Shiming Xiang

发表

Semi-supervised orthogonal discriminant analysis via label propagation

Feiping Nie, Shiming Xiang, Changshui Zhang, 2009, Pattern Recognit..

Trace Ratio Criterion for Feature Selection

Feiping Nie, Shiming Xiang, Shuicheng Yan, 2008, AAAI.

Deep Adaptive Image Clustering

Lingfeng Wang, Gaofeng Meng, Shiming Xiang, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Hybrid Recommendation Models for Binary User Preference Prediction Problem

Hang Li, Dong Wang, Shiming Xiang, 2012, KDD Cup.

Face Detection Based on Multi-Block LBP Representation

Shengcai Liao, Shiming Xiang, Stan Z. Li, 2007, ICB.

A unified framework for semi-supervised dimensionality reduction

Feiping Nie, Shiming Xiang, Changshui Zhang, 2008, Pattern Recognit..

Extracting the optimal dimensionality for local tensor discriminant analysis

Feiping Nie, Shiming Xiang, Changshui Zhang, 2009, Pattern Recognit..

Stitcher: Feedback-driven Data Provider for Object Detection pdf

Gaofeng Meng, Xiangyu Zhang, Jian Sun, 2020, ArXiv.

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression

Xuelong Li, Dong Xu, Feiping Nie, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Edge-Directed Single-Image Super-Resolution Via Adaptive Gradient Magnitude Self-Interpolation

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2013, IEEE Transactions on Circuits and Systems for Video Technology.

Task-Aware Adaptive Attention Learning for Few-Shot Semantic Segmentation

Shiming Xiang, Chunhong Pan, Lingfeng Wang, 2022, Neurocomputing.

Semi-Supervised Classification via Local Spline Regression

Feiping Nie, Shiming Xiang, Changshui Zhang, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Semantic Labeling in Very High Resolution Images via a Self-Cascaded Convolutional Neural Network pdf

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2017, ISPRS Journal of Photogrammetry and Remote Sensing.

Do We Need Binary Features for 3 D Reconstruction ?

P. Fua, Xinchao Wang, Shiming Xiang, 2018 .

A Neural Network-Based Method for Brain Abnormality Detection in MR Images Using Zernike Moments and Geometric Moments

Yangqiu Song, Changshui Zhang, Shiming Xiang, 2016 .

Graph-Based Local Kernel Regression for Image Editing

Shiming Xiang, Chunhong Pan, Ying Wang, 2012, 2012 Spring Congress on Engineering and Technology.

Learning from the Target: Dual Prototype Network for Few Shot Semantic Segmentation

Shiming Xiang, Chunhong Pan, Lingfeng Wang, 2022, AAAI.

Domain Decorrelation with Potential Energy Ranking

Shiming Xiang, Gaofeng Meng, Sen Pei, 2022, 2207.12194.

Subgraph-aware graph structure revision for spatial-temporal graph modeling.

Shiming Xiang, Chunhong Pan, Yuhu Wang, 2022, Neural networks : the official journal of the International Neural Network Society.

Prompt Tuning with Soft Context Sharing for Vision-Language Models

Hao Zhang, Shiming Xiang, Chunhong Pan, 2022, ArXiv.

Pro-tuning: Unified Prompt Tuning for Vision Tasks

Zhaoxiang Zhang, Shiming Xiang, Chunhong Pan, 2022, IEEE Transactions on Circuits and Systems for Video Technology.

AME: Attention and Memory Enhancement in Hyper-Parameter Optimization

Shiming Xiang, Chunhong Pan, Jianlong Chang, 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Expanding Language-Image Pretrained Models for General Video Recognition

Haibin Ling, Minghao Chen, Jianlong Fu, 2022, ECCV.

MFNet: The Spatio-Temporal Network for Meteorological Forecasting With Architecture Search

Shiming Xiang, Chunhong Pan, Xinbang Zhang, 2022, IEEE Geoscience and Remote Sensing Letters.

Decoupled Representation Learning for Character Glyph Synthesis

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2022, IEEE Transactions on Multimedia.

