming Xiang; Yangqiu Song; Changshui Zhang (CVPR, 2007)

Real-time Object Classification in Video Surveillance Based on Appearance Learning. - Lun Zhang 001; Stan Z. Li; Xiaotong Yuan; Shiming Xiang (CVPR, 2007)

Extracting the Optimal Dimensionality for Discriminant Analysis. - Feiping Nie 001; Shiming Xiang; Yangqiu Song; Changshui Zhang (ICASSP (2), 2007)

Semi-Supervised Music Genre Classification. - Yangqiu Song; Changshui Zhang; Shiming Xiang (ICASSP (2), 2007)

Face Detection Based on Multi-Block LBP Representation. - Lun Zhang 001; Rufeng Chu; Shiming Xiang; Shengcai Liao; Stan Z. Li (ICB, 2007)

Neighborhood MinMax Projections. - Feiping Nie 001; Shiming Xiang; Changshui Zhang (IJCAI, 2007)

Interactive Visual Object Extraction Based on Belief Propagation. - Shiming Xiang; Feiping Nie 001; Changshui Zhang; Chunxia Zhang 001 (MMM (1), 2007)

Trace Ratio Criterion for Feature Selection. - Feiping Nie 001; Shiming Xiang; Yangqing Jia; Changshui Zhang; Shuicheng Yan (AAAI, 2008)

A set theoretical method for video synopsis. - Min Xu; Stan Z. Li; Bin Li 025; Xiaotong Yuan; Shiming Xiang (Multimedia Information Retrieval, 2008)

A unified framework for semi-supervised dimensionality reduction. - Yangqiu Song; Feiping Nie 001; Changshui Zhang; Shiming Xiang (Pattern Recognit., 2008)

Contour graph based human tracking and action sequence recognition. - Shiming Xiang; Feiping Nie 001; Yangqiu Song; Changshui Zhang (Pattern Recognit., 2008)

Learning a Mahalanobis distance metric for data clustering and classification. - Shiming Xiang; Feiping Nie 001; Changshui Zhang (Pattern Recognit., 2008)

Subspace Regularization: A New Semi-supervised Learning Method. - Yan-Ming Zhang 001; Xinwen Hou; Shiming Xiang; Cheng-Lin Liu 001 (ECML/PKDD (2), 2009)

Nonlinear dimensionality reduction with relative distance comparison. - Chunxia Zhang 001; Shiming Xiang; Feiping Nie 001; Yangqiu Song (Neurocomputing, 2009)

Embedding new data points for manifold learning via coordinate propagation. - Shiming Xiang; Feiping Nie 001; Yangqiu Song; Changshui Zhang; Chunxia Zhang 001 (Knowl. Inf. Syst., 2009)

Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations. - Changshui Zhang; Feiping Nie 001; Shiming Xiang; Chenping Hou (Neural Process. Lett., 2009)

Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images. - Yangqiu Song; Changshui Zhang; Jianguo Lee; Fei Wang 001; Shiming Xiang; Dan Zhang 007 (Pattern Anal. Appl., 2009)

Semi-supervised orthogonal discriminant analysis via label propagation. - Feiping Nie 001; Shiming Xiang; Yangqing Jia; Changshui Zhang (Pattern Recognit., 2009)

Extracting the optimal dimensionality for local tensor discriminant analysis. - Feiping Nie 001; Shiming Xiang; Yangqiu Song; Changshui Zhang (Pattern Recognit., 2009)

Interactive Natural Image Segmentation via Spline Regression. - Shiming Xiang; Feiping Nie 001; Chunxia Zhang 001; Changshui Zhang (IEEE Trans. Image Process., 2009)

Nonlinear Dimensionality Reduction with Local Spline Embedding. - Shiming Xiang; Feiping Nie 001; Changshui Zhang; Chunxia Zhang 001 (IEEE Trans. Knowl. Data Eng., 2009)

Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation. - Yi Yang 001; Feiping Nie 001; Shiming Xiang; Yueting Zhuang; Wenhua Wang (AAAI, 2010)

A general kernelization framework for learning algorithms based on kernel PCA. - Changshui Zhang; Feiping Nie 001; Shiming Xiang (Neurocomputing, 2010)

A general graph-based semi-supervised learning with novel class discovery. - Feiping Nie 001; Shiming Xiang; Yun Liu 021; Changshui Zhang (Neural Comput. Appl., 2010)

Semi-Supervised Classification via Local Spline Regression. - Shiming Xiang; Feiping Nie 001; Changshui Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

TurboPixel Segmentation Using Eigen-Images. - Shiming Xiang; Chunhong Pan; Feiping Nie 001; Changshui Zhang (IEEE Trans. Image Process., 2010)

Image editing based on Sparse Matrix-Vector multiplication. - Ying Wang 008; Hongping Yan; Chunhong Pan; Shiming Xiang (ICASSP, 2011)

Kernel sparse representation with local patterns for face recognition. - Cuicui Kang; Shengcai Liao; Shiming Xiang; Chunhong Pan (ICIP, 2011)

Robust airplane detection in satellite images. - Wei Li; Shiming Xiang; Haibo Wang; Chunhong Pan (ICIP, 2011)

MEAN-shift tracking algorithm with weight fusion strategy. - LingFeng Wang 002; Chunhong Pan; Shiming Xiang (ICIP, 2011)

Level set evolution with locally linear classification for image segmentation. - Ying Wang 008; LingFeng Wang 002; Shiming Xiang; Chunhong Pan (ICIP, 2011)

Interactive Image Segmentation With Multiple Linear Reconstructions in Windows. - Shiming Xiang; Chunhong Pan; Feiping Nie 001; Changshui Zhang (IEEE Trans. Multim., 2011)

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression. - Feiping Nie 001; Dong Xu 001; Xuelong Li 001; Shiming Xiang (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Regression Reformulations of LLE and LTSA With Locally Linear Transformation. - Shiming Xiang; Feiping Nie 001; Chunhong Pan; Changshui Zhang (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Image Guided Tone Mapping with Locally Nonlinear Model. - Huxiang Gu; Ying Wang 008; Shiming Xiang; Gaofeng Meng; Chunhong Pan (ECCV (4), 2012)

Classification oriented semi-supervised band selection for hyperspectral images. - Jun Bai; Shiming Xiang; Chunhong Pan (ICPR, 2012)

Kernel Homotopy based sparse representation for object classification. - Cuicui Kang; Shengcai Liao; Shiming Xiang; Chunhong Pan (ICPR, 2012)

Guided tone mapping. - Huxiang Gu; Ying Wang 008; Gaofeng Meng; Shiming Xiang; Chunhong Pan (SIGGRAPH Posters, 2012)

Hybrid Recommendation Models for Binary User Preference Prediction Problem. - Siwei Lai; Yang Liu 021; Huxiang Gu; Liheng Xu; Kang Liu 001; Shiming Xiang; Jun Zhao 001; Rui Diao; Liang Xiang; Hang Li; Dong Wang (KDD Cup, 2012)

