张小明｜北京航空航天大学｜学者主页

2026

FineFake: A knowledge-enriched dataset for fine-grained multi-domain fake news detection

Ziyi Zhou, Xiaoming Zhang, Litian Zhang, Jiacheng Liu, Erik Cambria, Chaozhuo Li

Information Fusion

DOI

2025

Early Detection of Multimodal Fake News via Reinforced Propagation Path Generation

Li-Tian Zhang, Xiaoming Zhang, Zi-Yi Zhou, Xi Zhang, Sen-Zhang Wang, Philip S. Yu, Chao-Zhuo Li

IEEE Transactions on Knowledge and Data Engineering

DOI

2025

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection

Ziyi Zhou, Xiaoming Zhang, Shenghan Tan, Litian Zhang, Chaozhuo Li

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis

Xiang Li, Xianfu Cheng, Dezhuang Miao, Xiaoming Zhang, Zhoujun Li

DOI

2024

Knowledge-aware multimodal pre-training for fake news detection

Li-Tian Zhang, Xiaoming Zhang, Zi-Yi Zhou, Xi Zhang, Philip S. Yu, Chao-Zhuo Li

Information Fusion

DOI

2024

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

Li-Tian Zhang, Xiaoming Zhang, Chao-Zhuo Li, Zi-Yi Zhou, Jiacheng Liu, Fei-Ran Huang, Xi Zhang

ACM Multimedia

DOI

2024

Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection

Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Feiran Huang, Chaozhuo Li

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Unveiling hierarchical relationships for social image representation learning

Linfeng Tony Han, Xiaoming Zhang, Litian Zhang, Ming Lu, Feiran Huang, Yun Liu

Applied Soft Computing

DOI

2023

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

Litian Zhang, Xiaoming Zhang, Ziming Guo, Zhipeng Liu

Society for Industrial and Applied Mathematics eBooks

DOI

2022

Image captioning with residual swin transformer and Actor-Critic

Zhibo Zhou, Yang Yang, Zhoujun Li, Xiaoming Zhang, Feiran Huang

Neural Computing and Applications

DOI

2022

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

Yancong Li, Xiaoming Zhang, Fang Wang, Bo Zhang, Feiran Huang

Applied Soft Computing

DOI

2022

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

Yun Liu, Xiaoming Zhang, Feiran Huang, Shixun Shen, Peng Tian, Lang Li, Zhoujun Li

Pattern Recognition

DOI

2022

Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization

Litian Zhang, Xiaoming Zhang, Junshu Pan

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2022

Deep Kernel Network Embedding

Bo Zhang, Xiaoming Zhang, Feiran Huang, Ming Lu, Shuai Ma

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation

Zhibo Zhou, Xiaoming Zhang, Zhoujun Li, Feiran Huang, Jie Xu

Big Data

DOI

2021

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

Yun Liu, Xiaoming Zhang, Qianyun Zhang, Chaozhuo Li, Feiran Huang, Xianghong Tang, Zhoujun Li

Pattern Recognition

DOI

2021

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

Bo Zhang, Xiaoming Zhang, Yun Liu, Lei Cheng, Zhoujun Li

DOI

2021

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

Bo Zhang, Xiaoming Zhang, Yun Liu, Lei Chen

Lecture notes in computer science

DOI

2020

ALSA: Adversarial Learning of Supervised Attentions for Visual Question Answering

Yun Liu, Xiaoming Zhang, Zhiyun Zhao, Bo Zhang, Lei Cheng, Zhoujun Li

IEEE Transactions on Cybernetics

DOI

2020

Adversarial Learning With Multi-Modal Attention for Visual Question Answering

Yun Liu, Xiaoming Zhang, Feiran Huang, Lei Cheng, Zhoujun Li

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Visual Question Answering via Combining Inferential Attention and Semantic Space Mapping

Yun Liu, Xiaoming Zhang, Feiran Huang, Zhibo Zhou, Zhonghua Zhao, Zhoujun Li

Knowledge-Based Systems

DOI

2019

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

Yun Liu, Xiaoming Zhang, Feiran Huang, Xianghong Tang, Zhoujun Li

Applied Soft Computing

DOI

2019

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

Jie Jeff Xu, Feiran Huang, Xiaoming Zhang, Senzhang Wang, Chaozhuo Li, Zhoujun Li, Yueying He

Knowledge-Based Systems

DOI

2019

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

Jie Jeff Xu, Feiran Huang, Xiaoming Zhang, Senzhang Wang, Chaozhuo Li, Zhoujun Li, Yueying He

Applied Soft Computing

DOI

2019

Multimodal Learning of Social Image Representation by Exploiting Social Relations

