Xiaoming Zhang

Orcid: 0000-0002-6662-4102

Affiliations:

Beihang University, School of Cyber Science and Technology, Beijing, China
Beihang University, State Key Laboratory of Software Development Environment, Beijing, China
National University of Defense Technology, Institute of Computer, National Laboratory for Parallel and Distributed Processing, Changsha, China (former)

According to our database¹, Xiaoming Zhang authored at least 95 papers between 2005 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Moment matching of joint distributions for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2025

Knowledge-aware multimodal pre-training for fake news detection.

[BibT_eX]

[DOI]

Inf. Fusion, 2025

2024

Blockchain-Based Lightweight and Privacy-Preserving Quality Assurance Framework in Crowdsensing Systems.

[BibT_eX]

[DOI]

IEEE Internet Things J., January, 2024

SANe: Space adaptation network for temporal knowledge graph completion.

[BibT_eX]

[DOI]

Inf. Sci., 2024

Cross-domain knowledge collaboration for blending-target domain adaptation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2024

FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Mitigating Social Hazards: Early Detection of Fake News via Diffusion-Guided Propagation Path Generation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Hyperbolic Graph Neural Network for Temporal Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Unveiling hierarchical relationships for social image representation learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., November, 2023

How to Find a Bitcoin Mixer: A Dual Ensemble Model for Bitcoin Mixing Service Detection.

[BibT_eX]

[DOI]

IEEE Internet Things J., October, 2023

Deep Kernel Network Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

CISum: Learning Cross-modality Interaction to Enhance Multimodal Semantic Coverage for Multimodal Summarization.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Illegal Accounts Detection on Ethereum Using Heterogeneous Graph Transformer Networks.

[BibT_eX]

[DOI]

Proceedings of the Information and Communications Security - 25th International Conference, 2023

2022

Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

ALSA: Adversarial Learning of Supervised Attentions for Visual Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Dynamic self-attention with vision synchronization networks for video question answering.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation.

[BibT_eX]

[DOI]

Big Data, 2022

Fusing visual and textual content for knowledge graph embedding via dual-track model.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization.

[BibT_eX]

[DOI]

Litian Zhang

Xiaoming Zhang

Junshu Pan

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Adversarial Learning With Multi-Modal Attention for Visual Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Multimodal Learning of Social Image Representation by Exploiting Social Relations.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Dual self-attention with co-attention networks for visual question answering.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization.

[BibT_eX]

[DOI]

CoRR, 2021

K-XLNet: A General Method for Combining Explicit Knowledge with Language Model Pretraining.

[BibT_eX]

[DOI]

CoRR, 2021

Discriminative Feature Adaptation via Conditional Mean Discrepancy for Cross-Domain Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Matching Distributions between Model and Data: Cross-domain Knowledge Distillation for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Visual Question Answering via Combining Inferential Attention and Semantic Space Mapping.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Detecting bi-level false data injection attack based on time series analysis method in smart grid.

[BibT_eX]

[DOI]

Comput. Secur., 2020

A11 Your PLCs Belong to Me: ICS Ransomware Is Realistic.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Trust, 2020

2019

Efficient Traffic Estimation With Multi-Sourced Data by Parallel Coupled Hidden Markov Model.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2019

Bi-Directional Spatial-Semantic Attention Networks for Image-Text Matching.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Visual-textual sentiment classification with bi-directional multi-level attention networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Image-text sentiment analysis via deep multimodal attentive fusion.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Network embedding by fusing multimodal contents and links.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Sentiment analysis of social images via hierarchical deep fusion of content and links.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

Visual question answering via Attention-based syntactic structure tree-LSTM.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2019

FGST: Fine-Grained Spatial-Temporal Based Regression for Stationless Bike Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2018

Landmark Image Retrieval by Jointing Feature Refinement and Multimodal Classifier Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Classify social image by integrating multi-modal content.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Unsupervised geographically discriminative feature learning for landmark tagging.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Incorporating temporal dynamics into LDA for one-class collaborative filtering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

From content to links: Social image embedding with deep multimodal model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Multi-modal kernel ridge regression for social image classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Deep multi-view representation learning for social images.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Learning Joint Multimodal Representation with Adversarial Attention Networks.

[BibT_eX]

[DOI]

Feiran Huang

Xiaoming Zhang

Zhoujun Li

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multimodal Network Embedding via Attention based Multi-view Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Keyphrase Generation with Correlation Constraints.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Adversarial Learning of Answer-Related Representation for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Distribution Distance Minimization for Unsupervised User Identity Linkage.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Attribute Extraction by Combing Feature Ranking and Sequence Labeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017

Computing Urban Traffic Congestions by Incorporating Sparse GPS Probe Data and Social Media Data.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Learning Social Image Embedding with Deep Multimodal Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

PPNE: Property Preserving Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Semi-Supervised Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

From Properties to Links: Deep Network Embedding on Incomplete Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Chinese Answer Extraction Based on POS Tree and Genetic Algorithm.