Metric Rectification of Curved Document Images. - Gaofeng Meng; Chunhong Pan; Shiming Xiang; Jiangyong Duan (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Image deblurring with matrix regression and gradient evolution. - Shiming Xiang; Gaofeng Meng; Ying Wang 008; Chunhong Pan; Changshui Zhang (Pattern Recognit., 2012)

Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction. - Feiping Nie 001; Shiming Xiang; Yun Liu 021; Chenping Hou; Changshui Zhang (Pattern Recognit. Lett., 2012)

Discriminative Least Squares Regression for Multiclass Classification and Feature Selection. - Shiming Xiang; Feiping Nie 001; Gaofeng Meng; Chunhong Pan; Changshui Zhang (IEEE Trans. Neural Networks Learn. Syst., 2012)

Aircraft Detection by Deep Belief Nets. - Xueyun Chen; Shiming Xiang; Cheng-Lin Liu; Chunhong Pan (ACPR, 2013)

Vehicle Detection in Satellite Images by Parallel Deep Convolutional Neural Networks. - Xueyun Chen; Shiming Xiang; Cheng-Lin Liu; Chunhong Pan (ACPR, 2013)

Multifocus Image Fusion via Region Reconstruction. - Jiangyong Duan; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ACPR, 2013)

Multi-scale Deblurring with Smooth Region Constraints. - Jiangyong Duan; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ACPR, 2013)

Local Sparse Discriminant Analysis for Robust Face Recognition. - Cuicui Kang; Shengcai Liao; Shiming Xiang; Chunhong Pan (CVPR Workshops, 2013)

Indoor frame recovering via line segments refinement and voting. - Jun Chu; Luanzheng Guo; LingFeng Wang 002; Chunhong Pan; Shiming Xiang (ICASSP, 2013)

Removing out-of-focus blur from similar image pairs. - Jiangyong Duan; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ICASSP, 2013)

Robust VHR image change detection based on local features and multi-scale fusion. - Yuan Xu; Chunlei Huo; Shiming Xiang; Chunhong Pan (ICASSP, 2013)

Active learning based automatic face segmentation for kinect video. - Jixia Zhang; Haibo Wang; Shaoguo Liu; Franck Davoine; Chunhong Pan; Shiming Xiang (ICASSP, 2013)

Efficient Image Dehazing with Boundary Constraint and Contextual Regularization. - Gaofeng Meng; Ying Wang 008; Jiangyong Duan; Shiming Xiang; Chunhong Pan (ICCV, 2013)

Group sparsity based semi-supervised band selection for hyperspectral images. - Haichang Li; Ying Wang 008; Jiangyong Duan; Shiming Xiang; Chunhong Pan (ICIP, 2013)

Learning smooth dictionary for image denoising. - Leigang Huo; Xiangchu Feng; Chunhong Pan; Shiming Xiang; Chunlei Huo (ICNC, 2013)

Nonparametric Illumination Correction for Scanned Document Images via Convex Hulls. - Gaofeng Meng; Shiming Xiang; Nanning Zheng 001; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Level set evolution with locally linear classification for image segmentation. - Ying Wang 008; Shiming Xiang; Chunhong Pan; LingFeng Wang 002; Gaofeng Meng (Pattern Recognit., 2013)

Edge-Directed Single-Image Super-Resolution Via Adaptive Gradient Magnitude Self-Interpolation. - LingFeng Wang 002; Shiming Xiang; Gaofeng Meng; Huai-Yu Wu; Chunhong Pan (IEEE Trans. Circuits Syst. Video Technol., 2013)

A Graph-Based Classification Method for Hyperspectral Images. - Jun Bai; Shiming Xiang; Chunhong Pan (IEEE Trans. Geosci. Remote. Sens., 2013)

Transferring Segmentation from Image to Image via Contextual Sparse Representation. - Shuangshuang Li; Yonghao He; Shiming Xiang; LingFeng Wang 002; Chunhong Pan (CCPR (2), 2014)

Active Flattening of Curved Document Images via Two Structured Beams. - Gaofeng Meng; Ying Wang 008; Shenquan Qu; Shiming Xiang; Chunhong Pan (CVPR, 2014)

Image annotation via learning the image-label interrelations. - Yonghao He; Jian Wang 068; Shiming Xiang; Chunhong Pan (ICIP, 2014)

Facade repetition extraction using block matrix based model. - Hongfei Xiao; Gaofeng Meng; LingFeng Wang 002; Shiming Xiang; Chunhong Pan (ICIP, 2014)

Facade Labeling via Explicit Matrix Factorization. - Hongfei Xiao; LingFeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ICISP, 2014)

Local Label Probability Propagation for Hyperspectral Image Classification. - Haichang Li; Jiangyong Duan; Shiming Xiang; LingFeng Wang 002; Chunhong Pan (ICPR, 2014)

Cross Modal Deep Model and Gaussian Process Based Model for MSR-Bing Challenge. - Jian Wang 068; Cuicui Kang; Yonghao He; Shiming Xiang; Chunhong Pan (ACM Multimedia, 2014)

Cross-Modal Similarity Learning : A Low Rank Bilinear Formulation. - Cuicui Kang; Shengcai Liao; Yonghao He; Jian Wang 068; Shiming Xiang; Chunhong Pan (CoRR, 2014)

Data guided Sparse Method for Hyperspectral Unmixing. - Feiyun Zhu; Ying Wang 008; Gaofeng Meng; Bin Fan 001; Shiming Xiang; Chunhong Pan (CoRR, 2014)

Structured Sparse Method for Hyperspectral Unmixing. - Feiyun Zhu; Ying Wang 008; Shiming Xiang; Bin Fan 001; Chunhong Pan (CoRR, 2014)

Multifocus image fusion via focus segmentation and region reconstruction. - Jiangyong Duan; Gaofeng Meng; Shiming Xiang; Chunhong Pan (Neurocomputing, 2014)

Kernel sparse representation with pixel-level and region-level local feature kernels for face recognition. - Cuicui Kang; Shengcai Liao; Shiming Xiang; Chunhong Pan (Neurocomputing, 2014)

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks. - Xueyun Chen; Shiming Xiang; Cheng-Lin Liu; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2014)

Spectral Unmixing via Data-Guided Sparsity. - Feiyun Zhu; Ying Wang 008; Bin Fan 001; Shiming Xiang; Gaofeng Meng; Chunhong Pan (IEEE Trans. Image Process., 2014)

10, 000+ Times Accelerated Robust Subset Selection. - Feiyun Zhu; Bin Fan 001; Xinliang Zhu; Ying Wang 008; Shiming Xiang; Chunhong Pan (AAAI, 2015)

