Xianghua Fu

According to our database, Xianghua Fu authored at least 81 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Long short-term temporal fusion transformer for short-term forecasting of limit order book in China markets.

Yucheng Wu, Shuxin Wang, Xianghua Fu

Appl. Intell., December, 2024

AI-driven paradigm shift in computerized cardiotocography analysis: A systematic review and promising directions.

Weifang Xie, Pufan Cai, Yating Hu, Yu Lu, Cang Chen, Zhiqi Cai, Xianghua Fu

Neurocomputing, 2024

DATTA: Towards Diversity Adaptive Test-Time Adaptation in Dynamic Wild World.

Chuyang Ye, Dongyan Wei, Zhendong Liu, Yuanyi Pang, Yixi Lin, Jiarong Liao, Qinting Jiang, Xianghua Fu, Qing Li, Jingyan Jiang

CoRR, 2024

Exploring the Necessity of Visual Modality in Multimodal Machine Translation using Authentic Datasets.

Zi Long, Zhenhao Tang, Xianghua Fu, Jian Chen, Shilong Hou, Jinze Lyu

CoRR, 2024

A Multilevel Wavelet Decomposition Network Hybrid Model Utilizing Cyclic Patterns for Stock Price Prediction.

H. R. Wen, Mingchuan Yuan, Shuxin Wang, Lixin Liang, Xianghua Fu

Complex., 2024

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model.

Fuqiang Niu, Zebang Cheng, Xianghua Fu, Xiaojiang Peng, Genan Dai, Yin Chen, Hu Huang, Bowen Zhang

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

LAGNet: Label Attention Graph Networks for Ocular Disease Classification Using Fundus Images.

Huanwen Liang, Leya Li, Yu Lu, Qianying Liu, Huilin Ge, Xianghua Fu

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

AMRUNet: An Attention-Guided MultiResUNet for Continuous Noninvasive Blood Pressure Estimation.

Ruijie Zhao, Yu Lu, Leya Li, Huilin Ge, Xianghua Fu

Proceedings of the International Joint Conference on Neural Networks, 2024

CTGGAN: Reliable Fetal Heart Rate Signal Generation Using GANs.

Zichang Yu, Yating Hu, Yu Lu, Leya Li, Huilin Ge, Xianghua Fu

Proceedings of the International Joint Conference on Neural Networks, 2024

Multi-intent Aware Contrastive Learning for Sequential Recommendation.

Junshu Huang, Zi Long, Xianghua Fu, Yin Chen

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

mWDN-Transformer: Utilizing Cyclical Patterns for Short-Term Forecasting of Limit Order Book in China Markets.

Yucheng Wu, Shuxin Wang, Xianghua Fu

Proceedings of the 2024 5th International Conference on Computing, 2024

CvTGNet: A Novel Framework for Chest X-Ray Multi-label Classification.

Yu Lu, Yating Hu, Leya Li, Zhanpeng Xu, Hongwei Liu, Huanwen Liang, Xianghua Fu

Proceedings of the 21st ACM International Conference on Computing Frontiers, 2024

2023

Cross-Domain Aspect-Based Sentiment Classification by Exploiting Domain- Invariant Semantic-Primary Feature.

Bowen Zhang, Xianghua Fu, Chuyao Luo, Yunming Ye, Xutao Li, Liwen Jing

IEEE Trans. Affect. Comput., 2023

Comparison of Machine Learning Based on Category Theory.

Heng Zhao, Yixing Chen, Xianghua Fu

J. Web Eng., 2023

Investigating Chain-of-thought with ChatGPT for Stance Detection on Social Media.

Bowen Zhang, Xianghua Fu, Daijun Ding, Hu Huang, Yangyang Li, Liwen Jing

CoRR, 2023

Generalization algorithm of multimodal pre-training model based on graph-text self-supervised training.

Xiaobing Zhang, Zhenhao Tang, Zi Long, Xianghua Fu

CoRR, 2023

Financial Time Series Data Prediction by Combination Model Adaboost-KNN-LSTM.

