Xiaoyi Jiang

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 98

Top Venues

Publications

Junfu Chen, Dechang Pi, Xiaoyi Jiang, Yue Xu, Yang Chen, Xixuan Wang
Denosieformer: A Transformer-Based Approach for Single-Channel EEG Artifact Removal. IEEE Trans. Instrum. Meas. 73 (2024)
Jin Xiao, Zhang Wen, Xiaoyi Jiang, Lean Yu, Shouyang Wang
Three-stage research framework to assess and predict the financial risk of SMEs based on hybrid method. Decis. Support Syst. 177 (2024)
Florian Eilers, Xiaoyi Jiang
DeepCSHAP: Utilizing Shapley Values to Explain Deep Complex-Valued Neural Networks. CoRR (2024)
Stefan Hegselmann, Shannon Zejiang Shen, Florian Gierse, Monica Agrawal, David A. Sontag, Xiaoyi Jiang
A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models. CoRR (2024)
Jiaqi Zhang, Xiaoyi Jiang
Classification Performance Boosting for Interpolation Kernel Machines by Training Set Pruning Using Genetic Algorithm. ICPRAM (2024)
Phil Steinhorst, Christof Duhme, Xiaoyi Jiang, Jan Vahrenhold
Recognizing Patterns in Productive Failure. SIGCSE (1) (2024)
Christine Dewi, Rung-Ching Chen, Hui Yu, Xiaoyi Jiang
Robust detection method for improving small traffic sign recognition based on spatial pyramid pooling. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Christine Dewi, Rung-Ching Chen, Hui Yu, Xiaoyi Jiang
XAI for Image Captioning using SHAP. J. Inf. Sci. Eng. 39 (4) (2023)
Andreas Nienkötter, Xiaoyi Jiang
Kernel-Based Generalized Median Computation for Consensus Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Florian Eilers, Xiaoyi Jiang
Building Blocks for a Complex-Valued Transformer Architecture. CoRR (2023)
Puxun Tu, Hongfei Ye, Haochen Shi, Jeff Young, Meng Xie, Peiquan Zhao, Ce Zheng, Xiaoyi Jiang, Xiaojun Chen
Phase-Specific Augmented Reality Guidance for Microscopic Cataract Surgery Using Long-Short Spatiotemporal Aggregation Transformer. CoRR (2023)
Xiaoyi Jiang, Andreas Nienkötter
Generalized Median Computation for Consensus Learning: A Brief Survey. CAIP (1) (2023)
Julian Kuhlmann, Kai Rothaus, Xiaoyi Jiang, Henrik Faatz, Daniel Pauleikhoff, Matthias Gutfleisch
3D Retinal Vessel Segmentation in OCTA Volumes: Annotated Dataset MORE3D and Hybrid U-Net with Flattening Transformation. DAGM (2023)
Christine Dewi, Rung-Ching Chen, Yong-Cun Zhuang, Xiaoyi Jiang, Hui Yu
Recognizing Road Surface Traffic Signs Based on Yolo Models Considering Image Flips. Big Data Cogn. Comput. 7 (1) (2023)
Florian Eilers, Xiaoyi Jiang
Building Blocks for a Complex-Valued Transformer Architecture. ICASSP (2023)
Jiaqi Zhang, Cheng-Lin Liu, Xiaoyi Jiang
Interpolation Kernel Machines: Reducing Multiclass to Binary. CAIP (1) (2023)
Jin Xiao, Yuhang Tian, Yanlin Jia, Xiaoyi Jiang, Lean Yu, Shouyang Wang
Black-Box Attack-Based Security Evaluation Framework for Credit Card Fraud Detection Models. INFORMS J. Comput. 35 (5) (2023)
Jiaqi Zhang, Cheng-Lin Liu, Xiaoyi Jiang
Quadratic Kernel Learning for Interpolation Kernel Machine Based Graph Classification. GbRPR (2023)
Stefan Hegselmann, Alejandro Buendia, Hunter Lang, Monica Agrawal, Xiaoyi Jiang, David A. Sontag
TabLLM: Few-shot Classification of Tabular Data with Large Language Models. AISTATS (2023)
Jiaqi Zhang, Cheng-Lin Liu, Xiaoyi Jiang
Interpolation Kernel Machine and Indefinite Kernel Methods for Graph Classification. ICPRAI (2) (2022)
Stefan Hegselmann, Alejandro Buendia, Hunter Lang, Monica Agrawal, Xiaoyi Jiang, David A. Sontag
TabLLM: Few-shot Classification of Tabular Data with Large Language Models. CoRR (2022)
Dominik Drees, Simon Leistikow, Xiaoyi Jiang, Lars Linsen