Cross-Modal Similarity Learning: A Low Rank Bilinear Formulation. - Cuicui Kang; Shengcai Liao; Yonghao He; Jian Wang 068; Wenjia Niu; Shiming Xiang; Chunhong Pan (CIKM, 2015)

Extraction of Virtual Baselines from Distorted Document Images Using Curvilinear Projection. - Gaofeng Meng; Zuming Huang; Yonghong Song; Shiming Xiang; Chunhong Pan (ICCV, 2015)

Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing. - Feihu Zhang; Longquan Dai; Shiming Xiang; Xiaopeng Zhang 001 (ICCV, 2015)

Super-resolution reconstruction using graph Laplacian penalization. - Jun Bai; Limin Shi; Bangyu Li; Shiming Xiang; Chunhong Pan (ICIP, 2015)

Fine-structured object segmentation via local and nonlocal neighborhood propagation. - Yongchao Gong; Shiming Xiang; Lingfeng Wang 002; Chunhong Pan (ICIP, 2015)

Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning. - Yonghao He; Jian Wang 068; Cuicui Kang; Shiming Xiang; Chunhong Pan (ICMR, 2015)

Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning. - Jian Wang 068; Yonghao He; Cuicui Kang; Shiming Xiang; Chunhong Pan (ICMR, 2015)

Accurate Urban Road Centerline Extraction from VHR Imagery via Multiscale Segmentation and Tensor Voting. - Guangliang Cheng; Feiyun Zhu; Shiming Xiang; Chunhong Pan (CoRR, 2015)

Image Deblurring with Coupled Dictionary Learning. - Shiming Xiang; Gaofeng Meng; Ying Wang 008; Chunhong Pan; Changshui Zhang (Int. J. Comput. Vis., 2015)

Image tag-ranking via pairwise supervision based semi-supervised model. - Yonghao He; Cuicui Kang; Jian Wang 068; Shiming Xiang; Chunhong Pan (Neurocomputing, 2015)

Aircraft Detection by Deep Convolutional Neural Networks. - Xueyun Chen; Shiming Xiang; Cheng-Lin Liu; Chunhong Pan (IPSJ Trans. Comput. Vis. Appl., 2015)

Multicluster Spatial-Spectral Unsupervised Feature Selection for Hyperspectral Image Classification. - Haichang Li; Shiming Xiang; Zisha Zhong; Kun Ding; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2015)

Discriminant Tensor Spectral-Spatial Feature Extraction for Hyperspectral Image Classification. - Zisha Zhong; Bin Fan 001; Jiangyong Duan; LingFeng Wang 002; Kun Ding; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2015)

Semisupervised Pair-Wise Band Selection for Hyperspectral Images. - Jun Bai; Shiming Xiang; Limin Shi; Chunhong Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Robust Hyperspectral Unmixing With Correntropy-Based Metric. - Ying Wang 008; Chunhong Pan; Shiming Xiang; Feiyun Zhu (IEEE Trans. Image Process., 2015)

Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval. - Cuicui Kang; Shiming Xiang; Shengcai Liao; Changsheng Xu; Chunhong Pan (IEEE Trans. Multim., 2015)

Retargeted Least Squares Regression Algorithm. - Xu-Yao Zhang; LingFeng Wang 002; Shiming Xiang; Cheng-Lin Liu 001 (IEEE Trans. Neural Networks Learn. Syst., 2015)

Do We Need Binary Features for 3D Reconstruction? - Bin Fan 001; Qingqun Kong; Wei Sui; Zhiheng Wang 001; Xinchao Wang; Shiming Xiang; Chunhong Pan; Pascal Fua (CVPR Workshops, 2016)

Data-guided random walks for fine-structured object segmentation. - Yongchao Gong; Shiming Xiang; Chunhong Pan (ICASSP, 2016)

Fine-structured object segmentation via edge-guided graph cut with interaction simplification. - Yongchao Gong; Shiming Xiang; Lingfeng Wang 002; Chunhong Pan (ICASSP, 2016)

Efficient sea-land segmentation using seeds learning and edge directed graph cut. - Dongcai Cheng; Gaofeng Meng; Shiming Xiang; Chunhong Pan (Neurocomputing, 2016)

Accurate urban road centerline extraction from VHR imagery via multiscale segmentation and tensor voting. - Guangliang Cheng; Feiyun Zhu; Shiming Xiang; Ying Wang 008; Chunhong Pan (Neurocomputing, 2016)

Road Centerline Extraction via Semisupervised Segmentation and Multidirection Nonmaximum Suppression. - Guangliang Cheng; Feiyun Zhu; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2016)

Fine-structured object segmentation via neighborhood propagation. - Yongchao Gong; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2016)

Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression. - Guangliang Cheng; Feiyun Zhu; Shiming Xiang; Ying Wang 008; Chunhong Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Efficient Multiple Feature Fusion With Hashing for Hyperspectral Imagery Classification: A Comparative Study. - Zisha Zhong; Bin Fan 001; Kun Ding; Haichang Li; Shiming Xiang; Chunhong Pan (IEEE Trans. Geosci. Remote. Sens., 2016)

Cross-Modal Retrieval via Deep and Bidirectional Representation Learning. - Yonghao He; Shiming Xiang; Cuicui Kang; Jian Wang 068; Chunhong Pan (IEEE Trans. Multim., 2016)

AMVH: Asymmetric Multi-Valued hashing. - Cheng Da; Shibiao Xu; Kun Ding; Gaofeng Meng; Shiming Xiang; Chunhong Pan (CVPR, 2017)

3D Point Cloud Classification Based on Discrete Conditional Random Field. - Xinying Liu; Hongjun Li 002; Weiliang Meng; Shiming Xiang; Xiaopeng Zhang 001 (Edutainment, 2017)

Deep Adaptive Image Clustering. - Jianlong Chang; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ICCV, 2017)

Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction. - Gaofeng Meng; Kun Yuan 003; Ying Wu 001; Shiming Xiang; Chunhong Pan (ICDAR, 2017)

Efficient similarity learning for asymmetric hashing. - Cheng Da; Yang Yang 062; Kun Ding; Chunlei Huo; Shiming Xiang; Chunhong Pan (ICIP, 2017)

Context-aware cascade network for semantic labeling in VHR image. - Yongcheng Liu; Bin Fan 001; Lingfeng Wang 002; Jun Bai; Shiming Xiang; Chunhong Pan (ICIP, 2017)

Cascaded temporal spatial features for video action recognition. - Tingzhao Yu; Huxiang Gu; Lingfeng Wang 002; Shiming Xiang; Chunhong Pan (ICIP, 2017)

Efficient cloud detection in remote sensing images using edge-aware segmentation network and easy-to-hard training strategy. - Kun Yuan 003; Gaofeng Meng; Dongcai Cheng; Jun Bai; Shiming Xiang; Chunhong Pan (ICIP, 2017)

Structured binary feature extraction for hyperspectral imagery classification. - Zisha Zhong; Bin Fan 001; Jun Bai; Shiming Xiang; Chunhong Pan (ICIP, 2017)

