Jiong Zhang

Orcid: 0000-0002-1922-9118

According to our database1, Jiong Zhang authored at least 111 papers between 1999 and 2024.

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Bibliography

2024
A Novel Fuzzy Echo State Broad Learning System for Surface Roughness Virtual Metrology.
IEEE Trans. Ind. Informatics, March, 2024

Interpolation-based virtual sample generation for surface roughness prediction.
J. Intell. Manuf., January, 2024

PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

2023
Material Removal Rate Prediction Based on Broad Echo State Learning System for Magnetically Driven Internal Finishing.
IEEE Trans. Ind. Informatics, May, 2023

MSE-Fusion: Weakly supervised medical image fusion with modal synthesis and enhancement.
Eng. Appl. Artif. Intell., March, 2023

Automatic choroid layer segmentation in OCT images via context efficient adaptive network.
Appl. Intell., March, 2023

AV-casNet: Fully Automatic Arteriole-Venule Segmentation and Differentiation in OCT Angiography.
IEEE Trans. Medical Imaging, February, 2023

Rail Surface Defect Detection Through Bimodal RSDINet and Three-Branched Evidential Fusion.
IEEE Trans. Instrum. Meas., 2023

Erratum to ' Anomaly Segmentation in Retinal Images with Possion-Blending Data Augmentation' [Medical Image Analysis 81 (2022) 102534].
Medical Image Anal., 2023

Dual-Path and Multi-Scale Enhanced Attention Network for Retinal Diseases Classification Using Ultra-Wide-Field Images.
IEEE Access, 2023

Uncertainty Quantification for Extreme Classification.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Privileged Modality Guided Network for Retinal Vessel Segmentation in Ultra-Wide-Field Images.
Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

Shape-Aware 3D Small Vessel Segmentation with Local Contrast Guided Attention.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

RBGNet: Reliable Boundary-Guided Segmentation of Choroidal Neovascularization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Structure Constrained Diffusion Models for Pterygium Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Representer Point Selection for Explaining Regularized High-dimensional Models.
Proceedings of the International Conference on Machine Learning, 2023

PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation.
Proceedings of the International Conference on Machine Learning, 2023

Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

A Hybrid Supervised Fusion Deep Learning Framework for Microscope Multi-Focus Images.
Proceedings of the Advances in Computer Graphics, 2023

SPC-Net: Structure-Aware Pixel-Level Contrastive Learning Network for OCTA A/V Segmentation and Differentiation.
Proceedings of the Advances in Computer Graphics, 2023

2022
Multi-Scale Pathological Fluid Segmentation in OCT With a Novel Curvature Loss in Convolutional Neural Network.
IEEE Trans. Medical Imaging, 2022

DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity.
IEEE Trans. Medical Imaging, 2022

Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning.
IEEE Trans. Medical Imaging, 2022

Sparse-Based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction.
IEEE J. Biomed. Health Informatics, 2022

Anomaly segmentation in retinal images with poisson-blending data augmentation.
Medical Image Anal., 2022

Uncertainty-guided graph attention network for parapneumonic effusion diagnosis.
Medical Image Anal., 2022

PECOS: Prediction for Enormous and Correlated Output Spaces.
J. Mach. Learn. Res., 2022

Research of Self-Attention in Image Segmentation.
J. Inf. Technol. Res., 2022

Research on an Interactive Question Answering System of Artificial Intelligence Customer Service Based on Word2Vec.
Int. J. e Collab., 2022

Uncertainty in Extreme Multi-label Classification.
CoRR, 2022

Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning.
CoRR, 2022

KDE-GAN: A multimodal medical image-fusion model based on knowledge distillation and explainable AI modules.
Comput. Biol. Medicine, 2022

Relevance under the Iceberg: Reasonable Prediction for Extreme Multi-label Classification.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

NerveFormer: A Cross-Sample Aggregation Network for Corneal Nerve Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