Voreen - An Open-source Framework for Interactive Visualization and Processing of Large Volume Data. CoRR (2022)
Tie-Qiang Wang, Xiaoyi Jiang, Cheng-Lin Liu
Query Pixel Guided Stroke Extraction with Model-Based Matching for Offline Handwritten Chinese Characters. Pattern Recognit. 123 (2022)
Dominik Drees, Florian Eilers, Xiaoyi Jiang
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images. IEEE Trans. Image Process. 31 (2022)
Christine Dewi, Rung-Ching Chen, Xiaoyi Jiang, Hui Yu
Adjusting eye aspect ratio for strong eye blink detection based on facial landmarks. PeerJ Comput. Sci. 8 (2022)
Dominik Drees, Florian Eilers, Ang Bian, Xiaoyi Jiang
A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation. CoRR (2022)
Andreas Nienkötter, Xiaoyi Jiang
Kernel-Based Generalized Median Computation for Consensus Learning. CoRR (2022)
Dominik Drees, Florian Eilers, Ang Bian, Xiaoyi Jiang
A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation. GCPR (2022)
Samiksha Gupta, Satish Kumar Singh, Xiaoyi Jiang
Leveraging Tri-Planar Views and Weighted Average Fusion Technique to Classify Lung Nodule Malignancy. CVIP (1) (2022)
Sergio Cebollada, Luis Payá, Xiaoyi Jiang, Óscar Reinoso
Development and use of a convolutional neural network for hierarchical appearance-based localization. Artif. Intell. Rev. 55 (4) (2022)
Frederik Elischberger, Joachim Bamberg, Xiaoyi Jiang
Deep-Learning-Based Detection of Segregations for Ultrasonic Testing. IEEE Trans. Instrum. Meas. 71 (2022)
Christine Dewi, Rung-Ching Chen, Xiaoyi Jiang, Hui Yu
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4. Multim. Tools Appl. 81 (26) (2022)
Dominik Drees, Aaron Scherzinger, René Hägerling, Friedemann Kiefer, Xiaoyi Jiang
Scalable Robust Graph and Feature Extraction for Arbitrary Vessel Networks in Large Volumetric Datasets. CoRR (2021)
Dominik Drees, Xiaoyi Jiang
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Data. CoRR (2021)
Leonardo Blanger, Nina S. T. Hirata, Xiaoyi Jiang
Reducing the need for bounding box annotations in Object Detection using Image Classification data. SIBGRAPI (2021)
Daniel Winter, Ang Bian, Xiaoyi Jiang
Layer-Wise Relevance Propagation Based Sample Condensation for Kernel Machines. CAIP (1) (2021)
Patrick Wang, Xiaoyi Jiang, Frank Shih, Terence Sim
35th Anniversary of IJPRAI. Int. J. Pattern Recognit. Artif. Intell. 35 (9) (2021)
Christine Dewi, Rung-Ching Chen, Yan-Ting Liu, Xiaoyi Jiang, Kristoko Dwi Hartomo
Yolo V4 for Advanced Traffic Sign Recognition With Synthetic Training Data Generated by Various GAN. IEEE Access 9 (2021)
Simone Frintrop, Gernot A. Fink, Xiaoyi Jiang
Guest Editorial: Special Issue: Computer Vision and Pattern Recognition (DAGM GCPR 2019). Int. J. Comput. Vis. 129 (11) (2021)
Dominik Drees, Aaron Scherzinger, René Hägerling, Friedemann Kiefer, Xiaoyi Jiang
Scalable robust graph and feature extraction for arbitrary vessel networks in large volumetric datasets. BMC Bioinform. 22 (1) (2021)
Xiaoyi Jiang
Editorial: A Wonderful Venue for Networking Neuroscience and Computational Intelligence. Int. J. Neural Syst. 31 (6) (2021)
Dominik Drees, Xiaoyi Jiang
A Streaming Volumetric Image Generation Framework for Development and Evaluation of Out-of-Core Methods. CoRR (2021)
Andreas Nienkötter, Xiaoyi Jiang
Distance-Preserving Vector Space Embedding for Consensus Learning. IEEE Trans. Syst. Man Cybern. Syst. 51 (2) (2021)
Jiangchang Xu, Jiannan Liu, Dingzhong Zhang, Zijie Zhou, Xiaoyi Jiang, Chenping Zhang, Xiaojun Chen