VGLS: A virtual geophysical laboratory system based on C# and viustools and its application for geophysical education. - Shiming Xiang; Lei Chuang Wang (Comput. Appl. Eng. Educ., 2017)

Active Rectification of Curved Document Images Using Structured Beams. - Gaofeng Meng; Shiming Xiang; Chunhong Pan; Nanning Zheng 001 (Int. J. Comput. Vis., 2017)

Building Regional Covariance Descriptors for Vehicle Detection. - Xueyun Chen; Ren-Xi Gong; Ling-Ling Xie; Shiming Xiang; Cheng-Lin Liu 001; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2017)

Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images. - Hongzhen Wang; Ying Wang 008; Qian Zhang 009; Shiming Xiang; Chunhong Pan (Remote. Sens., 2017)

FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images. - Dongcai Cheng; Gaofeng Meng; Shiming Xiang; Chunhong Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery. - Guoli Wang 004; Bin Fan 001; Shiming Xiang; Chunhong Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network. - Guangliang Cheng; Ying Wang 008; Shibiao Xu; Hongzhen Wang; Shiming Xiang; Chunhong Pan (IEEE Trans. Geosci. Remote. Sens., 2017)

Cross-Modal Hashing via Rank-Order Preserving. - Kun Ding; Bin Fan 001; Chunlei Huo; Shiming Xiang; Chunhong Pan (IEEE Trans. Multim., 2017)

Exploiting Vector Fields for Geometric Rectification of Distorted Document Images. - Gaofeng Meng; Yuanqi Su; Ying Wu 001; Shiming Xiang; Chunhong Pan (ECCV (16), 2018)

Mgn: Multi-Glimpse Network for Action Recognition. - Chaoxu Guo; Tingzhao Yu; Huxiang Gu; Shiming Xiang; Chunhong Pan (ICASSP, 2018)

Adversarial Domain Adaptation with a Domain Similarity Discriminator for Semantic Segmentation of Urban Areas. - Liang Yan; Bin Fan 001; Shiming Xiang; Chunhong Pan (ICIP, 2018)

Semantic Image Synthesis via Conditional Cycle-Generative Adversarial Networks. - Xiyan Liu; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ICPR, 2018)

Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting. - Qi Zhang; Qizhao Jin; Jianlong Chang; Shiming Xiang; Chunhong Pan (ICPR, 2018)

SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification. - Kun Yuan 003; Qian Zhang 009; Chang Huang; Shiming Xiang; Chunhong Pan (IJCAI, 2018)

Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection. - Yongcheng Liu; Lu Sheng; Jing Shao; Junjie Yan; Shiming Xiang; Chunhong Pan (ACM Multimedia, 2018)

Structure-Aware Convolutional Neural Networks. - Jianlong Chang; Jie Gu 002; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (NeurIPS, 2018)

Semantic Labeling in Very High Resolution Images via a Self-Cascaded Convolutional Neural Network. - Yongcheng Liu; Bin Fan 001; Lingfeng Wang 002; Jun Bai; Shiming Xiang; Chunhong Pan (CoRR, 2018)

Joint Neural Architecture Search and Quantization. - Yukang Chen; Gaofeng Meng; Qian Zhang 009; Xinbang Zhang; Liangchen Song; Shiming Xiang; Chunhong Pan (CoRR, 2018)

Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems. - Jianlong Chang; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (IEEE Intell. Transp. Syst. Mag., 2018)

Deep unsupervised learning with consistent inference of latent representations. - Jianlong Chang; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2018)

Joint spatial-temporal attention for action recognition. - Tingzhao Yu; Chaoxu Guo; Lingfeng Wang 002; Huxiang Gu; Shiming Xiang; Chunhong Pan (Pattern Recognit. Lett., 2018)

Deep generative video prediction. - Tingzhao Yu; Lingfeng Wang 002; Huxiang Gu; Shiming Xiang; Chunhong Pan (Pattern Recognit. Lett., 2018)

Self-Paced AutoEncoder. - Tingzhao Yu; Chaoxu Guo; Lingfeng Wang 002; Shiming Xiang; Chunhong Pan (IEEE Signal Process. Lett., 2018)

Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors. - Shibiao Xu; Xingjia Pan; Er Li; Baoyuan Wu; Shuhui Bu; Weiming Dong; Shiming Xiang; Xiaopeng Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling. - Jie Gu 002; Gaofeng Meng; Judith A. Redi; Shiming Xiang; Chunhong Pan (IEEE Trans. Multim., 2018)

In Defense of Locality-Sensitive Hashing. - Kun Ding; Chunlei Huo; Bin Fan 001; Shiming Xiang; Chunhong Pan (IEEE Trans. Neural Networks Learn. Syst., 2018)

No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking. - Jie Gu 002; Gaofeng Meng; Cheng Da; Shiming Xiang; Chunhong Pan (AAAI, 2019)

Video Object Detection with Locally-Weighted Deformable Neighbors. - Zhengkai Jiang 001; Peng Gao 007; Chaoxu Guo; Qian Zhang 009; Shiming Xiang; Chunhong Pan (AAAI, 2019)

What and Where the Themes Dominate in Image. - Xinyu Xiao; Lingfeng Wang 002; Shiming Xiang; Chunhong Pan (AAAI, 2019)

RENAS: Reinforced Evolutionary Neural Architecture Search. - Yukang Chen; Gaofeng Meng; Qian Zhang 009; Shiming Xiang; Chang Huang; Lisen Mu; Xinggang Wang (CVPR, 2019)

Relation-Shape Convolutional Neural Network for Point Cloud Analysis. - Yongcheng Liu; Bin Fan 001; Shiming Xiang; Chunhong Pan (CVPR, 2019)

Guiding the Flowing of Semantics: Interpretable Video Captioning via POS Tag. - Xinyu Xiao; Lingfeng Wang 002; Bin Fan 001; Shiming Xiang; Chunhong Pan (EMNLP/IJCNLP (1), 2019)

Progressive Sparse Local Attention for Video Object Detection. - Chaoxu Guo; Bin Fan 001; Jie Gu 002; Qian Zhang 009; Shiming Xiang; Véronique Prinet; Chunhong Pan (ICCV, 2019)

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing. - Yongcheng Liu; Bin Fan 001; Gaofeng Meng; Jiwen Lu; Shiming Xiang; Chunhong Pan (ICCV, 2019)

GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction. - Shen Fang; Qi Zhang; Gaofeng Meng; Shiming Xiang; Chunhong Pan (IJCAI, 2019)

DATA: Differentiable ArchiTecture Approximation. - Jianlong Chang; Xinbang Zhang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Chunhong Pan (NeurIPS, 2019)

Incremental Poisson Surface Reconstruction for Large Scale Three-Dimensional Modeling. - Qiang Yu; Wei Sui; Ying Wang 008; Shiming Xiang; Chunhong Pan (PRCV (3), 2019)

