Xiaodi Huang

Orcid: 0000-0002-6084-1851

According to our database1, Xiaodi Huang authored at least 138 papers between 2002 and 2025.

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Bibliography

2025
AtCAF: Attention-based causality-aware fusion network for multimodal sentiment analysis.
Inf. Fusion, 2025

2024
GoSum: extractive summarization of long documents by reinforcement learning and graph-organized discourse state.
Knowl. Inf. Syst., December, 2024

XKT: Toward Explainable Knowledge Tracing Model With Cognitive Learning Theories for Questions of Multiple Knowledge Concepts.
IEEE Trans. Knowl. Data Eng., November, 2024

Flow2GNN: Flexible Two-Way Flow Message Passing for Enhancing GNNs Beyond Homophily.
IEEE Trans. Cybern., November, 2024

F-Chain: personalized overall survival prediction based on incremental adaptive indicators and multi-source clinical records.
Memetic Comput., September, 2024

Text-centered cross-sample fusion network for multimodal sentiment analysis.
Multim. Syst., August, 2024

CCIM-SLR: Incomplete multiview co-clustering by sparse low-rank representation.
Multim. Tools Appl., July, 2024

A three-stage model of quantifying and analyzing power network resilience based on network theory.
Reliab. Eng. Syst. Saf., January, 2024

ChatPRCS: A Personalized Support System for English Reading Comprehension Based on ChatGPT.
IEEE Trans. Learn. Technol., 2024

An improved genetic salp swarm algorithm with population partitioning for numerical optimization.
Inf. Sci., 2024

Learning consistent representations with temporal and causal enhancement for knowledge tracing.
Expert Syst. Appl., 2024

Incomplete Multi-View Representation Learning Through Anchor Graph-Based GCN and Information Bottleneck.
Proceedings of the IEEE International Conference on Acoustics, 2024

VANER: Leveraging Large Language Model for Versatile and Adaptive Biomedical Named Entity Recognition.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
Convergence analysis for sparse Pi-sigma neural network model with entropy error function.
Int. J. Mach. Learn. Cybern., December, 2023

Abnormal driving behavior detection based on an improved ant colony algorithm.
Appl. Artif. Intell., December, 2023

Predicting cancer outcomes from whole slide images via hybrid supervision learning.
Neurocomputing, November, 2023

FER-CHC: Facial expression recognition with cross-hierarchy contrast.
Appl. Soft Comput., September, 2023

IMC-NLT: Incomplete multi-view clustering by NMF and low-rank tensor.
Expert Syst. Appl., July, 2023

Phen2Disease: a phenotype-driven model for disease and gene prioritization by bidirectional maximum matching semantic similarities.
Briefings Bioinform., July, 2023

A Survey of Collective Anomaly Detection on Sequence Dataset.
Int. J. Data Warehous. Min., March, 2023

Robustness improvement strategy of cyber-physical systems with weak interdependency.
Reliab. Eng. Syst. Saf., 2023

TeFNA: Text-centered fusion network with crossmodal attention for multimodal sentiment analysis.
Knowl. Based Syst., 2023

Segmentation of lung cancer-caused metastatic lesions in bone scan images using self-defined model with deep supervision.
Biomed. Signal Process. Control., 2023

SpliceSCANNER: An Accurate and Interpretable Deep Learning-Based Method for Splice Site Prediction.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

A Deeping Learning Based Framework and System for Effective Land Use Mapping.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2023

2022
Physics-Driven Deep Learning Inversion with Application to Magnetotelluric.
Remote. Sens., 2022

DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.
Medical Image Anal., 2022

Vulnerability assessment of urban road traffic systems based on traffic flow.
Int. J. Crit. Infrastructure Prot., 2022

GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state.
CoRR, 2022

COVID-WideNet - A capsule network for COVID-19 detection.
Appl. Soft Comput., 2022

GA-GWNN: Detecting anomalies of online learners by granular computing and graph wavelet convolutional neural network.
Appl. Intell., 2022

