Zhijun Fang

Orcid: 0000-0001-8563-5678

Affiliations:
  • Donghua University, School of Computer Science and Technology, Shanghai, China
  • Shanghai University of Engineering Science, School of Electronic and Electrical Engineering, Shanghai, China
  • Jiangxi University of Finance & Economics, School of Information Technology, Nanchang, China
  • Shanghai Jiao Tong University, Institute of Image Communication and Information Processing, Shanghai, China (PhD)


According to our database1, Zhijun Fang authored at least 183 papers between 2004 and 2026.

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Bibliography

2026
KGFR: Knowledge-infused GraphFuseRec - a dual-channel graph fusion recommender for industrial expert systems.
Appl. Intell., April, 2026

Entity completion for industrial knowledge graph based on zero-shot learning.
Data Min. Knowl. Discov., February, 2026

Enhancing lightweight image super-resolution with hybrid convolution and attention.
Pattern Recognit. Lett., 2026

MIMAR-OSA: Enhancing obstructive sleep apnea diagnosis through multimodal data integration and missing modality reconstruction.
Pattern Recognit., 2026

Large-scale generative dataset, benchmark, and edge-empowered transformer for crack detection.
Inf. Sci., 2026

Optimizing knowledge reasoning with combined graph neural networks and large language models.
Neurocomputing, 2026

Continual few-shot relation extraction via multi-task balanced dual-branch network.
Neurocomputing, 2026

HgCA: Hypergraph neural network with cross-attention for point cloud analysis.
Neurocomputing, 2026

Multigranularity-3DQA: Dynamic multi-granularity perception and gated dual-stage encoder-decoder for 3D question answering.
Expert Syst. Appl., 2026

Towards point cloud geometry compression via global-local and multi-scale feature learning.
Digit. Signal Process., 2026

Towards LiDAR point cloud geometry compression using rate-distortion optimization and adaptive quantization for human-machine vision.
Displays, 2026

Three-dimensional visualization of X-ray micro-CT with large-scale datasets: Efficiency and accuracy for real-time interaction.
Comput. Sci. Rev., 2026

Through-the-Earth Magnetic Induction Communication and Networking: A Comprehensive Survey.
IEEE Commun. Surv. Tutorials, 2026

Semantic Feedback-Based RAG for Radiology Report Generation.
Big Data Min. Anal., 2026

Generating Sketches in a Hierarchical Auto-Regressive Process for Flexible Sketch Drawing Manipulation at Stroke-Level.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Evaluating Dataset Watermarking for Fine-tuning Traceability of Customized Diffusion Models: A Comprehensive Benchmark and Removal Approach.
CoRR, November, 2025

IGES-RCI: Improved Greedy Equivalence Search and Recursive Causal Inference for Industrial Equipment Failure Prediction.
IEEE Trans. Knowl. Data Eng., October, 2025

Depth-guided color correction and multi-scale Retinex network for underwater image enhancement.
Vis. Comput., September, 2025

Human-object interaction detection based on adaptive contrastive learning and class-specific feature enhancement.
Appl. Intell., August, 2025

ECKT: enhancing cross-task knowledge transfer in continual few-shot relation extraction.
J. Supercomput., June, 2025

MSCC-RetNet: a multi-scale color corrected retinex network for underwater image enhancement.
Multim. Syst., June, 2025

Decoupled Geometric Parameterization and its Application in Deep Homography Estimation.
CoRR, May, 2025

An end-to-end audio classification framework with diverse features for obstructive sleep apnea-hypopnea syndrome diagnosis.
Appl. Intell., April, 2025

CLIP guided image caption decoding based on monte carlo tree search.
Multim. Syst., February, 2025

Enhanced side information fusion framework for sequential recommendation.
Int. J. Mach. Learn. Cybern., February, 2025

LCS4: Linear Complexity State-Space Transformers With Multiscale Overlapping Scans for Efficient Semantic Segmentation.
IEEE Trans. Instrum. Meas., 2025

Semantic and Saliency-Aware Scalable Image Coding Toward Human-Machine Collaboration.
IEEE Trans. Circuits Syst. Video Technol., 2025

Fully exploring object relation interaction and hidden state attention for video captioning.
Pattern Recognit., 2025

Learning prototypes from background and latent objects for few-shot semantic segmentation.
Knowl. Based Syst., 2025

Liver cancer knowledge graph construction based on dynamic entity replacement and masking strategies RoBERTa-wwm-large-BiLSTM-CRF model with clinical Chinese EMRs.
Frontiers Artif. Intell., 2025