Deep Discriminative Clustering Analysis. - Jianlong Chang; Yiwen Guo; Lingfeng Wang 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (CoRR, 2019)

Differentiable Architecture Search with Ensemble Gumbel-Softmax. - Jianlong Chang; Xinbang Zhang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Chunhong Pan (CoRR, 2019)

FontGAN: A Unified Generative Framework for Chinese Character Stylization and De-stylization. - Xiyan Liu; Gaofeng Meng; Shiming Xiang; Chunhong Pan (CoRR, 2019)

Learning Motion Priors for Efficient Video Object Detection. - Zhengkai Jiang 001; Yu Liu 015; Ceyuan Yang; Jihao Liu; Qian Zhang 009; Shiming Xiang; Chunhong Pan (CoRR, 2019)

Precipitation Forecasting via Multi-Scale Deconstructed ConvLSTM. - Xinyu Xiao; Qiuming Kuang; Shiming Xiang; Junnan Hu; Chunhong Pan (CoRR, 2019)

Parameter optimization criteria guided 3D point cloud classification. - Hongjun Li 002; Weiliang Meng; Xinying Liu; Shiming Xiang; Xiaopeng Zhang 001 (Multim. Tools Appl., 2019)

Nonlinear Asymmetric Multi-Valued Hashing. - Cheng Da; Gaofeng Meng; Shiming Xiang; Kun Ding; Shibiao Xu; Qing Yang 002; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Blind image quality assessment via learnable attention-based pooling. - Jie Gu 002; Gaofeng Meng; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2019)

Dense semantic embedding network for image captioning. - Xinyu Xiao; Lingfeng Wang 002; Kun Ding; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2019)

Pseudo low rank video representation. - Tingzhao Yu; Lingfeng Wang 002; Chaoxu Guo; Huxiang Gu; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2019)

Learning graph structure via graph convolutional networks. - Qi Zhang; Jianlong Chang; Gaofeng Meng; Shibiao Xu; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2019)

Learnable Gated Convolutional Neural Network for Semantic Segmentation in Remote-Sensing Images. - Shichen Guo; Qizhao Jin; Hongzhen Wang; Xuezhi Wang 004; Yangang Wang; Shiming Xiang (Remote. Sens., 2019)

A Performance Evaluation of Local Features for Image-Based 3D Reconstruction. - Bin Fan 001; Qingqun Kong; Xinchao Wang; Zhiheng Wang 001; Shiming Xiang; Chunhong Pan; Pascal Fua (IEEE Trans. Image Process., 2019)

Deep Hierarchical Encoder-Decoder Network for Image Captioning. - Xinyu Xiao; Lingfeng Wang 002; Kun Ding; Shiming Xiang; Chunhong Pan (IEEE Trans. Multim., 2019)

Weakly Semantic Guided Action Recognition. - Tingzhao Yu; Lingfeng Wang 002; Cheng Da; Huxiang Gu; Shiming Xiang; Chunhong Pan (IEEE Trans. Multim., 2019)

Spatio-Temporal Graph Structure Learning for Traffic Forecasting. - Qi Zhang; Jianlong Chang; Gaofeng Meng; Shiming Xiang; Chunhong Pan (AAAI, 2020)

AugFPN: Improving Multi-Scale Feature Learning for Object Detection. - Chaoxu Guo; Bin Fan 001; Qian Zhang 009; Shiming Xiang; Chunhong Pan (CVPR, 2020)

Decoupled Representation Learning for Skeleton-Based Gesture Recognition. - Jianbo Liu; Yongcheng Liu; Ying Wang 008; Véronique Prinet; Shiming Xiang; Chunhong Pan (CVPR, 2020)

PackDet: Packed Long-Head Object Detector. - Kun Ding; Guojin He; Huxiang Gu; Zisha Zhong; Shiming Xiang; Chunhong Pan (ECCV (13), 2020)

Learning Where to Focus for Efficient Video Object Detection. - Zhengkai Jiang 001; Yu Liu 015; Ceyuan Yang; Jihao Liu; Peng Gao 007; Qian Zhang 009; Shiming Xiang; Chunhong Pan (ECCV (16), 2020)

Forground-Guided Vehicle Perception Framework. - Kun Tian; Tong Zhou; Shiming Xiang; Chunhong Pan (ICPR, 2020)

Deep Space Probing for Point Cloud Analysis. - Yirong Yang; Bin Fan 001; Yongcheng Liu; Hua Lin; Jiyong Zhang; Xin Liu 027; Xinyu Cai; Shiming Xiang; Chunhong Pan (ICPR, 2020)

Stitcher: Feedback-driven Data Provider for Object Detection. - Yukang Chen; Peizhen Zhang; Zeming Li; Yanwei Li; Xiangyu Zhang 005; Gaofeng Meng; Shiming Xiang; Jian Sun 001; Jiaya Jia (CoRR, 2020)

CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction. - Guorui Zhou; Weijie Bian; Kailun Wu; Lejian Ren; Qi Pi; Yujing Zhang; Can Xiao; Xiang-Rong Sheng; Na Mou; Xinchen Luo; Chi Zhang; Xianjie Qiao; et al. (CoRR, 2020)

Detecting Maneuvering Target Accurately Based on a Two-Phase Approach From Remote Sensing Imagery. - Xueyun Chen; Jingyu Lin; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2020)

Deep Self-Evolution Clustering. - Jianlong Chang; Gaofeng Meng; Lingfeng Wang 002; Shiming Xiang; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Local-Aggregation Graph Networks. - Jianlong Chang; Lingfeng Wang 002; Gaofeng Meng; Qi Zhang; Shiming Xiang; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Baselines Extraction from Curved Document Images via Slope Fields Recovery. - Gaofeng Meng; Chunhong Pan; Shiming Xiang; Ying Wu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Geometric rectification of document images using adversarial gated unwarping network. - Xiyan Liu; Gaofeng Meng; Bin Fan 001; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2020)

3D PostureNet: A unified framework for skeleton-based posture recognition. - Jianbo Liu; Ying Wang 008; Yongcheng Liu; Shiming Xiang; Chunhong Pan (Pattern Recognit. Lett., 2020)

Kernel-Based Edge-Preserving Methods for Abrupt Change Detection. - Shiming Xiang; Bo Tang 011 (IEEE Signal Process. Lett., 2020)

Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images. - Liang Yan; Bin Fan 001; Hongmin Liu 001; Chunlei Huo; Shiming Xiang; Chunhong Pan (IEEE Trans. Geosci. Remote. Sens., 2020)

NASformer: Neural Architecture Search for Vision Transformer. - Bolin Ni; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ACPR (1), 2021)

Ltaf-Net: Learning Task-Aware Adaptive Features and Refining Mask for Few-Shot Semantic Segmentation. - Binjie Mao; Lingfeng Wang 002; Shiming Xiang; Chunhong Pan (ICASSP, 2021)