Automatic mandible segmentation from CT image using 3D fully convolutional neural network based on DenseASPP and attention gates. Int. J. Comput. Assist. Radiol. Surg. 16 (10) (2021)
Ang Bian, Xiaoyi Jiang, Dimitri Berh, Benjamin Risse
Resolving Colliding Larvae by Fitting ASM to Random Walker-Based Pre-Segmentations. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (3) (2021)
Lixiang Xu, Lu Bai, Xiaoyi Jiang, Ming Tan, Daoqiang Zhang, Bin Luo
Deep Rényi entropy graph kernel. Pattern Recognit. 111 (2021)
Alexander Welsing, Andreas Nienkötter, Xiaoyi Jiang
Exponential Weighted Moving Average of Time Series in Arbitrary Spaces with Application to Strings. S+SSPR (2020)
Carlos Francisco Moreno-García, Francesc Serratosa, Xiaoyi Jiang
Correspondence edit distance to obtain a set of weighted means of graph correspondences. Pattern Recognit. Lett. 134 (2020)
Jin Xiao, Yuhang Tian, Ling Xie, Xiaoyi Jiang, Jing Huang
A Hybrid Classification Framework Based on Clustering. IEEE Trans. Ind. Informatics 16 (4) (2020)
Augusto César Monteiro Silva, Nina S. T. Hirata, Xiaoyi Jiang
Skeletal Similarity based Structural Performance Evaluation for Document Binarization. ICFHR (2020)
Ramona Leenings, Nils Ralf Winter, Kelvin Sarink, Jan Ernsting, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
The PHOTON Wizard - Towards Educational Machine Learning Code Generators. CoRR (2020)
Jiaqi Zhang, Xiaoyi Jiang
Improved Computation of Affine Dynamic Time Warping. APPIS (2020)
Lixiang Xu, Xiaofeng Wang, Lu Bai, Jin Xiao, Qi Liu, Enhong Chen, Xiaoyi Jiang, Bin Luo
Probabilistic SVM classifier ensemble selection based on GMDH-type neural network. Pattern Recognit. 106 (2020)
Andreas Nienkötter, Xiaoyi Jiang
A lower bound for generalized median based consensus learning using kernel-induced distance functions. Pattern Recognit. Lett. 140 (2020)
Jin Xiao, Yanlin Jia, Xiaoyi Jiang, Shouyang Wang
Circular Complex-Valued GMDH-Type Neural Network for Real-Valued Classification Problems. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz, Vincent Holstein, Jan Ernsting, Jakob Steenweg, Julian Gebker, Kelvin Sarink, Daniel Emden, Dominik Grotegerd, Nils Opel, Benjamin Risse, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
PHOTON - A Python API for Rapid Machine Learning Model Development. CoRR (2020)
Sören Klemm, Robin Rexeisen, Walter Stummer, Xiaoyi Jiang, Markus Holling
A video processing pipeline for intraoperative analysis of cerebral blood flow. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8 (4) (2020)
Jiangchang Xu, Shiming Wang, Zijie Zhou, Jiannan Liu, Xiaoyi Jiang, Xiaojun Chen
Automatic CT image segmentation of maxillary sinus based on VGG network and improved V-Net. Int. J. Comput. Assist. Radiol. Surg. 15 (9) (2020)
Liang Zhang, Jian-Zhou Zhang, Xiaoyi Jiang, Biao Liang
Error Correctable Hand-Eye Calibration for Stripe-Laser Vision-Guided Robotics. IEEE Trans. Instrum. Meas. 69 (10) (2020)
Qichang Sun, Yongfeng Mai, Rong Yang, Tong Ji, Xiaoyi Jiang, Xiaojun Chen
Fast and accurate online calibration of optical see-through head-mounted display for AR-based surgical navigation using Microsoft HoloLens. Int. J. Comput. Assist. Radiol. Surg. 15 (11) (2020)
Sergio Cebollada, Luis Payá, David Valiente, Xiaoyi Jiang, Óscar Reinoso
An Evaluation between Global Appearance Descriptors based on Analytic Methods and Deep Learning Techniques for Localization in Autonomous Mobile Robots. ICINCO (2) (2019)
Xu Chen, Yiqun Hu, Zhihong Zhang, Beizhan Wang, Lichi Zhang, Fei Shi, Xinjian Chen, Xiaoyi Jiang