A Chinese question and answer system for liver cancer based on knowledge graph and large language mode.
Frontiers Artif. Intell., 2025

Dual flow reverse distillation for unsupervised anomaly detection.
Digit. Signal Process., 2025

Adaptive frequency selection network for low-light image enhancement.
Displays, 2025

Equipping sketch patches with context-aware positional encoding for graphic sketch representation.
Comput. Vis. Image Underst., 2025

Learning Basis Fonts on a Hypersphere to Guide Gated Content Features Fusion for Few-Shot Font Generation.
Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Inverse Farthest Point Sampling (IFPS): A Universal and Hierarchical Shell Representation for Discrete Data.
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

Texlivernet: Leveraging Medical Knowledge and Spatial-Frequency Perception for Enhanced Liver Tumor Segmentation.
Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

Adversarial Learning Based Error Detection for Industrial Knowledge Graphs.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2025

MST-SGAN-KGQA: An Approach for Industrial Knowledge Graph Quality Assessment.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2025

A Dual-Agent Framework for Condition-Based Maintenance of Production Systems.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2025

Sparse-view 3D Open-vocabulary Gaussian Splatting via Collaborative Contrastive Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Learning Adaptive Basis Fonts to Fuse Content Features for Few-Shot Font Generation.
Proceedings of the Computational Visual Media - 13th International Conference, 2025

2024
Adaptive multimodal prompt for human-object interaction with local feature enhanced transformer.
Appl. Intell., December, 2024

Fast-Fading Channel and Power Optimization of the Magnetic Inductive Cellular Network.
IEEE Trans. Wirel. Commun., October, 2024

Monocular Depth and Ego-motion Estimation with Scale Based on Superpixel and Normal Constraints.
ACM Trans. Multim. Comput. Commun. Appl., October, 2024

Dual-stream multi-label image classification model enhanced by feature reconstruction.
Multim. Syst., October, 2024

A pyramid Gaussian pooling based CNN and transformer hybrid network for smoke segmentation.
IET Image Process., October, 2024

Cluster knowledge-driven vertical federated learning.
J. Supercomput., September, 2024

TV-Net: A Structure-Level Feature Fusion Network Based on Tensor Voting for Road Crack Segmentation.
IEEE Trans. Intell. Transp. Syst., June, 2024

Fast Video-Based Point Cloud Compression Based on Early Termination and Transformer Model.
IEEE Trans. Emerg. Top. Comput. Intell., June, 2024

Self-Enhanced Attention for Image Captioning.
Neural Process. Lett., April, 2024

Entity alignment based on informative neighbor sampling and multi-embedding graph matching.
Multim. Tools Appl., April, 2024

F-SCP: An automatic prompt generation method for specific classes based on visual language pre-training models.
Pattern Recognit., March, 2024

Self-Supervised Learning of Depth and Ego-Motion for 3D Perception in Human Computer Interaction.
ACM Trans. Multim. Comput. Commun. Appl., February, 2024

SparseFusion3D: Sparse Sensor Fusion for 3D Object Detection by Radar and Camera in Environmental Perception.
IEEE Trans. Intell. Veh., January, 2024

EFN6D: an efficient RGB-D fusion network for 6D pose estimation.
J. Ambient Intell. Humaniz. Comput., January, 2024

A lightweight RGB superposition effect adjustment network for low-light image enhancement and denoising.
Eng. Appl. Artif. Intell., January, 2024

A Multiscale Coarse-to-Fine Human Pose Estimation Network With Hard Keypoint Mining.
IEEE Trans. Syst. Man Cybern. Syst., 2024

Enhancing Few-Shot Out-of-Distribution Detection With Pre-Trained Model Features.
IEEE Trans. Image Process., 2024

Occupancy map-based low complexity motion prediction for video-based point cloud compression.
J. Vis. Commun. Image Represent., 2024

High-resolution enhanced cross-subspace fusion network for light field image superresolution.
Displays, 2024

Liver Cancer Knowledge Graph Construction based on dynamic entity replacement and masking strategies RoBERTa-BiLSTM-CRF model.
CoRR, 2024

Distribution-aware Noisy-label Crack Segmentation.
CoRR, 2024

Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory.
CoRR, 2024

G-K BertDTA: A graph representation learning and semantic embedding-based framework for drug-target affinity prediction.
Comput. Biol. Medicine, 2024

G-MBRMD: Lightweight liver segmentation model based on guided teaching with multi-head boundary reconstruction mapping distillation.
Comput. Biol. Medicine, 2024