2021
Angular Velocity Measurement With Improved Scale Factor Based on a Wideband-Tunable Optoelectronic Oscillator.
IEEE Trans. Instrum. Meas., 2021

GrantExtractor: Accurate Grant Support Information Extraction from Biomedical Fulltext Based on Bi-LSTM-CRF.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

NetGO 2.0: improving large-scale protein function prediction with massive sequence, text, domain, family and network information.
Nucleic Acids Res., 2021

Large-scale gastric cancer screening and localization using multi-task deep neural network.
Neurocomputing, 2021

Mixed Supervision Learning for Whole Slide Image Classification.
CoRR, 2021

Hybrid Supervision Learning for Pathology Whole Slide Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Large On/Off and Rectification Ratios, Self-Compliance, High-Uniformity in Pt/Al2O3/TaOx/Ta Self-Rectifying Memristors.
Proceedings of the 2021 IEEE International Conference on Integrated Circuits, 2021

Drug3D-DTI: Improved Drug-target Interaction Prediction by Incorporating Spatial Information of Small Molecules.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

GrantRel: Grant Information Extraction via Joint Entity and Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Performance Evaluation of Keyword Extraction Methods and Visualization for Student Online Comments.
Symmetry, 2020

Multimodal Data Fusion in Learning Analytics: A Systematic Review.
Sensors, 2020

Real-time task processing for spinning cyber-physical production systems based on edge computing.
J. Intell. Manuf., 2020

An Improvement of K-Medoids Clustering Algorithm Based on Fixed Point Iteration.
Int. J. Data Warehous. Min., 2020

A novel approach to identify regional fault of urban power grid based on collective anomaly detection.
Int. J. Model. Identif. Control., 2020

Classifying functional nuclear images with convolutional neural networks: a survey.
IET Image Process., 2020

SenseCare: A Research Platform for Medical Image Informatics and Interactive 3D Visualization.
CoRR, 2020

A review of epileptic seizure detection using machine learning classifiers.
Brain Informatics, 2020

HPOLabeler: improving prediction of human protein-phenotype associations by learning to rank.
Bioinform., 2020

FullMeSH: improving large-scale MeSH indexing with full text.
Bioinform., 2020

Optimized PSO algorithm based on the simplicial algorithm of fixed point theory.
Appl. Intell., 2020

DGViewer: A Hybrid Approach towards Visualisation of Dynamic Networks.
Proceedings of the 24th International Conference on Information Visualisation, 2020

Analysis of Memristive Quantized Convolutional Neural Network Accelerator with Device Nonideality.
Proceedings of the 2020 IEEE International Conference on Integrated Circuits, 2020

Comparing Machine Learning Algorithms to Predict Topic Keywords of Student Comments.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2020

2019
ML-LUM: A system for land use mapping by machine learning algorithms.
J. Comput. Lang., 2019

Eigenedge: A measure of edge centrality for big graph exploration.
J. Comput. Lang., 2019

NetGO: improving large-scale protein function prediction with massive network information.
Nucleic Acids Res., 2019

Multi-modal multi-concept-based deep neural network for automatic image annotation.
Multim. Tools Appl., 2019

A statistical approach to participant selection in location-based social networks for offline event marketing.
Inf. Sci., 2019

Signet Ring Cell Detection with a Semi-supervised Learning Framework.
Proceedings of the Information Processing in Medical Imaging, 2019

DeepDock: Enhancing Ligand-protein Interaction Prediction by a Combination of Ligand and Structure Information.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
NGD: Filtering Graphs for Visual Analysis.
IEEE Trans. Big Data, 2018

A novel approach for entity resolution in scientific documents using context graphs.
Inf. Sci., 2018

Combining Convolutional Neural Network and Markov Random Field for Semantic Image Retrieval.
Adv. Multim., 2018

Visualization of Farm Land Use by Classifying Satellite Images.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2018

GrantExtractor: A Winning System for Extracting Grant Support Information from Biomedical Literature.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
M2M Security Technology of CPS Based on Blockchains.
Symmetry, 2017