Domain Decorrelation with Potential Energy Ranking

Shiming Xiang, Gaofeng Meng, Sen Pei, 2022, AAAI.

AutoMF: Spatio-temporal Architecture Search for The Meteorological Forecasting Task

Shiming Xiang, Chunhong Pan, Xinbang Zhang, 2022, 2022 26th International Conference on Pattern Recognition (ICPR).

Multi-modal spatio-temporal meteorological forecasting with deep neural network

Shiming Xiang, Chunhong Pan, V. Prinet, 2022, ISPRS Journal of Photogrammetry and Remote Sensing.

Discriminative Graph Representation Learning with Distributed Sampling

Shiming Xiang, Chunhong Pan, Yuhu Wang, 2022, 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Neighborhood MinMax Projections

Feiping Nie, Shiming Xiang, Changshui Zhang, 2007, IJCAI.

Super-resolution reconstruction using graph Laplacian penalization

Shiming Xiang, Chunhong Pan, Jun Bai, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

A general kernelization framework for learning algorithms based on kernel PCA

Feiping Nie, Shiming Xiang, Changshui Zhang, 2010, Neurocomputing.

A label propagation method using spatial-spectral consistency for hyperspectral image classification

Ying Wang, Shiming Xiang, Chunhong Pan, 2016 .

Exemplar-Based Human Contour Tracking

Feiping Nie, Shiming Xiang, Changshui Zhang, 2006, ACCV.

A New Approach to Human Motion Sequence Recognition with Application to Diving Actions

Shiming Xiang, Xiaoping Chen, Changshui Zhang, 2005, MLDM.

Nonlinear Dimensionality Reduction with Local Spline Embedding

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2009, IEEE Transactions on Knowledge and Data Engineering.

Deep generative video prediction

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2018, Pattern Recognit. Lett..

Robust airplane detection in satellite images

Wei Li, Haibo Wang, Shiming Xiang, 2011, 2011 18th IEEE International Conference on Image Processing.

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

Shiming Xiang, Chunhong Pan, Cheng-Lin Liu, 2014, IEEE Geoscience and Remote Sensing Letters.

Aircraft Detection by Deep Belief Nets

Shiming Xiang, Chunhong Pan, Cheng-Lin Liu, 2013, 2013 2nd IAPR Asian Conference on Pattern Recognition.

Parameter optimization criteria guided 3D point cloud classification

Shiming Xiang, Weiliang Meng, Xinying Liu, 2018, Multimedia Tools and Applications.

Kernel-Weighted Graph Convolutional Network: A Deep Learning Approach for Traffic Forecasting

Qi Zhang, Shiming Xiang, Chunhong Pan, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Discriminative Least Squares Regression for Multiclass Classification and Feature Selection

Feiping Nie, Gaofeng Meng, Shiming Xiang, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Geometric rectification of document images using adversarial gated unwarping network

Gaofeng Meng, Chunhong Pan, Bin Fan, 2020, Pattern Recognit..

Mgn: Multi-Glimpse Network for Action Recognition

Shiming Xiang, Chunhong Pan, Tingzhao Yu, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Exploiting Vector Fields for Geometric Rectification of Distorted Document Images

Ying Wu, Gaofeng Meng, Shiming Xiang, 2018, ECCV.

Active Flattening of Curved Document Images via Two Structured Beams

Gaofeng Meng, Ying Wang, Shenquan Qu, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression

Shiming Xiang, Chunhong Pan, Feiyun Zhu, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Semisupervised Pair-Wise Band Selection for Hyperspectral Images

Shiming Xiang, Chunhong Pan, Jun Bai, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

A general graph-based semi-supervised learning with novel class discovery

Feiping Nie, Shiming Xiang, Changshui Zhang, 2010, Neural Computing and Applications.

Subspace Regularization: A New Semi-supervised Learning Method

Shiming Xiang, Cheng-Lin Liu, Xinwen Hou, 2009, ECML/PKDD.

Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images

Fei Wang, Dan Zhang, Shiming Xiang, 2009, Pattern Analysis and Applications.

