Xin Shu

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 88

Top Venues

Publications

Yu Yuan, Jinlong Shi, Xin Shu, Qiang Qian, Yunna Song, Zhen Ou, Dan Xu, Xin Zuo, YueCheng Yu, Yunhan Sun
Context-aware adaptive network for UDA semantic segmentation. Multim. Syst. 30 (4) (2024)
Jiang Liu, Yihao Xie, Xin Shu, Yuwen Chen, Yizhu Sun, Kunhua Zhong, Hao Liang, Yujie Li, Chunyong Yang, Yan Han, Yuwei Zou, Ziting Zhuyi, Jiahao Huang, Junhong Li, Xiaoyan Hu, Bin Yi
Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU. Artif. Intell. Medicine 147 (2024)
Xin Shu, Xin Sun, Juncheng Hu, Chunbao Mo
CardioRisk: Predictive Application for Myocardial Infarction Incident Risk Assessment Based on Blood Pressure-Glucose-Lipid Patterns. HCI (27) (2024)
Xin Shu, Hongxia Ye
Automatic Extraction of Martian Subsurface Layer from Radargrams Based on PDE Denoising and KL Filter. Remote. Sens. 16 (7) (2024)
Weichen Yang, Jinlong Shi, Suqin Bai, Qiang Qian, Zhen Ou, Dan Xu, Xin Shu, Yunhan Sun
Clear-Plenoxels: Floaters free radiance fields without neural networks. Knowl. Based Syst. 299 (2024)
Yan Wang, Qingyun Zhang, Xin Shu
Micro-expression recognition using a multi-scale feature extraction network with attention mechanisms. Signal Image Video Process. 18 (6) (2024)
Xin Sun, Xin Shu, Juncheng Hu, Chunbao Mo
5G MEC+AI Pathology "Anti-Cancer Guardian": Design of Intelligent Gastric Cancer Auxiliary Diagnosis and Warning Platform for Smart Hospital System. HCI (27) (2024)
Di Lv, Chao Zhao, Hua Ye, Yan Fan, Xin Shu
GS-YOLO: A Lightweight SAR Ship Detection Model Based on Enhanced GhostNetV2 and SE Attention Mechanism. IEEE Access 12 (2024)
Chufan Liu, Xin Shu, Dan Xu, Jinlong Shi
GCCF: A lightweight and scalable network for underwater image enhancement. Eng. Appl. Artif. Intell. 128 (2024)
Xin Shu, Fenglei Ni, Xinyang Fan, Shuai Yang, Changyuan Liu, Baoxu Tu, Yiwei Liu, Hong Liu
A versatile humanoid robot platform for dexterous manipulation and human-robot collaboration. CAAI Trans. Intell. Technol. 9 (2) (2024)
Xianghu Wu, Shucheng Huang, Xin Shu, Chunlong Hu, Xiao-Jun Wu
MPFC-Net: A multi-perspective feature compensation network for medical image segmentation. Expert Syst. Appl. 248 (2024)
Xin Shu, Xiaotong Li, Xin Zhang, Changbin Shao, Xi Yan, Shucheng Huang
MRAU-net: Multi-scale residual attention U-shaped network for medical image segmentation. Comput. Electr. Eng. 118 (2024)
Jiahui Zhang, Jinlong Shi, Danping Zou, Xin Shu, Suqin Bai, Jiawen Lu, Haowei Zhu, Jun Ni, Yunhan Sun
EPM-Net: Efficient Feature Extraction, Point-Pair Feature Matching for Robust 6-D Pose Estimation. IEEE Trans. Multim. 26 (2024)
Xin Shu, Jiashu Wang, Aoping Zhang, Jinlong Shi, Xiao-Jun Wu
CSCA U-Net: A channel and space compound attention CNN for medical image segmentation. Artif. Intell. Medicine 150 (2024)
Mengdi Chu, Keyu Zong, Xin Shu, Jiangtao Gong, Zhicong Lu, Kaimin Guo, Xinyi Dai, Guyue Zhou
Work with AI and Work for AI: Autonomous Vehicle Safety Drivers' Lived Experiences. CoRR (2023)
Xianhua Duan, Chaoqiang Jin, Xin Shu
HCPSNet: heterogeneous cross-pseudo-supervision network with confidence evaluation for semi-supervised medical image segmentation. Multim. Syst. 29 (5) (2023)
Yukun Su, Ruizhou Sun, Xin Shu, Yu Zhang, Qingyao Wu
Occlusion-Aware Detection and Re-ID Calibrated Network for Multi-Object Tracking. CoRR (2023)
Zizhou Wang, Lei Zhang, Xin Shu, Yan Wang, Yangqin Feng