A graph-based approach to automated EUS image layer segmentation and abnormal region detection. Neurocomputing 336 (2019)
Shane O'Sullivan, Zulfiqur Ali, Xiaoyi Jiang, Reza Abdolvand, M. Selim Ünlü, Hugo Plácido da Silva, Justin T. Baca, Brian N. Kim, Simon Scott, Mohammed Imran Sajid, Sina Moradian, Hakhamanesh Mansoorzare, Andreas Holzinger
Developments in Transduction, Connectivity and AI/Machine Learning for Point-of-Care Testing. Sensors 19 (8) (2019)
Claas Flint, Micah Cearns, Nils Opel, Ronny Redlich, David M. A. Mehler, Daniel Emden, Nils R. Winter, Ramona Leenings, Simon B. Eickhoff, Tilo Kircher, Axel Krug, Igor Nenadic, Volker Arolt, Scott Clark, Bernhard T. Baune, Xiaoyi Jiang, Udo Dannlowski, Tim Hahn
Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression. CoRR (2019)
Claas Flint, Katharina Förster, Sophie A. Koser, Carsten Konrad, Pienie Zwitserlood, Klaus Berger, Marco Hermesdorf, Tilo Kircher, Igor Nenadic, Axel Krug, Bernhard T. Baune, Katharina Dohm, Ronny Redlich, Nils Opel, Tim Hahn, Xiaoyi Jiang, Udo Dannlowski, Dominik Grotegerd
Biological sex classification with structural MRI data shows increased misclassification in transgender women. CoRR (2019)
Tim Michels, Dimitri Berh, Xiaoyi Jiang
An RJMCMC-Based Method for Tracking and Resolving Collisions of Drosophila Larvae. IEEE ACM Trans. Comput. Biol. Bioinform. 16 (2) (2019)
Sagad Hamid, Adrian Derstroff, Sören Klemm, Quynh Quang Ngo, Xiaoyi Jiang, Lars Linsen
Visual Ensemble Analysis to Study the Influence of Hyper-parameters on Training Deep Neural Networks. MLVis@EuroVis (2019)
Dominik Drees, Aaron Scherzinger, Xiaoyi Jiang
GERoMe-a Method for Evaluating Stability of Graph Extraction Algorithms Without Ground Truth. IEEE Access 7 (2019)
Sören Klemm, Robin D. Ortkemper, Xiaoyi Jiang
Deploying Deep Learning into Practice: A Case Study on Fundus Segmentation. MIUA (2019)
Lixiang Xu, Xiaoyi Jiang, Lu Bai, Jin Xiao, Bin Luo
A hybrid reproducing graph kernel based on information entropy. Pattern Recognit. 73 (2018)
Xiaoyi Jiang
Biomedical Imaging - Challenges and Potentials. ICPRAM (2018)
Aaron Scherzinger, Philipp Hugenroth, Marike Rüder, Sven Bogdan, Xiaoyi Jiang
Multi-class Cell Segmentation Using CNNs with F _1 -measure Loss Function. GCPR (2018)
Sören Klemm, Xiaoyi Jiang, Benjamin Risse
Deep Distance Transform to Segment Visually Indistinguishable Merged Objects. GCPR (2018)
Olga Valenzuela, Xiaoyi Jiang, Antonio Carrillo, Ignacio Rojas
Multi-Objective Genetic Algorithms to Find Most Relevant Volumes of the Brain Related to Alzheimer's Disease and Mild Cognitive Impairment. Int. J. Neural Syst. 28 (9) (2018)
Lili Mo, Ling Xie, Xiaoyi Jiang, Ge-Er Teng, Lixiang Xu, Jin Xiao
GMDH-based hybrid model for container throughput forecasting: Selective combination forecasting in nonlinear subseries. Appl. Soft Comput. 62 (2018)
Sören Klemm, Aaron Scherzinger, Dominik Drees, Xiaoyi Jiang
Barista - a Graphical Tool for Designing and Training Deep Neural Networks. CoRR (2018)
Dimitri Berh, Aaron Scherzinger, Nils Otto, Xiaoyi Jiang, Christian Klämbt, Benjamin Risse
pupae. Comput. Biol. Medicine 93 (2018)
Dominik Drees, Aaron Scherzinger, Xiaoyi Jiang
GERoMe - A Novel Graph Extraction Robustness Measure. GbRPR (2017)
Ang Bian, Aaron Scherzinger, Xiaoyi Jiang
An Enhanced Multi-label Random Walk for Biomedical Image Segmentation Using Statistical Seed Generation. ACIVS (2017)
Benjamin Risse, Nils Otto, Dimitri Berh, Xiaoyi Jiang, Matthias Kiel, Christian Klämbt
: Multicolor, Multipurpose Imaging System to Manipulate and Analyze Animal Behavior. IEEE Trans. Biomed. Eng. 64 (3) (2017)