Semi-Supervised Music Genre Classification

Shiming Xiang, Changshui Zhang, Yangqiu Song, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Relation-Shape Convolutional Neural Network for Point Cloud Analysis

Shiming Xiang, Chunhong Pan, Bin Fan, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Weakly Semantic Guided Action Recognition

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2019, IEEE Transactions on Multimedia.

Cascaded temporal spatial features for video action recognition

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Spatio-Temporal Graph Structure Learning for Traffic Forecasting

Gaofeng Meng, Chunhong Pan, Jianlong Chang, 2020, AAAI.

Image Deblurring with Coupled Dictionary Learning

Gaofeng Meng, Ying Wang, Shiming Xiang, 2015, International Journal of Computer Vision.

Learning smooth dictionary for image denoising

Shiming Xiang, Chunhong Pan, Xiangchu Feng, 2013, 2013 Ninth International Conference on Natural Computation (ICNC).

Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing

Shiming Xiang, Xiaopeng Zhang, Feihu Zhang, 2015, 2015 IEEE International Conference on Computer Vision (ICCV).

Structured Sparse Method for Hyperspectral Unmixing pdf

Ying Wang, Shiming Xiang, Chunhong Pan, 2014, ArXiv.

Robust Hyperspectral Unmixing With Correntropy-Based Metric

Ying Wang, Shiming Xiang, Chunhong Pan, 2013, IEEE Transactions on Image Processing.

Learning graph structure via graph convolutional networks

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, Pattern Recognit..

Gated Convolutional Neural Network for Semantic Segmentation in High-Resolution Images

Ying Wang, Shiming Xiang, Chunhong Pan, 2017, Remote. Sens..

Efficient Image Dehazing with Boundary Constraint and Contextual Regularization

Gaofeng Meng, Ying Wang, Shiming Xiang, 2013, 2013 IEEE International Conference on Computer Vision.

AugFPN: Improving Multi-Scale Feature Learning for Object Detection

Shiming Xiang, Chunhong Pan, Qian Zhang, 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Do We Need Binary Features for 3D Reconstruction?

Pascal Fua, Shiming Xiang, Chunhong Pan, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing

Jiwen Lu, Gaofeng Meng, Shiming Xiang, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Fine-structured object segmentation via edge-guided graph cut with interaction simplification

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction

Shiming Xiang, Chunhong Pan, Chunxia Zhang, 2023, IEEE Transactions on Intelligent Transportation Systems.

Deep Self-Evolution Clustering

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Deep Discriminative Clustering Analysis pdf

Lingfeng Wang, Gaofeng Meng, Shiming Xiang, 2019, ArXiv.

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network

Shiming Xiang, Chunhong Pan, Shibiao Xu, 2017, IEEE Transactions on Geoscience and Remote Sensing.

RENAS: Reinforced Evolutionary Neural Architecture Search

Gaofeng Meng, Shiming Xiang, Xinggang Wang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling

Gaofeng Meng, Chunhong Pan, Jianlong Chang, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Differentiable Architecture Search with Ensemble Gumbel-Softmax pdf

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, ArXiv.

DATA: Differentiable ArchiTecture Approximation

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, NeurIPS.

GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction

Qi Zhang, Gaofeng Meng, Shiming Xiang, 2019, IJCAI.

Nonlinear Asymmetric Multi-Valued Hashing

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Video Object Detection with Locally-Weighted Deformable Neighbors

Peng Gao, Shiming Xiang, Chunhong Pan, 2019, AAAI.

Learning Where to Focus for Efficient Video Object Detection

Peng Gao, Chunhong Pan, Qian Zhang, 2019, ECCV.

LFFD: A Light and Fast Face Detector for Edge Devices pdf

Shiming Xiang, Chunhong Pan, Meng Jian, 2019, ArXiv.

Accurate urban road centerline extraction from VHR imagery via multiscale segmentation and tensor voting

Ying Wang, Shiming Xiang, Chunhong Pan, 2015, Neurocomputing.