Reinforcement Stacked Learning with Semantic-Associated Attention for Visual Question Answering. - Xinyu Xiao; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (ICASSP, 2021)

Knowledge Mining and Transferring for Domain Adaptive Object Detection. - Kun Tian; Chenghao Zhang; Ying Wang 008; Shiming Xiang; Chunhong Pan (ICCV, 2021)

Dual Stream Fusion Network for Multi-spectral High Resolution Remote Sensing Image Segmentation. - Yong Cao; Yiwen Shi; Yiwei Liu; Chunlei Huo; Shiming Xiang; Chunhong Pan (PRCV (2), 2021)

Relational Attention with Textual Enhanced Transformer for Image Captioning. - Lifei Song; Yiwen Shi; Xinyu Xiao; Chunxia Zhang 001; Shiming Xiang (PRCV (3), 2021)

3D-SceneCaptioner: Visual Scene Captioning Network for Three-Dimensional Point Clouds. - Qiang Yu; Xianbing Pan; Shiming Xiang; Chunhong Pan (PRCV (2), 2021)

Few-Shot Learning via Feature Hallucination with Variational Inference. - Qinxuan Luo; Lingfeng Wang 002; Jingguo Lv; Shiming Xiang; Chunhong Pan (WACV, 2021)

Alleviating Mode Collapse in GAN via Diversity Penalty Module. - Sen Pei; Richard Yi Da Xu; Shiming Xiang; Gaofeng Meng (CoRR, 2021)

DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling. - Xinbang Zhang; Jianlong Chang; Yiwen Guo; Gaofeng Meng; Shiming Xiang; Zhouchen Lin; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization. - Xinbang Zhang; Zehao Huang; Naiyan Wang; Shiming Xiang; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction. - Shen Fang; Xianbing Pan; Shiming Xiang; Chunhong Pan (IEEE Signal Process. Lett., 2021)

Handwritten Text Generation via Disentangled Representations. - Xiyan Liu; Gaofeng Meng; Shiming Xiang; Chunhong Pan (IEEE Signal Process. Lett., 2021)

CSLM: Convertible Short-Term and Long-Term Memory in Differential Neural Computers. - Shiming Xiang; Bo Tang 011 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation. - Binjie Mao; Xinbang Zhang; Lingfeng Wang 002; Qian Zhang 009; Shiming Xiang; Chunhong Pan (AAAI, 2022)

Discriminative Graph Representation Learning with Distributed Sampling. - Jinyong Wen; Yuhu Wang; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (BIBM, 2022)

AME: Attention and Memory Enhancement in Hyper-Parameter Optimization. - Nuo Xu; Jianlong Chang; Xing Nie; Chunlei Huo; Shiming Xiang; Chunhong Pan (CVPR, 2022)

Expanding Language-Image Pretrained Models for General Video Recognition. - Bolin Ni; Houwen Peng; Minghao Chen; Songyang Zhang; Gaofeng Meng; Jianlong Fu; Shiming Xiang; Haibin Ling (ECCV (4), 2022)

Spatiotemporal Contextual Consistency Network for Precipitation Nowcasting. - Xinyu Xiao; Qizhao Jin; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ICDM, 2022)

Components Regulated Generation of Handwritten Chinese Text-lines in Arbitrary Length. - Shuo Li; Xiyan Liu; Gaofeng Meng; Shiming Xiang; Chunhong Pan (ICPR, 2022)

AutoMF: Spatio-temporal Architecture Search for The Meteorological Forecasting Task. - Xinbang Zhang; Qizhao Jin; Shiming Xiang; Chunhong Pan (ICPR, 2022)

Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction. - Kailun Wu; Weijie Bian; Zhangming Chan; Lejian Ren; Shiming Xiang; Shuguang Han; Hongbo Deng; Bo Zheng 007 (KDD, 2022)

CAN: Feature Co-Action Network for Click-Through Rate Prediction. - Weijie Bian; Kailun Wu; Lejian Ren; Qi Pi; Yujing Zhang; Can Xiao; Xiang-Rong Sheng; Yong-Nan Zhu; Zhangming Chan; Na Mou; Xinchen Luo; Shiming Xiang; et al. (WSDM, 2022)

Domain Decorrelation with Potential Energy Ranking. - Sen Pei; Jiaxi Sun; Shiming Xiang; Gaofeng Meng (CoRR, 2022)

Pro-tuning: Unified Prompt Tuning for Vision Tasks. - Xing Nie; Bolin Ni; Jianlong Chang; Gaomeng Meng; Chunlei Huo; Zhaoxiang Zhang 001; Shiming Xiang; Qi Tian 001; Chunhong Pan (CoRR, 2022)

Prompt Tuning with Soft Context Sharing for Vision-Language Models. - Kun Ding; Ying Wang 008; Pengzhang Liu; Qiang Yu; Haojian Zhang; Shiming Xiang; Chunhong Pan (CoRR, 2022)

Urban scene based Semantical Modulation for Pedestrian Detection. - Hangzhi Jiang; Shengcai Liao; Jinpeng Li 004; Véronique Prinet; Shiming Xiang (Neurocomputing, 2022)

Task-aware adaptive attention learning for few-shot semantic segmentation. - Binjie Mao; Lingfeng Wang 002; Shiming Xiang; Chunhong Pan (Neurocomputing, 2022)

TVGCN: Time-variant graph convolutional network for traffic forecasting. - Yuhu Wang; Shen Fang; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (Neurocomputing, 2022)

Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction. - Xue Ye; Shen Fang; Fang Sun; Chunxia Zhang 001; Shiming Xiang (Neurocomputing, 2022)

Learning adversarial point-wise domain alignment for stereo matching. - Chenghao Zhang; Gaofeng Meng; Richard Yi Da Xu; Shiming Xiang; Chunhong Pan (Neurocomputing, 2022)

Monocular contextual constraint for stereo matching with adaptive weights assignment. - Chenghao Zhang; Gaofeng Meng; Bing Su; Shiming Xiang; Chunhong Pan (Image Vis. Comput., 2022)

HENet: Head-Level Ensemble Network for Very High Resolution Remote Sensing Images Semantic Segmentation. - Yong Cao; Chunlei Huo; Nuo Xu; Xin Zhang 093; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2022)

Train in Dense and Test in Sparse: A Method for Sparse Object Detection in Aerial Images. - Kun Ding; Guojin He; Huxiang Gu; Zisha Zhong; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2022)

CMT: Cross Mean Teacher Unsupervised Domain Adaptation for VHR Image Semantic Segmentation. - Liang Yan; Bin Fan 001; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2022)

MFNet: The Spatio-Temporal Network for Meteorological Forecasting With Architecture Search. - Xinbang Zhang; Qizhao Jin; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2022)