Nested One-to-One Symmetric Classification Method on a Fuzzy SVM for Moving Vehicles.
Symmetry, 2017

The effect of nursing participation in the design of a critical care information system: a case study in a Chinese hospital.
BMC Medical Informatics Decis. Mak., 2017

A Novel Metric for Edge Centrality.
Proceedings of the International Conference on Big Data and Internet of Things, 2017

2016
M&E-NetPay: A Micropayment System for Mobile and Electronic Commerce.
Symmetry, 2016

UIP: Estimating true rating scores of services through online user communities.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

What Next in Designing Personalized Visualization of Web Information.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2016

2015
GO: A cluster algorithm for graph visualization.
J. Vis. Lang. Comput., 2015

Robust Subspace Clustering for Multi-View Data by Exploiting Correlation Consensus.
IEEE Trans. Image Process., 2015

An efficient framework of Bregman divergence optimization for co-ranking images and tags in a heterogeneous network.
Multim. Tools Appl., 2015

Enhancing Time Series Clustering by Incorporating Multiple Distance Measures with Semi-Supervised Learning.
J. Comput. Sci. Technol., 2015

Multi-Query Augmentation-Based Web Landmark Photo Retrieval.
Comput. J., 2015

Robust User Community-Aware Landmark Photo Retrieval.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Evaluating a Micro-payment System for Mobile Electronic Commence.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2015

SMART: Design and Evaluation of a Collaborative Museum Visiting Application.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2015

2014
A Novel Approach for the Security Remedial in a Cloud-based E-learning Network.
J. Networks, 2014

Enhancing quantitative intra-day stock return prediction by integrating both market news and stock prices information.
Neurocomputing, 2014

A Heuristic Field Navigation Approach for Autonomous Underwater Vehicles.
Intell. Autom. Soft Comput., 2014

On exploiting social relationship and personal background for content discovery in P2P networks.
Future Gener. Comput. Syst., 2014

BulaPay: a novel web service based third-party payment system for e-commerce.
Electron. Commer. Res., 2014

RE-Tutor: An Augmented Reality Based Platform for Distributed Collaborative Learning.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2014

2013
UsageQoS: Estimating the QoS of Web Services through Online User Communities.
ACM Trans. Web, 2013

Clustering via geometric median shift over Riemannian manifolds.
Inf. Sci., 2013

WeBeVis: analyzing user web behavior through visual metaphors.
Sci. China Inf. Sci., 2013

Filtering edge for exploration of large graphs.
Proceedings of the IEEE Symposium on Large-Scale Data Analysis and Visualization, 2013

ESaaS: A new software paradigm for supporting higher education in cloud environment.
Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013

2012
A consensus method for prioritising drug-associated target proteins.
Int. J. Data Min. Bioinform., 2012

Human Action Recognition from Video Sequences by Enforcing Tri-view Constraints.
Comput. J., 2012

A System for Web Widget Discovery Using Semantic Distance between User Intent and Social Tags.
Proceedings of the Social Informatics, 2012

Detecting wandering behavior based on GPS traces for elders with dementia.
Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Cloud Computing for Higher Education: A roadmap.
Proceedings of the IEEE 16th International Conference on Computer Supported Cooperative Work in Design, 2012

A Novel Approach for Adopting Cloud-Based E-learning System.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011
Enhanced clustering of biomedical documents using ensemble non-negative matrix factorization.
Inf. Sci., 2011

Constructing robust digital identity infrastructure for future networked society.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011

Action recognition using tri-view constraints.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Element Retrieval Using Namespace Based on Keyword Search over XML Documents.
J. Softw. Eng. Appl., 2010

A Mobile Service Recommendation System Using Multi-Criteria Ratings.
Int. J. Interdiscip. Telecommun. Netw., 2010

An attribute-based scheme for service recommendation using association rules and ant colony algorithm.
Proceedings of the 2010 Wireless Telecommunications Symposium, 2010