[BibT_eX]

[DOI]

Shuihua Li

Xiaoming Zhang

Zhoujun Li

Proceedings of the 9th SIGHAN Workshop on Chinese Language Processing, 2017

2016

Learning Geographical Hierarchy Features via a Compositional Model.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Coranking the Future Influence of Multiobjects in Bibliographic Network Through Mutual Reinforcement.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Geographical Topics Learning of Geo-Tagged Social Images.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Integrating multiple types of features for event identification in social images.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Multi-modal learning for social image classification.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Natural Computation, 2016

2015

Exploiting social circle broadness for influential spreaders identification in social networks.

[BibT_eX]

[DOI]

World Wide Web, 2015

Event detection and popularity prediction in microblogging.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Search engine reinforced semi-supervised classification and graph-based summarization of microblogs.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Exploring Social Network Information for Solving Cold Start in Product Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Friendship Link Recommendation Based on Content Structure Information.

[BibT_eX]

[DOI]

Xiaoming Zhang

Qiao Deng

Zhoujun Li

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Location Prediction of Social Images via Generative Model.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Learning Geographical Hierarchy Features for Social Image Location Prediction.

[BibT_eX]

[DOI]

Xiaoming Zhang

Xia Hu

Zhoujun Li

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Inferring Diffusion Networks with Sparse Cascades by Structure Transfer.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

2014

Training data reduction to speed up SVM training.

[BibT_eX]

[DOI]

Appl. Intell., 2014

Popularity Prediction of Burst Event in Microblogging.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Future Influence Ranking of Scientific Literature.

[BibT_eX]

[DOI]

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Fusing Multi-type Features with Distance Metric Learning for Social Image Application.

[BibT_eX]

[DOI]

Xiaoming Zhang

Xiaoming Chen

Zhoujun Li

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Exploit Latent Dirichlet Allocation for One-Class Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Social image tagging using graph-based reinforcement on multi-type interrelated objects.

[BibT_eX]

[DOI]

Signal Process., 2013

Improving image tags by exploiting web search results.

[BibT_eX]

[DOI]

Xiaoming Zhang

Zhoujun Li

Wen-Han Chao

Multim. Tools Appl., 2013

Collaborative Filtering Using Multidimensional Psychometrics Model.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Collaborative Filtering Based on Rating Psychology.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Interaction-Based Social Relationship Type Identification in Microblog.

[BibT_eX]

[DOI]

Proceedings of the Behavior and Social Computing, 2013

From Interest to Function: Location Estimation in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Automatic tagging by exploring tag information capability and correlation.

[BibT_eX]

[DOI]

World Wide Web, 2012

Tagging image by merging multiple features in a integrated manner.

[BibT_eX]

[DOI]

Xiaoming Zhang

Zhoujun Li

Wen-Han Chao

J. Intell. Inf. Syst., 2012

Bootstrap Sampling Based Data Cleaning and Maximum Entropy SVMs for Large Datasets.

[BibT_eX]

[DOI]

Senzhang Wang

Zhoujun Li

Xiaoming Zhang

Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

A Semi-Supervised Bayesian Network Model for Microblog Topic Classification.

[BibT_eX]

[DOI]

Proceedings of the COLING 2012, 2012

Who are More Influential Spreaders? Users with Broader Social Circle or with More Friends?

[BibT_eX]

[DOI]

Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

2011

Tagging Image by Exploring Weighted Correlation between Visual Features and Tags.

[BibT_eX]

[DOI]

Xiaoming Zhang

Zhoujun Li

Yun Long

Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Image Tagging by Exploiting Feature Correlation.

[BibT_eX]

[DOI]

Xiaoming Zhang

Zhoujun Li

Proceedings of the Digital Libraries: For Cultural Heritage, Knowledge Dissemination, and Future Creation, 2011

Probabilistic Image Tagging with Tags Expanded By Text-Based Search.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

Tagging Image with Informative and Correlative Tags.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010

Automatic Topic Detection with an Incremental Clustering Algorithm.

[BibT_eX]

[DOI]

Xiaoming Zhang

Zhoujun Li

Proceedings of the Web Information Systems and Mining - International Conference, 2010

2009

Online New Event Detection Based on IPLSA.

[BibT_eX]

[DOI]

Xiaoming Zhang

Zhoujun Li

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008

A distributed topology-aware overlays construction algorithm.

[BibT_eX]

[DOI]

Xiaoming Zhang

Zhoujun Li

Yijie Wang

Proceedings of the 15th ACM Mardi Gras conference: From lightweight mash-ups to lambda grids: Understanding the spectrum of distributed computing requirements, applications, tools, infrastructures, interoperability, and the incremental adoption of key capabilities, Baton Rouge, Louisiana, USA, January 29, 2008

2007

Research of Routing Algorithm in Hierarchy-Adaptive P2P Systems.

[BibT_eX]

[DOI]

Xiao-Ming Zhang

Yijie Wang

Zhoujun Li

Proceedings of the Parallel and Distributed Processing and Applications, 2007

2005

A Prediction-Based Parallel Replication Algorithm in Distributed Storage System.

[BibT_eX]

[DOI]