Subgraph-aware graph structure revision for spatial-temporal graph modeling. - Yuhu Wang; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (Neural Networks, 2022)

Scene captioning with deep fusion of images and point clouds. - Qiang Yu; Chunxia Zhang 001; Lubin Weng; Shiming Xiang; Chunhong Pan (Pattern Recognit. Lett., 2022)

MS-Net: Multi-Source Spatio-Temporal Network for Traffic Flow Prediction. - Shen Fang; Véronique Prinet; Jianlong Chang; Michael Werman; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (IEEE Trans. Intell. Transp. Syst., 2022)

Decoupled Representation Learning for Character Glyph Synthesis. - Xiyan Liu; Gaofeng Meng; Jianlong Chang; Ruiguang Hu; Shiming Xiang; Chunhong Pan (IEEE Trans. Multim., 2022)

Domain Decorrelation with Potential Energy Ranking. - Sen Pei; Jiaxi Sun; Richard Yi Da Xu; Shiming Xiang; Gaofeng Meng (AAAI, 2023)

Robust Feature Rectification of Pretrained Vision Models for Object Recognition. - Shengchao Zhou; Gaofeng Meng; Zhaoxiang Zhang 001; Richard Yi Da Xu; Shiming Xiang (AAAI, 2023)

Bilateral Memory Consolidation for Continual Learning. - Xing Nie; Shixiong Xu; Xiyan Liu; Gaofeng Meng; Chunlei Huo; Shiming Xiang (CVPR, 2023)

Continual Semantic Segmentation via Scalable Contrastive Clustering and Background Diversity. - Qi Yang 015; Xing Nie; Linsu Shi; Jiazhong Yu; Fei Li; Shiming Xiang (ICDM, 2023)

Improving the Homophily of Heterophilic Graphs for Semi-Supervised Node Classification. - Yuhu Wang; Shiming Xiang; Chunhong Pan (ICME, 2023)

Graph Information Interaction on Feature and Structure via Cross-modal Contrastive Learning. - Jinyong Wen; Yuhu Wang; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (ICME, 2023)

Exploring Universal Principles for Graph Contrastive Learning: A Statistical Perspective. - Jinyong Wen; Shiming Xiang; Chunhong Pan (ACM Multimedia, 2023)

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review. - Guangliang Cheng; Yunmeng Huang; Xiangtai Li; Shuchang Lyu; Zhaoyang Xu; Qi Zhao 001; Shiming Xiang (CoRR, 2023)

PAD: Self-Supervised Pre-Training with Patchwise-Scale Adapter for Infrared Images. - Tao Zhang; Kun Ding; Jinyong Wen; Yu Xiong; Zeyu Zhang; Shiming Xiang; Chunhong Pan (CoRR, 2023)

TREPH: A Plug-In Topological Layer for Graph Neural Networks. - Xue Ye; Fang Sun; Shiming Xiang (Entropy, 2023)

AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction. - Shen Fang; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (IEEE Trans. Intell. Transp. Syst., 2023)

Domain adaptive object detection with model-agnostic knowledge transferring. - Kun Tian; Chenghao Zhang; Ying Wang 106; Shiming Xiang (Neural Networks, 2023)

Combining Discrete and Continuous Representation: Scale-Arbitrary Super-Resolution for Satellite Images. - Tai An; Chunlei Huo; Shiming Xiang; Chunhong Pan (Remote. Sens., 2023)

Dynamic High-Resolution Network for Semantic Segmentation in Remote-Sensing Images. - Shichen Guo; Qi Yang 015; Shiming Xiang; Pengfei Wang 008; Xuezhi Wang 004 (Remote. Sens., 2023)

Patch loss: A generic multi-scale perceptual loss for single image super-resolution. - Tai An; Binjie Mao; Bin Xue; Chunlei Huo; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2023)

Multi-level consistency regularization for domain adaptive object detection. - Kun Tian; Chenghao Zhang; Ying Wang 106; Shiming Xiang (Neural Comput. Appl., 2023)

Graph convolutional network with tree-guided anisotropic message passing. - Ruixiang Wang; Yuhu Wang; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (Neural Networks, 2023)

Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning. - Kun Ding; Haojian Zhang; Qiang Yu; Ying Wang 008; Shiming Xiang; Chunhong Pan (AAAI, 2024)

Defying Imbalanced Forgetting in Class Incremental Learning. - Shixiong Xu; Gaofeng Meng; Xing Nie; Bolin Ni; Bin Fan 001; Shiming Xiang (AAAI, 2024)

Enhancing Visual Continual Learning with Language-Guided Supervision. - Bolin Ni; Hongbo Zhao 006; Chenghao Zhang; Ke Hu; Gaofeng Meng; Zhaoxiang Zhang 001; Shiming Xiang (CVPR, 2024)

Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation. - Qi Yang 015; Xing Nie; Tong Li; Pengfei Gao; Ying Guo 008; Cheng Zhen; Pengfei Yan; Shiming Xiang (CVPR, 2024)

AddressCLIP: Empowering Vision-Language Models for City-Wide Image Address Localization. - Shixiong Xu; Chenghao Zhang; Lubin Fan; Gaofeng Meng; Shiming Xiang; Jieping Ye (ECCV (28), 2024)

An Efficient Graph Autoencoder with Lightweight Desmoothing Decoder and Long-Range Modeling. - Jinyong Wen; Tao Zhang; Chunxia Zhang 001; Shiming Xiang; Chunhong Pan (ICDM, 2024)

Dual Critic Reinforcement Learning under Partial Observability. - Jinqiu Li; Enmin Zhao; Tong Wei; Junliang Xing; Shiming Xiang (NeurIPS, 2024)

AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual Segmentation. - Zili Wang 005; Qi Yang 015; Linsu Shi; Jiazhong Yu; Qinghua Liang; Fei Li; Shiming Xiang (CoRR, 2024)

Draw an Audio: Leveraging Multi-Instruction for Video-to-Audio Synthesis. - Qi Yang 015; Binjie Mao; Zili Wang 005; Xing Nie; Pengfei Gao; Ying Guo 008; Cheng Zhen; Pengfei Yan; Shiming Xiang (CoRR, 2024)

Calibrated Cache Model for Few-Shot Vision-Language Model Adaptation. - Kun Ding; Qiang Yu; Haojian Zhang; Gaofeng Meng; Shiming Xiang (CoRR, 2024)

A Survey of Low-shot Vision-Language Model Adaptation via Representer Theorem. - Kun Ding; Ying Wang 008; Gaofeng Meng; Shiming Xiang (CoRR, 2024)

Continuous Speculative Decoding for Autoregressive Image Generation. - Zili Wang 005; Robert Zhang; Kun Ding; Qi Yang 015; Fei Li; Shiming Xiang (CoRR, 2024)