Road Centerline Extraction via Semisupervised Segmentation and Multidirection Nonmaximum Suppression

Shiming Xiang, Chunhong Pan, Feiyun Zhu, 2016, IEEE Geoscience and Remote Sensing Letters.

Monocular contextual constraint for stereo matching with adaptive weights assignment

Shiming Xiang, Chunhong Pan, Gaofeng Meng, 2022, Image Vis. Comput..

Deep Hierarchical Encoder–Decoder Network for Image Captioning

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2019, IEEE Transactions on Multimedia.

Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection

Shiming Xiang, Chunhong Pan, Junjie Yan, 2018, ACM Multimedia.

Dense semantic embedding network for image captioning

Shiming Xiang, Chunhong Pan, Kun Ding, 2019, Pattern Recognit..

Image-Text Cross-Modal Retrieval via Modality-Specific Feature Learning

Jian Wang, Shiming Xiang, Chunhong Pan, 2015, ICMR.

Retargeted Least Squares Regression Algorithm

Shiming Xiang, Cheng-Lin Liu, Xu-Yao Zhang, 2015, IEEE Transactions on Neural Networks and Learning Systems.

NASformer: Neural Architecture Search for Vision Transformer

Shiming Xiang, Chunhong Pan, Gaofeng Meng, 2021, ACPR.

Cross-Modal Hashing via Rank-Order Preserving

Shiming Xiang, Chunhong Pan, Chunlei Huo, 2017, IEEE Transactions on Multimedia.

Aggregating Rich Hierarchical Features for Scene Classification in Remote Sensing Imagery

Shiming Xiang, Chunhong Pan, Bin Fan, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

You Only Search Once: Single Shot Neural Architecture Search via Direct Sparse Optimization

Naiyan Wang, Xinbang Zhang, Zehao Huang, 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

FusionNet: Edge Aware Deep Convolutional Networks for Semantic Segmentation of Remote Sensing Harbor Images

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images

Chunhong Pan, Chunlei Huo, Hongmin Liu, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Progressive Sparse Local Attention for Video Object Detection

Jie Gu, Shiming Xiang, Chunhong Pan, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Interactive Natural Image Segmentation via Spline Regression

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2009, IEEE Transactions on Image Processing.

Supplementary Material for the Paper: Knowledge Mining and Transferring for Domain Adaptive Object Detection

Shiming Xiang, Chunhong Pan, Ying Wang, 2021 .

Cross-Modal Retrieval via Deep and Bidirectional Representation Learning

Jian Wang, Shiming Xiang, Chunhong Pan, 2016, IEEE Transactions on Multimedia.

Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval

Changsheng Xu, Shengcai Liao, Shiming Xiang, 2015, IEEE Transactions on Multimedia.

Blind image quality assessment via learnable attention-based pooling

Jie Gu, Gaofeng Meng, Shiming Xiang, 2019, Pattern Recognit..

CMT: Cross Mean Teacher Unsupervised Domain Adaptation for VHR Image Semantic Segmentation

Shiming Xiang, Chunhong Pan, Bin Fan, 2022, IEEE Geoscience and Remote Sensing Letters.

Multi-level consistency regularization for domain adaptive object detection

Shiming Xiang, Ying Wang, Chenghao Zhang, 2023, Neural Computing and Applications.

Nonparametric Illumination Correction for Scanned Document Images via Convex Hulls

Nanning Zheng, Gaofeng Meng, Shiming Xiang, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

TVGCN: Time-variant graph convolutional network for traffic forecasting

Shiming Xiang, Chunhong Pan, Yuhu Wang, 2021, Neurocomputing.

Level set evolution with locally linear classification for image segmentation

Gaofeng Meng, Ying Wang, Shiming Xiang, 2011, 2011 18th IEEE International Conference on Image Processing.

Discriminant Tensor Spectral–Spatial Feature Extraction for Hyperspectral Image Classification

Shiming Xiang, Chunhong Pan, Bin Fan, 2015, IEEE Geoscience and Remote Sensing Letters.

Image deblurring with matrix regression and gradient evolution

Gaofeng Meng, Ying Wang, Shiming Xiang, 2012, Pattern Recognit..

Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition

Feiping Nie, Shiming Xiang, Changshui Zhang, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Blind Image Quality Assessment via Vector Regression and Object Oriented Pooling

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2018, IEEE Transactions on Multimedia.

Learning a Mahalanobis distance metric for data clustering and classification

Feiping Nie, Shiming Xiang, Changshui Zhang, 2008, Pattern Recognit..

Few-Shot Learning via Feature Hallucination with Variational Inference

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2021, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Local-Aggregation Graph Networks

Lingfeng Wang, Gaofeng Meng, Shiming Xiang, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Meta Graph Transformer: A Novel Framework for Spatial-Temporal Traffic Prediction

Shiming Xiang, Chunxia Zhang, Shen Fang, 2021, Neurocomputing.

3D PostureNet: A unified framework for skeleton-based posture recognition

Ying Wang, Shiming Xiang, Chunhong Pan, 2020, Pattern Recognit. Lett..

Changshui Zhang. Extracting the Optimal Dimensionality for Discriminant Analysis

Feiping Nie, Shiming Xiang, Yangqiu Song, 2007 .

Robust VHR image change detection based on local features and multi-scale fusion

Shiming Xiang, Chunhong Pan, Chunlei Huo, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

No-Reference Image Quality Assessment with Reinforcement Recursive List-Wise Ranking

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, AAAI.

Joint spatial-temporal attention for action recognition

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2018, Pattern Recognit. Lett..

Regression Reformulations of LLE and LTSA With Locally Linear Transformation

Feiping Nie, Shiming Xiang, Chunhong Pan, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Graph convolutional network with tree-guided anisotropic message passing

Shiming Xiang, Chunhong Pan, Yuhu Wang, 2023, Neural Networks.

Local and Global Regressive Mapping for Manifold Learning with Out-of-Sample Extrapolation

Wenhua Wang, Yi Yang, Feiping Nie, 2010, AAAI.

Efficient sea-land segmentation using seeds learning and edge directed graph cut

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2016, Neurocomputing.

A Graph-Based Classification Method for Hyperspectral Images

Shiming Xiang, Chunhong Pan, Jun Bai, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Joint Neural Architecture Search and Quantization pdf

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2018, ArXiv.

Embedding new data points for manifold learning via coordinate propagation

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2007, Knowledge and Information Systems.

Nonlinear Dimensionality Reduction

Shiming Xiang, Changshui Zhang, Chunxia Zhang, 2021, Computer Vision.

Classification oriented semi-supervised band selection for hyperspectral images

Shiming Xiang, Chunhong Pan, Jun Bai, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

PackDet: Packed Long-Head Object Detector

Chunhong Pan, Shiming Xiang, Guojin He, 2020, ECCV.

Data-guided random walks for fine-structured object segmentation

Shiming Xiang, Chunhong Pan, Yongchao Gong, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Fine-structured object segmentation via local and nonlocal neighborhood propagation

Lingfeng Wang, Shiming Xiang, Chunhong Pan, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Efficient cloud detection in remote sensing images using edge-aware segmentation network and easy-to-hard training strategy

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Spectral Unmixing via Data-Guided Sparsity

Gaofeng Meng, Ying Wang, Shiming Xiang, 2014, IEEE Transactions on Image Processing.

Spline Embedding for Nonlinear Dimensionality Reduction

Feiping Nie, Shiming Xiang, Chunxia Zhang, 2006, ECML.

Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction

Hongbo Deng, Shiming Xiang, Shuguang Han, 2021, KDD.

CAN: Feature Co-Action for Click-Through Rate Prediction

Hongbo Deng, Shiming Xiang, Xiaoqiang Zhu, 2020, 2011.05625.

Real-time Object Classification in Video Surveillance Based on Appearance Learning

Shiming Xiang, Stan Z. Li, Xiao-Tong Yuan, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

A Performance Evaluation of Local Features for Image-Based 3D Reconstruction

Pascal Fua, Shiming Xiang, Chunhong Pan, 2017, IEEE Transactions on Image Processing.