Dynamic Convolution Based Intelligent Algorithm for YOLOv5 Underwater Target Detection.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2024

A Medical Image Segmentation Method based on Multi-scale Features and Contour Loss Constrain (S).
Proceedings of the 36th International Conference on Software Engineering and Knowledge Engineering, 2024

Taming Diffusion for Fashion Clothing Generation with Versatile Condition.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Generalized Correspondence Matching via Flexible Hierarchical Refinement and Patch Descriptor Distillation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

LiDUT-Depth: A Lightweight Self-supervised Depth Estimation Model Featuring Dynamic Upsampling and Triplet Loss Optimization.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

Multi-modal Scene Global Fusion Framework for Enhanced Depth Estimation.
Proceedings of the Neural Information Processing - 31st International Conference, 2024

Enhanced Action Quality Assessment with Dual-Stream Pose and Video Feature Integration.
Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

2023
Data heterogeneous federated learning algorithm for industrial entity extraction.
Displays, December, 2023

GsNeRF: Fast novel view synthesis of dynamic radiance fields.
Comput. Graph., November, 2023

Online object-level SLAM with dual bundle adjustment.
Appl. Intell., November, 2023

A lightweight network for smoke semantic segmentation.
Pattern Recognit., May, 2023

An effective CNN and Transformer complementary network for medical image segmentation.
Pattern Recognit., April, 2023

LFT-Net: Local Feature Transformer Network for Point Clouds Analysis.
IEEE Trans. Intell. Transp. Syst., February, 2023

An angular shrinkage BERT model for few-shot relation extraction with none-of-the-above detection.
Pattern Recognit. Lett., February, 2023

Corrigendum to "Single-image deraining via a Recurrent Memory Unit Network" [Knowl.-Based Syst. 218 (2021) 106832].
Knowl. Based Syst., February, 2023

Joint Optimization of Depth and Ego-Motion for Intelligent Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst., 2023

Variable Rate Point Cloud Geometry Compression Method.
Sensors, 2023

Heterogeneous graph convolutional neural network for short text classification.
Int. J. Intell. Syst. Technol. Appl., 2023

MFNCA: Multi-level Fusion Network Based on Cross Attention for 3D Point Cloud Object Detection.
Proceedings of the Digital Multimedia Communications, 2023

Perceptual Blind Panoramic Image Quality Assessment Based on Super-Pixel.
Proceedings of the Digital Multimedia Communications, 2023

Depth Estimation of Multi-Modal Scene Based on Multi-Scale Modulation.
Proceedings of the IEEE International Conference on Image Processing, 2023

Expert Recommendation Method for Fault Maintenance Based On Industrial Manufacturing Knowledge.
Proceedings of the IEEE International Conference on Data Mining, 2023

Gram-based Attentive Neural Ordinary Differential Equations Network for Video Nystagmography Classification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Depth Estimation Using a Self-Supervised Network Based on Cross-Layer Feature Fusion and the Quadtree Constraint.
IEEE Trans. Circuits Syst. Video Technol., 2022

Unsupervised Monocular Visual Odometry for Fast-Moving Scenes Based on Optical Flow Network with Feature Point Matching Constraint.
Sensors, 2022

High Accuracy Motion Detection Algorithm via ISM Band FMCW Radar.
Remote. Sens., 2022

A sparse graph wavelet convolution neural network for video-based person re-identification.
Pattern Recognit., 2022

An anisotropic non-local attention network for image segmentation.
Mach. Vis. Appl., 2022

Aspect-level sentiment analysis with aspect-specific context position information.
Knowl. Based Syst., 2022

A model-based hybrid soft actor-critic deep reinforcement learning algorithm for optimal ventilator settings.
Inf. Sci., 2022

An end-to-end deep learning model for robust smooth filtering identification.
Future Gener. Comput. Syst., 2022

Pyramid Channel Attention Combined Adaptive Multi-column Network for SISR.
Proceedings of the Digital Multimedia Communications - The 19th International Forum, 2022

Deep Flow-Guided Video Dehazing Based on Multi-scale Recurrent Network.
Proceedings of the Digital Multimedia Communications - The 19th International Forum, 2022

2021
Joint Design of Beamforming and Edge Caching in Fog Radio Access Networks.
Secur. Commun. Networks, 2021

Photometric transfer for direct visual odometry.
Knowl. Based Syst., 2021

Single-image deraining via a Recurrent Memory Unit Network.
Knowl. Based Syst., 2021