Consistent representation via contrastive learning for skin lesion diagnosis. Comput. Methods Programs Biomed. 242 (2023)
Xin Shu, Chaoquan Tang, Gongbo Zhou, Ping Zhou, Lulu Sun, Xiaodong Yan
Extension and Experimental Demonstration of Gait Transition Network for a Snake Robot. IEEE Robotics Autom. Lett. 8 (1) (2023)
Xin Shu, Fenglei Ni, Xinyang Fan, Changyuan Liu, Shuai Yang, Baoxu Tu, Hong Liu
A Multi-Configuration Track-Legged Humanoid Robot for Dexterous Manipulation and High Mobility: Design and Development. IEEE Robotics Autom. Lett. 8 (6) (2023)
Wei Huang, Xin Shu, Zizhou Wang, Chaoyue Chen, Yang Zhang, Lei Zhang, Jianguo Xu
Boundary-Aware Network With Topological Consistency Constraint for Optic Chiasm Segmentation. IEEE Trans. Artif. Intell. 4 (6) (2023)
Xin Shu, Lei Zhang, Jiao Qu, Lituan Wang, Zizhou Wang, Wenjing Zhang, Ying Wang, Su Lui
Deep Slice-Crossed Network With Local Weighted Loss for Brain Metastases Segmentation. IEEE Trans. Cogn. Dev. Syst. 15 (3) (2023)
Xinyang Fan, Xin Shu, Baoxu Tu, Changyuan Liu, Fenglei Ni, Zainan Jiang
A humanoid robot teleoperation approach based on waist-arm coordination. Ind. Robot 50 (5) (2023)
Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi
Fine-grained recognition: Multi-granularity labels and category similarity matrix. Knowl. Based Syst. 273 (2023)
Guangyuan Zhao, Xin Shu, Renjie Zhou
High-performance real-world optical computing trained by in situ model-free optimization. CoRR (2023)
Xin Shu, Xinyang Fan, Kang Min, Zhu Ji, Fenglei Ni, Hong Liu
Dual-Arm Dynamic Planning with Considering Arm Reachability Constraint in Task Space. ICIRA (3) (2023)
Shuo Tan, Lei Zhang, Xin Shu, Zizhou Wang
A feature-wise attention module based on the difference with surrounding features for convolutional neural networks. Frontiers Comput. Sci. 17 (6) (2023)
Zhi Chen, Shao Hua Xiong, Cui Zuo, Rui Bin Jiang, Xin Shu
Research on Intelligent Charging Management of New Energy Vehicles Based on Big Data. FAIML (2023)
Jiayi Li, Lei Zhang, Xin Shu, Yuen Teng, Jianguo Xu
Multi-instance learning based on spatial continuous category representation for case-level meningioma grading in MRI images. Appl. Intell. 53 (12) (2023)
Xin Shu, Xiaojie Li, Xin Zuo, Dan Xu, Jinlong Shi
Face spoofing detection based on multi-scale color inversion dual-stream convolutional neural network. Expert Syst. Appl. 224 (2023)
Jiawen Lu, Jinlong Shi, Haowei Zhu, Jun Ni, Xin Shu, Yunhan Sun, Zhigang Cheng
Depth Guidance and Intradomain Adaptation for Semantic Segmentation. IEEE Trans. Instrum. Meas. 72 (2023)
Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi
Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification. Medical Image Anal. 85 (2023)
Zizhou Wang, Xin Shu, Yan Wang, Yangqin Feng, Lei Zhang, Zhang Yi
A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems. IEEE Trans. Cybern. 53 (8) (2023)
Xin Shu, Jia Li, Liang Shi, Shucheng Huang
RES-CapsNet: an improved capsule network for micro-expression recognition. Multim. Syst. 29 (3) (2023)
Chufan Liu, Xin Shu, Lei Pan, Jinlong Shi, Bin Han
Multiscale Underwater Image Enhancement in RGB and HSV Color Spaces. IEEE Trans. Instrum. Meas. 72 (2023)
Mengdi Chu, Keyu Zong, Xin Shu, Jiangtao Gong, Zhicong Lu, Kaimin Guo, Xinyi Dai, Guyue Zhou
Work with AI and Work for AI: Autonomous Vehicle Safety Drivers' Lived Experiences. CHI (2023)