Feiran Huang, Xiaoming Zhang, Jie Jeff Xu, Zhonghua Zhao, Zhoujun Li

IEEE Transactions on Cybernetics

DOI

2019

Network embedding by fusing multimodal contents and links

Feiran Huang, Xiaoming Zhang, Jie Xu, Chaozhuo Li, Zhoujun Li

Knowledge-Based Systems

DOI

2019

Image–text sentiment analysis via deep multimodal attentive fusion

Feiran Huang, Xiaoming Zhang, Zhonghua Zhao, Jie Jeff Xu, Zhoujun Li

Knowledge-Based Systems

DOI

2018

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

Feiran Huang, Xiaoming Zhang, Zhonghua Zhao, Zhoujun Li

IEEE Transactions on Image Processing

DOI

2018

Distribution Distance Minimization for Unsupervised User Identity Linkage

Chaozhuo Li, Senzhang Wang, Philip S. Yu, Lei Zheng, Xiaoming Zhang, Zhoujun Li, Yanbo Liang

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2018

Adversarial Learning of Answer-Related Representation for Visual Question Answering

Yun Liu, Xiaoming Zhang, Feiran Huang, Zhoujun Li

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2018

Learning Joint Multimodal Representation with Adversarial Attention Networks

Feiran Huang, Xiaoming Zhang, Zhoujun Li

ACM International Conference on Multimedia (ACM MM)

DOI

2018

Deep multi-view representation learning for social images

Feiran Huang, Xiaoming Zhang, Zhonghua Zhao, Zhoujun Li, Yueying He

Applied Soft Computing

DOI

2018

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

Feiran Huang, Xiaoming Zhang, Zhoujun Li, Zhonghua Zhao, Yueying He

Knowledge-Based Systems

DOI

2018

Multimodal Network Embedding via Attention based Multi-view Variational Autoencoder

Feiran Huang, Xiaoming Zhang, Chaozhuo Li, Zhoujun Li, Yueying He, Zhonghua Zhao

ACM International Conference on Multimedia Retrieval (ICMR)

DOI

2018

Unsupervised geographically discriminative feature learning for landmark tagging

Xiaoming Zhang, Zhonghua Zhao, Haijun Zhang, Senzhang Wang, Zhoujun Li

Knowledge-Based Systems

DOI

2018

Multi-modal kernel ridge regression for social image classification

Xiaoming Zhang, Wenhan Chao, Zhoujun Li, Chunyang Liu, Rui Li

Applied Soft Computing

DOI

2017

From Properties to Links

Dejian Yang, Senzhang Wang, Chaozhuo Li, Xiaoming Zhang, Zhoujun Li

DOI

2017

Learning Social Image Embedding with Deep Multimodal Attention Networks

Feiran Huang, Xiaoming Zhang, Zhoujun Li, Tao Mei, Yueying He, Zhonghua Zhao

DOI

2017

A Robust Method for Inferring Network Structures

Yang Yang, Tingjin Luo, Zhoujun Li, Xiaoming Zhang, Philip S. Yu

Scientific Reports

DOI

2017

Classify social image by integrating multi-modal content

Xiaoming Zhang, Xu Zhang, Xu Zhang, Xu Zhang, Xiong Li, Zhoujun Li, Senzhang Wang

Multimedia Tools and Applications

DOI

2016

Multi-modal learning for social image classification

Chunyang Liu, Xu Zhang, Xiong Li, Rui Li, Xiaoming Zhang, Wenhan Chao

International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD)

DOI

2016

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

Senzhang Wang, Sihong Xie, Xiaoming Zhang, Zhoujun Li, Philip S. Yu, Yueying He

ACM Transactions on Intelligent Systems and Technology

DOI

2015

术语自动抽取方法研究综述

袁劲松，张小明，李舟军

《计算机科学》

2015

Geographical Topics Learning of Geo-Tagged Social Images

Xiaoming Zhang, Shufan Ji, Senzhang Wang, Zhoujun Li, Xueqiang Lv

IEEE Transactions on Cybernetics

DOI

2015

Improving the Robustness of Complex Networks with Preserving Community Structure

Yang Yang, Zhoujun Li, Yan Chen, Xiaoming Zhang, Senzhang Wang

PLoS ONE

DOI

2015

Integrating multiple types of features for event identification in social images

Xiaoming Zhang, Zhoujun Li, Xueqiang Lv, Xiaoming Chen

Multimedia Tools and Applications

DOI

2014

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

Xiaoming Zhang, Xiaoming Chen, Zhoujun Li

DOI

2014

Exploiting social circle broadness for influential spreaders identification in social networks

Senzhang Wang, Fang Wang, Yan Chen, Chunyang Liu, Zhoujun Li, Xiaoming Zhang

World Wide Web

DOI

2014

Popularity Prediction of Burst Event in Microblogging

Xiaoming Zhang, Zhoujun Li, Wenhan Chao, Jiali Xia

Lecture notes in computer science

DOI

2013

构建微博用户兴趣模型的主题模型的分析

陈文涛，张小明，李舟军

《计算机科学》

2013

分布式上下文敏感复杂事件处理方法

王永恒，曹科宁，张小明

《计算机应用研究》

2013

From Interest to Function: Location Estimation in Social Media

Yan Chen, Jichang Zhao, Xia Hu, Xiaoming Zhang, Zhoujun Li, Tat‐Seng Chua

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2012

A Semi-Supervised Bayesian Network Model for Microblog Topic Classification

Yan Chen, Zhoujun Li, Liqiang Nie, Xia Hu, Xiangyu Wang, Tat‐Seng Chua, Xiaoming Zhang