3D reconstruction with auto-selected keyframes based on depth completion correction and pose fusion.
J. Vis. Commun. Image Represent., 2021

Line-based visual odometry using local gradient fitting.
J. Vis. Commun. Image Represent., 2021

Joint blind image deblurring and super-resolution via double-branch projection feedback network.
J. Electronic Imaging, 2021

DFBDehazeNet: an end-to-end dense feedback network for single image dehazing.
J. Electronic Imaging, 2021

Imbalanced Data Classification Algorithm Based on Clustering and SVM.
J. Circuits Syst. Comput., 2021

A novel IoT network intrusion detection approach based on Adaptive Particle Swarm Optimization Convolutional Neural Network.
Inf. Sci., 2021

Multi-modal 3D object detection by 2D-guided precision anchor proposal and multi-layer fusion.
Appl. Soft Comput., 2021

SAT-Net: a side attention network for retinal image segmentation.
Appl. Intell., 2021

Automatic coronary artery segmentation algorithm based on deep learning and digital image processing.
Appl. Intell., 2021

PointFusionNet: Point feature fusion network for 3D point clouds analysis.
Appl. Intell., 2021

An efficient attention module for 3d convolutional neural networks in action recognition.
Appl. Intell., 2021

Point AE-DCGAN: A deep learning model for 3D point cloud lossy geometry compression.
Proceedings of the 31st Data Compression Conference, 2021

2020
Adversarial Learning for Joint Optimization of Depth and Ego-Motion.
IEEE Trans. Image Process., 2020

Salient Object Detection by Spatiotemporal and Semantic Features in Real-Time Video Processing Systems.
IEEE Trans. Ind. Electron., 2020

Feature fusion network based on attention mechanism for 3D semantic segmentation of point clouds.
Pattern Recognit. Lett., 2020

Nested rings: a simple scalable ring-based ROADM structure for neural application computing in mega datacenters.
Neural Comput. Appl., 2020

Global decentralized output feedback control for interconnected time delay systems with saturated PI hysteresis.
J. Frankl. Inst., 2020

Segmentation of coronary arteries images using global feature embedded network with active contour loss.
Comput. Medical Imaging Graph., 2020

2019
Deep3DSaliency: Deep Stereoscopic Video Saliency Detection Model by 3D Convolutional Networks.
IEEE Trans. Image Process., 2019

Unsupervised learning of depth estimation based on attention model and global pose optimization.
Signal Process. Image Commun., 2019

Real-Time Vehicle Make and Model Recognition with the Residual SqueezeNet Architecture.
Sensors, 2019

Road detection using cycle-consistent adversarial networks.
J. Electronic Imaging, 2019

DD-CycleGAN: Unpaired image dehazing via Double-Discriminator Cycle-Consistent Generative Adversarial Network.
Eng. Appl. Artif. Intell., 2019

SSL-Net: Point-Cloud Generation Network With Self-Supervised Learning.
IEEE Access, 2019

Coronary Arteries Segmentation Based on 3D FCN With Attention Gate and Level Set Function.
IEEE Access, 2019

Single Image Snow Removal via Composition Generative Adversarial Networks.
IEEE Access, 2019

An End-to-End Human Segmentation by Region Proposed Fully Convolutional Network.
IEEE Access, 2019

Unsupervised Learning of Depth and Ego-Motion with Spatial-Temporal Geometric Constraints.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

2018
Performance Analysis and Beamforming Designs of MIMO AF Relaying With Hardware Impairments.
IEEE Trans. Veh. Technol., 2018

Image salient regions encryption for generating visually meaningful ciphertext image.
Neural Comput. Appl., 2018

Exploiting abstract change pattern from code changes.
J. Intell. Fuzzy Syst., 2018

Gradient-based adaptive particle swarm optimizer with improved extremal optimization.
Appl. Intell., 2018

Advanced Visual Analyses for Smart and Autonomous Vehicles.
Adv. Multim., 2018

Depth Estimation of Video Sequences With Perceptual Losses.
IEEE Access, 2018

Data Fusion-Based Multi-Object Tracking for Unconstrained Visual Sensor Networks.
IEEE Access, 2018

Human Action Monitoring for Healthcare Based on Deep Learning.
IEEE Access, 2018

Teaching Assistant and Class Attendance Analysis Using Surveillance Camera.
Proceedings of the Digital TV and Multimedia Communication - 15th International Forum, 2018

2017
Optimized Multioperator Image Retargeting Based on Perceptual Similarity Measure.
IEEE Trans. Syst. Man Cybern. Syst., 2017