Xingjian Gu, Xin Shu, Jing Yang, Yan Xu, Haiyan Jiang, Xiangbo Shu
Supervised Learning Strategy for Spiking Neurons Based on Their Segmental Running Characteristics. Neural Process. Lett. 55 (8) (2023)
Du Xu, Tete Hu, Ying Ma, Xin Shu
A Hybrid State/Disturbance Observer-Based Feedback Control of Robot with Multiple Constraints. Sensors 22 (23) (2022)
Liuyin Lin, Xin Shu
Gaussian similarity preserving for cross-modal hashing. Neurocomputing 494 (2022)
Xin Shu, Hui Pan, Jinlong Shi, Xiaoning Song, Xiaojun Wu
Using global information to refine local patterns for texture representation and classification. Pattern Recognit. 131 (2022)
Yu Hua, Xin Shu, Zizhou Wang, Lei Zhang
Uncertainty-Guided Voxel-Level Supervised Contrastive Learning for Semi-Supervised Medical Image Segmentation. Int. J. Neural Syst. 32 (4) (2022)
Xin Shu, Feng Chang, Xin Zhang, Changbin Shao, Xibei Yang
ECAU-Net: Efficient channel attention U-Net for fetal ultrasound cerebellum segmentation. Biomed. Signal Process. Control. 75 (2022)
Yan Wang, Lei Zhang, Xin Shu, Yangqin Feng, Zhang Yi, Qing Lv
Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (4) (2022)
Wenjie Liu, Xin Shu, Lei Zhang, Dong Li, Qing Lv
Deep Multiscale Multi-Instance Networks With Regional Scoring for Mammogram Classification. IEEE Trans. Artif. Intell. 3 (3) (2022)
Yijie Yu, Lei Zhang, Xin Shu, Zizhou Wang, Chaoyue Chen, Jianguo Xu
A Coarse-to-Fine Network for Craniopharyngioma Segmentation. MLMI@MICCAI (2022)
Xin Shu, Mengxuan Niu, Yi Zhang, Renjie Zhou
NAS-PRNet: Neural Architecture Search generated Phase Retrieval Net for Off-axis Quantitative Phase Imaging. CoRR (2022)
Wei Huang, Xin Shu, Zizhou Wang, Lei Zhang, Chaoyue Chen, Jianguo Xu, Zhang Yi
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 6 (5) (2022)
Chen Li, Xiaochun Zhang, Chengyuan Yu, Xin Shu, Xiaopeng Xu
LLCF: A Load- and Location-Aware Collaborative Filtering Algorithm to Predict QoS of Web Service. QRS Companion (2022)
Xin Shu, Yingyan Gu, Xin Zhang, Chunlong Hu, Ke Cheng
FCRB U-Net: A novel fully connected residual block U-Net for fetal cerebellum ultrasound image segmentation. Comput. Biol. Medicine 148 (2022)
Xin Shu, Sameera Sansare, Di Jin, Xiangxiang Zeng, Kai-Yu Tong, Rishikesh Pandey, Renjie Zhou
Artificial-Intelligence-Enabled Reagent-Free Imaging Hematology Analyzer. Adv. Intell. Syst. 3 (8) (2021)
Xin Shu, Guoying Zhao
Scalable multi-label canonical correlation analysis for cross-modal retrieval. Pattern Recognit. 115 (2021)
Jiaju Wu, Pengshuai Yin, Xin Shu, Huichou Huang, Fei Liu, Qingyao Wu
A Vision-based Lane Departure Warning Framework. ICEBE (2021)
Xin Shu, Hui Tang, Shucheng Huang
Face spoofing detection based on chromatic ED-LBP texture feature. Multim. Syst. 27 (2) (2021)
Xin Shu, Kun Xia, Hui Pan, Lei Pan, Ming Zhang
Face anti-spoofing based on weighted neighborhood pixel difference pattern. J. Electronic Imaging 30 (3) (2021)
Wenjun Wang, Xiangkang Huang, Xin Shu, Shuping Li, Huichou Huang, Qingyao Wu
An Implementation of Face Recognition System with Face Presentation Attack Detection on Raspberry Pi. ICEBE (2021)
Tong Li, Xin Shu, Gang Chen, Yifan Wang
Size-Sensitive Optimization of Loss Function on Vision-based Object Detection. EITCE (2021)
Xiaoxiao Chen, Xin Shu
The Scientific and Technological Innovation Performance of Chinese World-Class Universities and its Influencing Factors. IEEE Access 9 (2021)