Geometric Median-Shift over Riemannian Manifolds.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

From graph data extraction to graph layout: Web information visualization.
Proceedings of the 3rd International Conference on Information Sciences and Interaction Sciences (ICIS 2010), 2010

Riemannian Manifolds clustering via Geometric median.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

2009
Comprehensive Analysis for the Local Fisher Discriminant Analysis.
Int. J. Pattern Recognit. Artif. Intell., 2009

Analyzing Software Process Models using SAM.
Proceedings of the 2009 International Conference on Software Engineering Research & Practice, 2009

2008
A Comparison of Software Process Models.
Proceedings of the 2008 International Conference on Software Engineering Research & Practice, 2008

Subspace intersection method of bearing estimation based on least square approach in shallow ocean.
Proceedings of the IEEE International Conference on Acoustics, 2008

Parallelization of FM-Index.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications, 2008

2007
A new algorithm for removing node overlapping in graph visualization.
Inf. Sci., 2007

On graph modelling, node ranking and visualisation.
Int. J. Intell. Syst. Technol. Appl., 2007

A Fast Algorithm for Finding Correlation Clusters in Noise Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Applying Graph Layout Techniques to Web Information Visualization and Navigation.
Proceedings of the 4th International Conference on Computer Graphics, 2007

Three-Dimensional EncCon Tree.
Proceedings of the 4th International Conference on Computer Graphics, 2007

A Kernel-based Algorithm for Multilevel Drawing Web Graphs.
Proceedings of the 4th International Conference on Computer Graphics, 2007

2006
Clustering graphs for visualization via node similarities.
J. Vis. Lang. Comput., 2006

A structure-based approach for multimedia information filtering.
Multim. Tools Appl., 2006

Ticket-based mobile commerce system and its implementation.
Proceedings of the Q2SWinet'06, 2006

WFMS-based Data Integration for e-Learning.
Proceedings of the 10th International Conference on CSCW in Design, 2006

Pattern puzzle: a metaphor for visualizing software complexity measures.
Proceedings of the Asia-Pacific Symposium on Information Visualisation, 2006

A Scalable Algorithm for Adjusting Node-Node Overlaps.
Proceedings of the Third International Conference on Computer Graphics, 2006

2005
An On-Line Web Visualization System with Filtering and Clustering Graph.
IEEE Intell. Informatics Bull., 2005

Finding Similar Patterns in Microarray Data.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

A Framework of Filtering, Clustering and Dynamic Layout Graphs for Visualization.
Proceedings of the Computer Science 2005, 2005

2004
A Novel Framework for Graph Visualization.
Proceedings of the International Conference on Internet Computing, 2004

A Web Graph Filtering and Clustering Systems.
Proceedings of the International Conference on Internet Computing, 2004

A New Approach to Multimedia Information Filtering Based on its Structure.
Proceedings of the 7th Eurographics Multimedia Workshop 2004, 2004

Effective Visualisation of Workflow Enactment.
Proceedings of the Advanced Web Technologies and Applications, 2004

2003
On the Structural Algorithm of Filtering Graphs for Layout.
Proceedings of the Visual Information Processing 2003, 2003

Automatic Abstraction of Graphs Based on Node Similarity for Graph Visualization.
Proceedings of the Fifteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2003), 2003

Identification of Clusters in the Web Graph Based on Link Topology.
Proceedings of the 7th International Database Engineering and Applications Symposium (IDEAS 2003), 2003

NodeRank: A New Structure Based Approach to Information Filtering.
Proceedings of the International Conference on Internet Computing, 2003

Identifying Clusters in the Web Graph by Using Local Search.
Proceedings of the International Conference on Internet Computing, 2003

Force-Transfer: A New Approach to Removing Overlapping Nodes in Graph Layout.
Proceedings of the Computer Science 2003, 2003

2002
Multiple Level Exploration and Layout of Large Web Hypergraph.
Proceedings of the International Conference on Internet Computing, 2002


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