Fashion Evaluation Method for Clothing Recommendation Based on Weak Appearance Feature.
Sci. Program., 2017

Visual topic discovering, tracking and summarization from social media streams.
Multim. Tools Appl., 2017

A novel method for image segmentation using reaction-diffusion model.
Multidimens. Syst. Signal Process., 2017

Target re-identification based on adaptive incremental KISS measure learning.
Memetic Comput., 2017

Low-Light Image Enhancement Based on Guided Image Filtering in Gradient Domain.
Int. J. Digit. Multim. Broadcast., 2017

Emergent Techniques and Applications for Big Visual Data.
Int. J. Digit. Multim. Broadcast., 2017

Exploring finger vein based personal authentication for secure IoT.
Future Gener. Comput. Syst., 2017

A New Code Generation Method for Software Engineering: From Requirements Model to Source Code.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2017

Driver Fatigue Detection Using Multitask Cascaded Convolutional Networks.
Proceedings of the Intelligence Science I - Second IFIP TC 12 International Conference, 2017

Inter-camera tracking based on fully unsupervised online learning.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

A fast algorithm based on human visual system for abnormal event detection.
Proceedings of the International Conference on Computer, 2017

Availability Based Multiservice Delivery for Wireless Sensor Networks in Adversarial Environments.
Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016
Feedback Control Scheduling in Energy-Efficient and Thermal-Aware Data Centers.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Abnormal event detection in crowded scenes based on deep learning.
Multim. Tools Appl., 2016

High-order local ternary patterns with locality preserving projection for smoke detection and image classification.
Inf. Sci., 2016

A general effective rate control system based on matching measurement and inter-quantizer.
Inf. Sci., 2016

A mutual local-ternary-pattern based method for aligning differently exposed images.
Comput. Vis. Image Underst., 2016

A novel selective image encryption method based on saliency detection.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Camera self-calibration from tracking of moving persons.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015
No-Reference Quality Assessment of Contrast-Distorted Images Based on Natural Scene Statistics.
IEEE Signal Process. Lett., 2015

Visual acuity inspired saliency detection by using sparse features.
Inf. Sci., 2015

Real-time image smoke detection using staircase searching-based dual threshold AdaBoost and dynamic analysis.
IET Image Process., 2015

Combined estimation of camera link models for human tracking across nonoverlapping cameras.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Video Saliency Incorporating Spatiotemporal Cues and Uncertainty Weighting.
IEEE Trans. Image Process., 2014

Objective Quality Assessment for Image Retargeting Based on Structural Similarity.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2014

Learning visual saliency for stereoscopic images.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Multi-operator retargeting based on perceptual structural similarity.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
Fingerprint matching based on extreme learning machine.
Neural Comput. Appl., 2013

A saliency detection model based on sparse features and visual acuity.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012
PCA and FLD in DWT Domain.
Trans. Edutainment, 2012

Multiwavelet Video Coding Based on DCT Time Domain Filtering.
Trans. Edutainment, 2012

Comparing Studies of Learning Methods for Human Face Gender Recognition.
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

2011
A Fingerprint Recognition Scheme Based on Assembling Invariant Moments for Cloud Computing Communications.
IEEE Syst. J., 2011

Interpolation-Based Direction-Adaptive Lifting DWT and Modified SPIHT for Image Compression in Multimedia Communications.
IEEE Syst. J., 2011

Face Recognition Based on Combination of Human Perception and Local Binary Pattern.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

2009
Stock Fluctuations Anomaly Detection Based on Wavelet Modulus Maxima.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

Infrared Face Recognition Based on Radiant Energy and Curvelet Transformation.
Proceedings of the Fifth International Conference on Information Assurance and Security, 2009

2007
Feature Extraction of Seal Imprint Based on the Double-Density Dual-Tree DWT.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
H/<sub>∞</sub>-optimal model for VBR video traffic prediction.
IEEE Trans. Consumer Electron., 2006

A New Color Image Enhancement Algorithm for Camera-Equipped Mobile Telephone.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

An Efficient Mobility Management Scheme for Hierarchical Mobile IPv6 Networks.
Proceedings of the Computational Science and Its Applications, 2006

2005
Evaluation of a Crossover Router Based QoS Mechanism in Fast Mobile IPv6 Networks.
Proceedings of the Advances in Multimedia Information Processing, 2005

2004
Kalman optimized model for MPEG-4 VBR sources.
IEEE Trans. Consumer Electron., 2004


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