Xin Shu, Zhigang Song, Jinlong Shi, Shucheng Huang, Xiao-Jun Wu
Multiple channels local binary pattern for color texture representation and classification. Signal Process. Image Commun. 98 (2021)
Xin Shu, Sameera Sansare, Di Jin, Xiangxiang Zeng, Kai-Yu Tong, Rishikesh Pandey, Renjie Zhou
Artificial-Intelligence-Enabled Reagent-Free Imaging Hematology Analyzer. Adv. Intell. Syst. 3 (8) (2021)
Zizhou Wang, Lei Zhang, Xin Shu, Qing Lv, Zhang Yi
An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature. IEEE Trans. Cogn. Dev. Syst. 13 (3) (2021)
Rui Liu, Xin Shu, Peishan Li, Yinong Xu, Philip Yeung, Raymond Lee
AI-Based Language Chatbot 2.0 - The Design and Implementation of English Language Concept Learning Agent App. SETE (2021)
Zizhou Wang, Xin Shu, Chaoyue Chen, Yuen Teng, Lei Zhang, Jianguo Xu
A semi-symmetric domain adaptation network based on multi-level adversarial features for meningioma segmentation. Knowl. Based Syst. 228 (2021)
Xin Shu, Fenglei Ni, Kang Min, Yechao Liu, Hong Liu
. ROBIO (2021)
Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification. IEEE Trans. Medical Imaging 39 (6) (2020)
Yingjun Xiong, Yan Xu, Xin Shu
Cross-view hashing via supervised deep discrete matrix factorization. Pattern Recognit. 103 (2020)
Fan Xu, Xin Shu, Xiaodi Zhang, Bo Fan
Automatic Diagnosis of Microgrid Networks' Power Device Faults Based on Stacked Denoising Autoencoders and Adaptive Affinity Propagation Clustering. Complex. 2020 (2020)
Fan Xu, Xin Shu, Xin Li, Xiaodi Zhang
Data-Driven Bearing Fault Diagnosis of Microgrid Network Power Device Based on a Stacked Denoising Autoencoder in Deep Learning and Clustering by Fast Search without Data Labels. Complex. 2020 (2020)
Chengyu Hu, Xin Shu, Xuesong Yan, Deze Zeng, Wenyin Gong, Lei Wang
Inline wireless mobile sensors and fog nodes placement for leakage detection in water distribution systems. Softw. Pract. Exp. 50 (7) (2020)
Haobo Rao, Zhiheng Zhou, Bo Li, Xin Shu
DAGNet: Exploring the Structure of Objects for Saliency Detection. IJCNN (2020)
Xin Shu, Peisen Yuan, Haiyan Jiang, Darong Lai
Multi-view uncorrelated discriminant analysis via dependence maximization. Appl. Intell. 49 (2) (2019)
Li Wang, Xin Shu, Wei Zhang, Yunfang Chen
Design and Optimization of Evaluation Metrics in Object Detection and Tracking for Low-Altitude Aerial Video. ICBDS (2019)
Xin Shu, Fenglei Ni, Zhou Zhou, Yechao Liu, Hong Liu, Tian Zou
Locally Guided Multiple Bi-RRT∗ for Fast Path Planning in Narrow Passages. ROBIO (2019)
Hongwei Tang, Chaoquan Tang, Gongbo Zhou, Xin Shu, Qiao Gao
Design and Magnetic Force Analysis of Patrol Robot for Deep Shaft Rigid Cage Guide. ICIRA (5) (2019)
Hongbin Yu, Xin Shu
Hybrid Matrix Factorization for Multi-view Clustering. IScIDE (2) (2019)
Chaoquan Tang, Gongbo Zhou, Zhaoxing Gao, Xin Shu, Pengpeng Chen
A Novel Rail Inspection Robot and Fault Detection Method for the Coal Mine Hoisting System. IEEE Intell. Transp. Syst. Mag. 11 (2) (2019)
Shaoyong Jia, Xin Shu, Yang Yang, Dawei Liang, Qiyue Liu, Junhui Liu
Cross-modal supervised learning for better acoustic representations. CoRR (2019)
Yong Zhuang, David L. Small, Xin Shu, Kui Yu, Shafiqul Islam, Wei Ding
Galaxy: Towards Scalable and Interpretable Explanation on High-Dimensional and Spatio-Temporal Correlated Climate Data. ICBK (2018)
Xin Shu, Chang Liu, Tong Li, Chunkai Wang, Cheng Chi