PECOS: Prediction for Enormous and Correlated Output Spaces.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction.
Proceedings of the Tenth International Conference on Learning Representations, 2022

DeLashNet: A Deep Network for Eyelash Artifact Removal in Ultra-Wide-Field Fundus Images.
Proceedings of the 2022 The 5th International Conference on Control and Computer Vision, 2022

Topology-Aware Learning for Semi-supervised Cross-domain Retinal Artery/Vein Classification.
Proceedings of the Advances in Computer Graphics, 2022

2021
Structure and Illumination Constrained GAN for Medical Image Enhancement.
IEEE Trans. Medical Imaging, 2021

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
IEEE Trans. Medical Imaging, 2021

A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video.
IEEE J. Biomed. Health Informatics, 2021

Angle-closure assessment in anterior segment OCT images via deep learning.
Medical Image Anal., 2021

Multimodal Medical Image Fusion Based on Gabor Representation Combination of Multi-CNN and Fuzzy Neural Network.
IEEE Access, 2021

Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

Personalized Matching and Analysis of Cortical Folding Patterns via Patch-Based Intrinsic Brain Mapping.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Cross-Domain Depth Estimation Network for 3D Vessel Reconstruction in OCT Angiography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Dynamic Sub-graph Learning for Patch-Based Cortical Folding Classification.
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021

Extreme Multi-label Learning for Semantic Matching in Product Search.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

An Effective Outlier Detection Method for EAF Based on an Iterative Heterogeneous Ensemble.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

3D Vessel Reconstruction In Oct-Angiography Via Depth Map Estimation.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy".
IEEE Trans. Medical Imaging, 2020

Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy.
IEEE Trans. Medical Imaging, 2020

3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images.
IEEE Trans. Medical Imaging, 2020

Automated Deformation-Based Analysis of 3D Optical Coherence Tomography in Diabetic Retinopathy.
IEEE Trans. Medical Imaging, 2020

3D Retinal Vessel Density Mapping With OCT-Angiography.
IEEE J. Biomed. Health Informatics, 2020

Time-optimal tool motion planning with tool-tip kinematic constraints for robotic machining of sculptured surfaces.
Robotics Comput. Integr. Manuf., 2020

Smart recovery decision-making of used industrial equipment for sustainable manufacturing: belt lifter case study.
J. Intell. Manuf., 2020

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model.
CoRR, 2020

Trajectory Grouping with Curvature Regularization for Tubular Structure Tracking.
CoRR, 2020

The Systematic Thinking Ability of Hardware/Software Co-design using FPGA.
Proceedings of the IEEE Frontiers in Education Conference, 2020

2019
Minimal Paths for Tubular Structure Segmentation With Coherence Penalty and Adaptive Anisotropy.
IEEE Trans. Image Process., 2019

A fully automated pipeline of extracting biomarkers to quantify vascular changes in retina-related diseases.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019

AutoAssist: A Framework to Accelerate Training of Deep Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

3D Surface-Based Geometric and Topological Quantification of Retinal Microvasculature in OCT-Angiography via Reeb Analysis.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Transforming knowledge into intelligence The research on Wisdom Class Teaching Theory and Practice.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Study of Engineering-Oriented Teaching Method in C Programming Course based on Emerging Engineering Education.
Proceedings of the IEEE Frontiers in Education Conference, 2019

Extreme Stochastic Variational Inference: Distributed Inference for Large Scale Mixture Models.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

OCR-based aircraft maintenance report data structuring.
Proceedings of the AISS 2019: 2019 International Conference on Advanced Information Science and System, 2019

2018
Retinal Microaneurysms Detection Using Local Convergence Index Features.
IEEE Trans. Image Process., 2018

Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images.
IEEE Trans. Biomed. Eng., 2018

Privacy Preserving Scheme for Location Based Services Using Cryptographic Approach.
Proceedings of the 2018 IEEE Symposium on Privacy-Aware Computing, 2018