2012

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

Senzhang Wang, Fang Wang, Zhoujun Li, Xiaoming Zhang

International Conference on Cloud and Green Computing

DOI

2011

Tagging image by merging multiple features in a integrated manner

Xiaoming Zhang, Zhoujun Li, Wenhan Chao

Journal of Intelligent Information Systems

DOI

2011

Improving image tags by exploiting web search results

Xiaoming Zhang, Zhoujun Li, Wenhan Chao

Multimedia Tools and Applications

DOI

2011

Automatic tagging by exploring tag information capability and correlation

Xiaoming Zhang, Zi Helen Huang, Heng Tao Shen, Yang Yang, Zhoujun Li

World Wide Web

DOI

2011

Probabilistic Image Tagging with Tags Expanded By Text-Based Search

Xiaoming Zhang, Zi Helen Huang, Heng Tao Shen, Zhoujun Li

Lecture notes in computer science

DOI

2011

Tagging Image with Informative and Correlative Tags

Xiaoming Zhang, Heng Tao Shen, Zi Helen Huang, Zhoujun Li

Lecture notes in computer science

DOI

2011

Tagging Image by Exploring Weighted Correlation between Visual Features and Tags

Xiaoming Zhang, Zhoujun Li, Yun Long

Lecture notes in computer science

DOI

2011

Image Tagging by Exploiting Feature Correlation

Xiaoming Zhang, Zhoujun Li

Lecture notes in computer science

DOI

2010

Automatic Topic Detection with an Incremental Clustering Algorithm

Xiaoming Zhang, Zhoujun Li

Lecture notes in computer science

DOI

2009

Adaptive focused crawler based on tunneling and link analysis

Xiaoming Zhang, Zhoujun Li, Chaojian Hu

International Conference on Advanced Communication Technology

2009

Online New Event Detection Based on IPLSA

Xiaoming Zhang, Zhoujun Li

Lecture notes in computer science

DOI

精选作品

期刊论文

FineFake: A knowledge-enriched dataset for fine-grained multi-domain fake news detection

Early Detection of Multimodal Fake News via Reinforced Propagation Path Generation

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection

TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis

Knowledge-aware multimodal pre-training for fake news detection

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

Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection

Unveiling hierarchical relationships for social image representation learning

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

Image captioning with residual swin transformer and Actor-Critic

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

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

Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization

Deep Kernel Network Embedding

Multilevel Attention Networks and Policy Reinforcement Learning for Image Caption Generation

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

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

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

ALSA: Adversarial Learning of Supervised Attentions for Visual Question Answering

Adversarial Learning With Multi-Modal Attention for Visual Question Answering

Visual Question Answering via Combining Inferential Attention and Semantic Space Mapping

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

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

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

Multimodal Learning of Social Image Representation by Exploiting Social Relations

Network embedding by fusing multimodal contents and links

Image–text sentiment analysis via deep multimodal attentive fusion

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

Distribution Distance Minimization for Unsupervised User Identity Linkage

Adversarial Learning of Answer-Related Representation for Visual Question Answering

Learning Joint Multimodal Representation with Adversarial Attention Networks

Deep multi-view representation learning for social images

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

Multimodal Network Embedding via Attention based Multi-view Variational Autoencoder

Unsupervised geographically discriminative feature learning for landmark tagging

Multi-modal kernel ridge regression for social image classification

From Properties to Links

Learning Social Image Embedding with Deep Multimodal Attention Networks

A Robust Method for Inferring Network Structures

Classify social image by integrating multi-modal content

Multi-modal learning for social image classification

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

术语自动抽取方法研究综述

Geographical Topics Learning of Geo-Tagged Social Images

Improving the Robustness of Complex Networks with Preserving Community Structure

Integrating multiple types of features for event identification in social images

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

Exploiting social circle broadness for influential spreaders identification in social networks

Popularity Prediction of Burst Event in Microblogging

构建微博用户兴趣模型的主题模型的分析

分布式上下文敏感复杂事件处理方法

From Interest to Function: Location Estimation in Social Media

A Semi-Supervised Bayesian Network Model for Microblog Topic Classification

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

Tagging image by merging multiple features in a integrated manner

Improving image tags by exploiting web search results

Automatic tagging by exploring tag information capability and correlation

Probabilistic Image Tagging with Tags Expanded By Text-Based Search

Tagging Image with Informative and Correlative Tags

Tagging Image by Exploring Weighted Correlation between Visual Features and Tags

Image Tagging by Exploiting Feature Correlation

Automatic Topic Detection with an Incremental Clustering Algorithm

Adaptive focused crawler based on tunneling and link analysis

Online New Event Detection Based on IPLSA

预印本

Mixture of Disentangled Experts with Missing Modalities for Robust Multimodal Sentiment Analysis

r-Instance Learning for Missing People Tweets Identification

Future Influence Ranking of Scientific Literature

研究方向