Components Regulated Generation of Handwritten Chinese Text-lines in Arbitrary Length

S. Li, Shiming Xiang, Chunhong Pan, 2022, 2022 26th International Conference on Pattern Recognition (ICPR).

FontGAN: A Unified Generative Framework for Chinese Character Stylization and De-stylization pdf

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2019, ArXiv.

Handwritten Text Generation via Disentangled Representations

Gaofeng Meng, Shiming Xiang, Xiyan Liu, 2021, IEEE Signal Processing Letters.

Relational Attention with Textual Enhanced Transformer for Image Captioning

Shiming Xiang, Chunxia Zhang, Lifei Song, 2021, PRCV.

TREPH: A Plug-In Topological Layer for Graph Neural Networks

Shiming Xiang, Xue Ye, Fang Sun, 2023, Entropy.

CAN: Feature Co-Action Network for Click-Through Rate Prediction

Hongbo Deng, Shiming Xiang, Guorui Zhou, 2022, WSDM.

CAN: Revisiting Feature Co-Action for Click-Through Rate Prediction pdf

Jian Xu, Na Mou, Qi Pi, 2020, ArXiv.

Multi-scale Deblurring with Smooth Region Constraints

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2013, 2013 2nd IAPR Asian Conference on Pattern Recognition.

Removing out-of-focus blur from similar image pairs

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Alleviating Mode Collapse in GAN via Diversity Penalty Module pdf

Gaofeng Meng, Shiming Xiang, Sen Pei, 2021, ArXiv.

HAN: An Efficient Hierarchical Self-Attention Network for Skeleton-Based Gesture Recognition pdf

Ying Wang, Shiming Xiang, Chunhong Pan, 2021, ArXiv.

Decoupled Representation Learning for Skeleton-Based Gesture Recognition

Ying Wang, Shiming Xiang, Chunhong Pan, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Orthogonal locality minimizing globality maximizing projections for feature extraction

Feiping Nie, Shiming Xiang, Changshui Zhang, 2009 .

Shengcai Liao, Shiming Xiang, Chunhong Pan, 2014, CIKM.

Structure-Aware Convolutional Neural Networks

Jie Gu, Gaofeng Meng, Shiming Xiang, 2018, NeurIPS.

Meta-MSNet: Meta-Learning Based Multi-Source Data Fusion for Traffic Flow Prediction

Chunhong Pan, Shen Fang, Shiming Xiang, 2021, IEEE Signal Processing Letters.

Vision-Based Occlusion Handling and Vehicle Classification for Traffic Surveillance Systems

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2018, IEEE Intelligent Transportation Systems Magazine.

Local Label Probability Propagation for Hyperspectral Image Classification

Shiming Xiang, Chunhong Pan, LingFeng Wang, 2014, 2014 22nd International Conference on Pattern Recognition.

Data guided Sparse Method for Hyperspectral Unmixing

Shiming Xiang, Chunhong Pan, Gaofeng Meng, 2014, ArXiv.

TurboPixel Segmentation Using Eigen-Images

Feiping Nie, Shiming Xiang, Chunhong Pan, 2010, IEEE Transactions on Image Processing.

AMVH: Asymmetric Multi-Valued hashing

Gaofeng Meng, Shiming Xiang, Chunhong Pan, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Asymmetric Multi-Valued Hashing

Shiming Xiang, Chunhong Pan, Gaofeng Meng, 2022 .

Learnable Gated Convolutional Neural Network for Semantic Segmentation in Remote-Sensing Images

Shiming Xiang, Yangang Wang, Xuezhi Wang, 2019, Remote. Sens..

Vehicle Detection in Satellite Images by Parallel Deep Convolutional Neural Networks

Shiming Xiang, Chunhong Pan, Cheng-Lin Liu, 2013, 2013 2nd IAPR Asian Conference on Pattern Recognition.