Rethinking Comprehensive Benchmark for Chart Understanding: A Perspective from Scientific Literature. - Lingdong Shen; Qigqi; Kun Ding; Gaofeng Meng; Shiming Xiang (CoRR, 2024)

Compositional Kronecker Context Optimization for vision-language models. - Kun Ding; Xiaohui Li; Qiang Yu; Ying Wang 008; Haojian Zhang; Shiming Xiang (Neurocomputing, 2024)

Multi-task prompt tuning with soft context sharing for vision-language models. - Kun Ding; Ying Wang 008; Pengzhang Liu; Qiang Yu; Haojian Zhang; Shiming Xiang; Chunhong Pan (Neurocomputing, 2024)

PreSTNet: Pre-trained Spatio-Temporal Network for traffic forecasting. - Shen Fang; Wei Ji; Shiming Xiang; Wei Hua 002 (Inf. Fusion, 2024)

Image captioning: Semantic selection unit with stacked residual attention. - Lifei Song; Fei Li; Ying Wang 008; Yu Liu; Yuanhua Wang; Shiming Xiang (Image Vis. Comput., 2024)

Efficient Remote Sensing Image Super-Resolution via Lightweight Diffusion Models. - Tai An; Bin Xue; Chunlei Huo; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2024)

Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers. - Qizhao Jin; Xinbang Zhang; Xinyu Xiao; Ying Wang 008; Shiming Xiang; Chunhong Pan (IEEE Geosci. Remote. Sens. Lett., 2024)

Graph Aggregating-Repelling Network: Do Not Trust All Neighbors in Heterophilic Graphs. - Yuhu Wang; Jinyong Wen; Chunxia Zhang 001; Shiming Xiang (Neural Networks, 2024)

GFFNet: Global Feature Fusion Network for Semantic Segmentation of Large-Scale Remote Sensing Images. - Yong Cao; Chunlei Huo; Shiming Xiang; Chunhong Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion. - Qizhao Jin; Xinbang Zhang; Xinyu Xiao; Ying Wang 008; Gaofeng Meng; Shiming Xiang; Chunhong Pan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Active Disparity Sampling for Stereo Matching With Adjoint Network. - Chenghao Zhang; Gaofeng Meng; Kun Tian; Bolin Ni; Shiming Xiang (IEEE Trans. Image Process., 2024)

Non-Maximum Suppression Guided Label Assignment for Object Detection in Crowd Scenes. - Hangzhi Jiang; Xin Zhang 093; Shiming Xiang (IEEE Trans. Multim., 2024)

Few-shot video object segmentation with prototype evolution. - Binjie Mao; Xiyan Liu; Linsu Shi; Jiazhong Yu; Fei Li; Shiming Xiang (Neural Comput. Appl., 2024)

On the Equivalence of Linear Discriminant Analysis and Least Squares Regression. - Feiping Nie 001; Hong Chen 015; Shiming Xiang; Changshui Zhang; Shuicheng Yan; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Pro-Tuning: Unified Prompt Tuning for Vision Tasks. - Xing Nie; Bolin Ni; Jianlong Chang; Gaofeng Meng; Chunlei Huo; Shiming Xiang; Qi Tian 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Change Detection Methods for Remote Sensing in the Last Decade: A Comprehensive Review. - Guangliang Cheng; Yunmeng Huang; Xiangtai Li; Shuchang Lyu; Zhaoyang Xu; Hongbo Zhao 001; Qi Zhao 001; Shiming Xiang (Remote. Sens., 2024)

A Low-Slow-Small UAV Detection Method Based on Fusion of Range-Doppler Map and Satellite Map. - Qinxuan Wang; Haoxuan Xu; Shengtai Lin; Jiawei Zhang; Wei Zhang; Shiming Xiang; Meiguo Gao (IEEE Trans. Aerosp. Electron. Syst., 2024)

Reusable Architecture Growth for Continual Stereo Matching. - Chenghao Zhang; Gaofeng Meng; Bin Fan 001; Kun Tian; Zhaoxiang Zhang 001; Shiming Xiang; Chunhong Pan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Siamese InternImage for Change Detection. - Jing Shen; Chunlei Huo; Shiming Xiang (Remote. Sens., 2024)

MoBoo: Memory-Boosted Vision Transformer for Class-Incremental Learning. - Bolin Ni; Xing Nie; Chenghao Zhang; Shixiong Xu; Xin Zhang 093; Gaofeng Meng; Shiming Xiang (IEEE Trans. Circuits Syst. Video Technol., 2024)

UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation. - Tao Zhang; Jinyong Wen; Zhen Chen; Kun Ding; Shiming Xiang; Chunhong Pan (ICLR, 2025)

HAN: An efficient hierarchical self-attention network for skeleton-based gesture recognition. - Jianbo Liu; Ying Wang 008; Shiming Xiang; Chunhong Pan (Pattern Recognit., 2025)

Transformer with token attention and attribute prediction for image captioning. - Lifei Song; Ying Wang 008; Linsu Shi; Jiazhong Yu; Fei Li; Shiming Xiang (Pattern Recognit. Lett., 2025)

Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation. - Lin Chen; Qi Yang; Kun Ding; Zhihao Li; Gang Shen; Fei Li; Qiyuan Cao; Shiming Xiang (CoRR, 2025)

Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization. - Tao Zhang; Cheng Da; Kun Ding; Kun Jin; Yan Li; Tingting Gao; Di Zhang; Shiming Xiang; Chunhong Pan (CoRR, 2025)

Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook. - Muyi Bao; Shuchang Lyu; Zhaoyang Xu; Huiyu Zhou 001; Jinchang Ren; Shiming Xiang; Xiangtai Li; Guangliang Cheng (CoRR, 2025)

Faster and Better LLMs via Latency-Aware Test-Time Scaling. - Zili Wang 005; Tianyu Zhang; Lei Zhu; Haoli Bai; Lu Hou; Shiming Xiang; Xianzhi Yu; Wulong Liu (CoRR, 2025)

Re-ranking Reasoning Context with Tree Search Makes Large Vision-Language Models Stronger. - Qi Yang; Chenghao Zhang; Lubin Fan; Kun Ding; Jieping Ye; Shiming Xiang (CoRR, 2025)

EvoVLMA: Evolutionary Vision-Language Model Adaptation. - Kun Ding; Ying Wang 008; Shiming Xiang (CoRR, 2025)

MeteorPred: A Meteorological Multimodal Large Model and Dataset for Severe Weather Event Prediction. - Shuo Tang; Jian Xu; Jiadong Zhang; Yi Chen; Qizhao Jin; Lingdong Shen; Chenglin Liu; Shiming Xiang (CoRR, 2025)

AddressVLM: Cross-view Alignment Tuning for Image Address Localization using Large Vision-Language Models. - Shixiong Xu; Chenghao Zhang; Lubin Fan; Yuan Zhou; Bin Fan 001; Shiming Xiang; Gaofeng Meng; Jieping Ye (CoRR, 2025)