Learning Long Term Dependencies via Fourier Recurrent Units.
Proceedings of the 35th International Conference on Machine Learning, 2018

Stabilizing Gradients for Deep Neural Networks via Efficient SVD Parameterization.
Proceedings of the 35th International Conference on Machine Learning, 2018

Turned from knowledge-based to innovation-based: Introduction of Emerging Engineering Education in China.
Proceedings of the IEEE Frontiers in Education Conference, 2018

2017
Retinal vessel delineation using a brain-inspired wavelet transform and random forest.
Pattern Recognit., 2017

Retinal Microaneurysms Detection using Local Convergence Index Features.
CoRR, 2017

Retrieving challenging vessel connections in retinal images by line co-occurrence statistics.
Biol. Cybern., 2017

A Comparative Study Towards the Establishment of an Automatic Retinal Vessel Width Measurement Technique.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Retinal health information and notification system (RHINO).
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

VREX: Virtual reality education expansion could help to improve the class experience (VREX platform and community for VR based education).
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

Scalable Convex Multiple Sequence Alignment via Entropy-Regularized Dual Decomposition.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores.
IEEE Trans. Medical Imaging, 2016

Brain-inspired algorithms for retinal image analysis.
Mach. Vis. Appl., 2016

Application of a Parallel FSM Parsing Algorithm for Web Engines.
Proceedings of the Smart Computing and Communication, 2016

An Optimized RM Algorithm by Task Affinity on Multi-Core Processor.
Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

MOOE: A new online education mode: Virtual simulation experiment MOOE platform for FPGA.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

Real-Time Scheduling for Periodic Tasks in Homogeneous Multi-core System with Minimum Execution Time.
Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

2015
Biologically-Inspired Supervised Vasculature Segmentation in SLO Retinal Fundus Images.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
Numerical Approaches for Linear Left-invariant Diffusions on SE(2), their Comparison to Exact Solutions, and their Applications in Retinal Imaging.
CoRR, 2014

2013
An Efficient Multicore Based Parallel Computing Approach for TSP Problems.
Proceedings of the Ninth International Conference on Semantics, Knowledge and Grids, 2013

2012
I/O Behavior Characterizing and Predicting of Virtualization Workloads.
J. Comput., 2012

A Simple Derivation to Implement Tracking Distributions.
Proceedings of the VISAPP 2012, 2012

Enhance Virtualized HPC System Based on I/O Behavior Perception and Asymmetric Scheduling.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

2010
A MATLAB program for 1D strain rate inversion.
Comput. Geosci., 2010

I/O scheduling model of virtual machine based on multi-core dynamic partitioning.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

PCFS: Power Credit Based Fair Scheduler Under DVFS for Muliticore Virtualization Platform.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

2009
Multi-core and VMM Based Non-interference Test Method of Embedded System Software.
Proceedings of the International Conference on Scalable Computing and Communications / Eighth International Conference on Embedded Computing, 2009

Adaptive Hardware Real-Time Task Scheduler of Multi-Core ATPA Environment.
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2009

A New Application-Tuned Processor Architecture for High-Performance Reconfigurable Computing.
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2009

2008
Random-Forests-Based Network Intrusion Detection Systems.
IEEE Trans. Syst. Man Cybern. Part C, 2008

2006
Anomaly Based Network Intrusion Detection with Unsupervised Outlier Detection.
Proceedings of IEEE International Conference on Communications, 2006

A Hybrid Network Intrusion Detection Technique Using Random Forests.
Proceedings of the The First International Conference on Availability, 2006

2005
Network Intrusion Detection using Random Forests.
Proceedings of the Third Annual Conference on Privacy, 2005

2001
Abstracting human control strategy in projecting light source.
IEEE Trans. Inf. Technol. Biomed., 2001

1999
Modeling of Human Strategy in Controlling Light Source.
Proceedings of the 1999 IEEE International Conference on Robotics and Automation, 1999


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