Automatic Building Rooftop Extraction From Aerial Images via Hierarchical RGB-D Priors

Baoyuan Wu, Shiming Xiang, Weiming Dong, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Image annotation via learning the image-label interrelations

Jian Wang, Shiming Xiang, Chunhong Pan, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

SpatioTemporal Inference Network for Precipitation Nowcasting With Multimodal Fusion

Shiming Xiang, Chunhong Pan, Gaofeng Meng, 2024, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Preformer: Simple and Efficient Design for Precipitation Nowcasting With Transformers

Shiming Xiang, Chunhong Pan, Ying Wang, 2024, IEEE Geoscience and Remote Sensing Letters.

Kernel Homotopy based sparse representation for object classification

Shengcai Liao, Shiming Xiang, Chunhong Pan, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Image editing based on Sparse Matrix-Vector multiplication

Ying Wang, Shiming Xiang, Chunhong Pan, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

PAD: Self-Supervised Pre-Training with Patchwise-Scale Adapter for Infrared Images

Shiming Xiang, Chunhong Pan, Kun Ding, 2023, ArXiv.

Deep unsupervised learning with consistent inference of latent representations

Lingfeng Wang, Gaofeng Meng, Shiming Xiang, 2017, Pattern Recognit..

Fine-structured object segmentation via neighborhood propagation

Shiming Xiang, Chunhong Pan, Yongchao Gong, 2016, Pattern Recognit..

Exploring Universal Principles for Graph Contrastive Learning: A Statistical Perspective

Shiming Xiang, Chunhong Pan, Jinyong Wen, 2023, ACM Multimedia.

Interactive Image Segmentation With Multiple Linear Reconstructions in Windows

Feiping Nie, Shiming Xiang, Chunhong Pan, 2011, IEEE Transactions on Multimedia.

STACnovGRU: weather forecasting based on spatio-temporal adaptive convolutional GRU

Shiming Xiang, Deping Xiang, Pu Zhang, 2023, International Conference on Artificial Intelligence and Computer Engineering (ICAICE 2022).

Structured Sparse Method for Hyperspectral Unmixing

Shiming Xiang, Chunhong Pan, Ying Wang, 2014, arXiv.org.

Patch loss: A generic multi-scale perceptual loss for single image super-resolution

Shiming Xiang, Chunhong Pan, B. Mao, 2023, Pattern Recognit..

Interactive Natural Image Segmentation via Spline Regression

F. Nie, Changshui Zhang, Shiming Xiang, 2009, IEEE Transactions on Image Processing.

GFFNet: Global Feature Fusion Network for Semantic Segmentation of Large-Scale Remote Sensing Images

Shiming Xiang, Chunhong Pan, Chunlei Huo, 2024, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Contour graph based human tracking and action sequence recognition

Feiping Nie, Shiming Xiang, Changshui Zhang, 2008, Pattern Recognit..

Cross Modal Deep Model and Gaussian Process Based Model for MSR-Bing Challenge

Jian Wang, Shiming Xiang, Chunhong Pan, 2014, ACM Multimedia.

Weak Distribution Detectors Lead to Stronger Generalizability of Vision-Language Prompt Tuning

Shiming Xiang, Chunhong Pan, Kun Ding, 2024, AAAI.

Non-Maximum Suppression Guided Label Assignment for Object Detection in Crowd Scenes

Shiming Xiang, Xin Zhang, Hangzhi Jiang, 2024, IEEE Transactions on Multimedia.

Knowledge Mining and Transferring for Domain Adaptive Object Detection

Shiming Xiang, Chunhong Pan, Ying Wang, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Pro-Tuning: Unified Prompt Tuning for Vision Tasks

Zhaoxiang Zhang, Shiming Xiang, Chunhong Pan, 2022, IEEE Transactions on Circuits and Systems for Video Technology.

Improving the Homophily of Heterophilic Graphs for Semi-Supervised Node Classification

Shiming Xiang, Chunhong Pan, Yuhu Wang, 2023, 2023 IEEE International Conference on Multimedia and Expo (ICME).

Dynamic High-Resolution Network for Semantic Segmentation in Remote-Sensing Images

Shiming Xiang, Xuezhi Wang, Pengfei Wang, 2023, Remote. Sens..