Jan Roters, Xiaoyi Jiang
FestGPU: a framework for fast robust estimation on GPU. J. Real Time Image Process. 13 (4) (2017)
Carlos Francisco Moreno-García, Francesc Serratosa, Xiaoyi Jiang
An Edit Distance Between Graph Correspondences. GbRPR (2017)
Klaus Broelemann, Xiaoyi Jiang, Sudipto Mukherjee, Ananda S. Chowdhury
Variants of k-regular nearest neighbor graph and their construction. Inf. Process. Lett. 126 (2017)
Jin Xiao, Hanwen Cao, Xiaoyi Jiang, Xin Gu, Ling Xie
GMDH-based semi-supervised feature selection for customer classification. Knowl. Based Syst. 132 (2017)
Dimitri Berh, Benjamin Risse, Tim Michels, Nils Otto, Xiaoyi Jiang, Christian Klämbt
An FIM-Based Long-Term In-Vial Monitoring System for Drosophila Larvae. IEEE Trans. Biomed. Eng. 64 (8) (2017)
Benjamin Risse, Dimitri Berh, Nils Otto, Christian Klämbt, Xiaoyi Jiang
FIMTrack: An open source tracking and locomotion analysis software for small animals. PLoS Comput. Biol. 13 (5) (2017)
Aaron Scherzinger, Sören Klemm, Dimitri Berh, Xiaoyi Jiang
CNN-Based Background Subtraction for Long-Term In-Vial FIM Imaging. CAIP (1) (2017)
Robert Seifert, Aaron Scherzinger, Friedemann Kiefer, Sven Hermann, Xiaoyi Jiang, Michael Schäfers
Statistical Permutation-based Artery Mapping (SPAM): a novel approach to evaluate imaging signals in the vessel wall. BMC Medical Imaging 17 (1) (2017)
Ang Bian, Xiaoyi Jiang
T-Test Based Adaptive Random Walk Segmentation Under Multiplicative Speckle Noise Model. ACCV Workshops (2) (2016)
Jin Xiao, Xiaoyi Jiang, Changzheng He, Ge-Er Teng
Churn Prediction in Customer Relationship Management via GMDH-Based Multiple Classifiers Ensemble. IEEE Intell. Syst. 31 (2) (2016)
Klaus Broelemann, Xiaoyi Jiang, Angela Schwering
Automatic understanding of sketch maps using context-aware classification. Expert Syst. Appl. 45 (2016)
Ge-Er Teng, Changzheng He, Jin Xiao, Yue He, Bing Zhu, Xiaoyi Jiang
Cluster ensemble framework based on the group method of data handling. Appl. Soft Comput. 43 (2016)
Thomas Wiesemann, Xiaoyi Jiang
Fog Augmentation of Road Images for Performance Analysis of Traffic Sign Detection Algorithms. ACIVS (2016)
Andreas Nienkötter, Xiaoyi Jiang
Distance-preserving vector space embedding for the closest string problem. ICPR (2016)
Andreas Nienkötter, Xiaoyi Jiang
Improved Prototype Embedding Based Generalized Median Computation by Means of Refined Reconstruction Methods. S+SSPR (2016)
Ang Bian, Xiaoyi Jiang
Statistical Modeling Based Adaptive Parameter Setting for Random Walk Segmentation. ACIVS (2016)
Aaron Scherzinger, Florian Kleene, Cathrin Dierkes, Friedemann Kiefer, Klaus H. Hinrichs, Xiaoyi Jiang
Automated Segmentation of Immunostained Cell Nuclei in 3D Ultramicroscopy Images. GCPR (2016)
Yannik Siegert, Xiaoyi Jiang, Volker Krieg, Sebastian Bartholomäus
Classification-Based Record Linkage With Pseudonymized Data for Epidemiological Cancer Registries. IEEE Trans. Multim. 18 (10) (2016)
Tadashi Araki, Nobutaka Ikeda, Nilanjan Dey, Sayan Chakraborty, Luca Saba, Dinesh Kumar, Elisa Cuadrado Godia, Xiaoyi Jiang, Ajay Gupta, Petia Radeva, John R. Laird, Andrew Nicolaides, Jasjit S. Suri
A comparative approach of four different image registration techniques for quantitative assessment of coronary artery calcium lesions using intravascular ultrasound. Comput. Methods Programs Biomed. 118 (2) (2015)
Michael Schmeing, Xiaoyi Jiang
Faithful Disocclusion Filling in Depth Image Based Rendering Using Superpixel-Based Inpainting. IEEE Trans. Multim. 17 (12) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaoyi Jiang