A Self-Supervised Learning Manipulator Grasping Approach Based on Instance Segmentation. IEEE Access 6 (2018)
Xin Shu, Haiyan Jiang, Huanliang Xu
Graph regularized supervised cross-view hashing. Multim. Tools Appl. 77 (21) (2018)
Cheng Chi, Xuguang Sun, Tong Li, Xin Shu, Ning Xue, Chang Liu
A Flexible Tactile Sensor With Good Consistency. IEEE Access 6 (2018)
Hongli Deng, Lei Zhang, Xin Shu
Feature memory-based deep recurrent neural network for language modeling. Appl. Soft Comput. 68 (2018)
Chang-Bin Shao, Xiaoning Song, Xin Shu, Xiaojun Wu
Converted-face identification: using synthesized images to replace original images for recognition. Multim. Tools Appl. 76 (5) (2017)
Xin Shu, Jing Qiu
Speed up kernel dependence maximization for multi-label feature extraction. J. Vis. Commun. Image Represent. 49 (2017)
Hou Yuan Wei, Hao Yong Le, Xin Shu, Caiyuan Chen
A Context-Aware Smart Office Application System. IMIS (2017)
Caiyuan Chen, Xin Shu, Tong Mo, Weiping Li, Chuanzhen Zang, Zhaoan Chen, Yihong Wang
A Context Model for Mechanical Ventilation in Grain Storage. ICSS (2016)
Liang Tao, Horace H. S. Ip, Aijun Zhang, Xin Shu
Exploring canonical correlation analysis with subspace and structured sparsity for web image annotation. Image Vis. Comput. 54 (2016)
Xin Shu, Qianni Zhang, Jinlong Shi, Yunsong Qi
A Comparative Study on Weighted Central Moment and Its Application in 2D Shape Retrieval. Inf. 7 (1) (2016)
Hong-Qi Li, Yuan-Yuan Lu, Xin Shu, Qiang Liu
Trace norm regularized canonical correlation analysis. ICMLC (2016)
Xin Shu, Huanliang Xu, Liang Tao
A least squares formulation of multi-label linear discriminant analysis. Neurocomputing 156 (2015)
Xin Shu, Lei Pan, Xiaojun Wu
Multi-scale contour flexibility shape signature for Fourier descriptor. J. Vis. Commun. Image Represent. 26 (2015)
Suqin Bai, Jinlong Shi, Qiang Qian, Linbin Pang, Xin Shu
Three-dimensional measurement of large-scale texture-less bending plates. J. Electronic Imaging 24 (1) (2015)
Liang Tao, Horace H. S. Ip, Yinglin Wang, Xin Shu
Low rank approximation with sparse integration of multiple manifolds for data representation. Appl. Intell. 42 (3) (2015)
Xin Shu, Darong Lai, Huanliang Xu, Liang Tao
Learning shared subspace for multi-label dimensionality reduction via dependence maximization. Neurocomputing 168 (2015)
Xin Shu, Hongtao Lu
Linear discriminant analysis with spectral regularization. Appl. Intell. 40 (4) (2014)
Hongtao Lu, Zhenyong Fu, Xin Shu
Non-negative and sparse spectral clustering. Pattern Recognit. 47 (1) (2014)
Liang Tao, Horace Ho-Shing Ip, Yinglin Wang, Xin Shu
Exploring Shared Subspace and Joint Sparsity for Canonical Correlation Analysis. CIKM (2014)
Liang Tao, Horace Ho-Shing Ip, Yinglin Wang, Xin Shu
Ensemble Manifold Structured Low Rank Approximation for Data Representation. ICPR (2014)
ZhiCheng Ma, Xin Shu, Guanghui Yan
An improved algorithm on micro-blog community detection. iCAST/UMEDIA (2013)
Zhaoxia Chen, Xiong You, Xin Shu, Mei Zhang
A New Family of Phase-Fitted and Amplification-Fitted Runge-Kutta Type Methods for Oscillators. J. Appl. Math. 2012 (2012)
Xin Shu, Hongtao Lu
Neighborhood Structure Preserving Ridge Regression for Dimensionality Reduction. CCPR (2012)

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Publication Activity (10 Years)

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Top Venues

Xin Shu