Heng Zhao, Xinran Li, Jiakai Xu, Xianghua Fu, Jiehao Chen

Proceedings of the International Joint Conference on Neural Networks, 2023

MT-1DCG: A Novel Model for Multivariate Time Series Classification.

Yu Lu, Huanwen Liang, Zichang Yu, Xianghua Fu

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

2022

Logic tensor network with massive learned knowledge for aspect-based sentiment analysis.

Hu Huang, Bowen Zhang, Liwen Jing, Xianghua Fu, Xiaojun Chen, Jianyang Shi

Knowl. Based Syst., 2022

Topic sentiment analysis using words embeddings dependency in edge social system.

Wenhao Xie, Xianghua Fu, Xi Zhang, Yu Lu, Yanzhi Wei, Jingying Yang

Trans. Emerg. Telecommun. Technol., 2022

Deep learning-based automatic segmentation of images in cardiac radiography: A promising challenge.

Yucheng Song, Shengbing Ren, Yu Lu, Xianghua Fu, Kelvin Kian Loong Wong

Comput. Methods Programs Biomed., 2022

Fully Automatic Classification of Cardiotocographic Signals with 1D-CNN and Bi-directional GRU.

Huanwen Liang, Yu Lu, Qianying Liu, Xianghua Fu

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Sentiment Interpretable Logic Tensor Network for Aspect-Term Sentiment Analysis.

Bowen Zhang, Xu Huang, Zhichao Huang, Hu Huang, Baoquan Zhang, Xianghua Fu, Liwen Jing

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Multimodal Neural Machine Translation with Search Engine Based Image Retrieval.

Zhenhao Tang, Xiaobing Zhang, Zi Long, Xianghua Fu

Proceedings of the 9th Workshop on Asian Translation, 2022

2021

Building the Internet of Things platform for smart maternal healthcare services with wearable devices and cloud computing.

Xiaoqing Li, Yu Lu, Xianghua Fu, Yingjian Qi

Future Gener. Comput. Syst., 2021

Unsupervised Adaptation for High-Dimensional with Limited-Sample Data Classification Using Variational Autoencoder.

Mohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu, Rukhsana Ruby, Kaishun Wu

Comput. Informatics, 2021

Lung Cancer Detection using a Dilated CNN with VGG16.

Yu Lu, Huanwen Liang, Shijie Shi, Xianghua Fu

Proceedings of the SPML 2021: 4th International Conference on Signal Processing and Machine Learning, Beijing, China, August 18, 2021

Edge-Based Sampling for Complex Network with Self-Similar Structure.

Wenting Wang, Xianghua Fu, Xinze Lin

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

Knowledge Graph Enhanced Transformer for Generative Question Answering Tasks.

Chaojie Liang, Jingying Yang, Xianghua Fu

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Textbook Question Answering with Multi-type Question Learning and Contextualized Diagram Representation.

Jianwei He, Xianghua Fu, Zi Long, Shuxin Wang, Chaojie Liang, Hongbin Lin

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Data Enhancement and Deep Learning for Bone Age Assessment using The Standards of Skeletal Maturity of Hand and Wrist for Chinese.

Yu Lu, Xi Zhang, Liwen Jing, Xianghua Fu

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Variational Autoencoder-Based Dimensionality Reduction for High-Dimensional Small-Sample Data Classification.

Mohammad Sultan Mahmud, Joshua Zhexue Huang, Xianghua Fu

Int. J. Comput. Intell. Appl., 2020

Estimation of the foetal heart rate baseline based on singular spectrum analysis and empirical mode decomposition.

Yu Lu, Xi Zhang, Liwen Jing, Xiaoqing Li, Xianghua Fu

Future Gener. Comput. Syst., 2020

Prediction of fetal weight at varying gestational age in the absence of ultrasound examination using ensemble learning.

Yu Lu, Xianghua Fu, Fangxiong Chen, Kelvin Kian Loong Wong

Artif. Intell. Medicine, 2020

A Semi-supervised Joint Entity and Relation Extraction Model Based on Tagging Scheme and Information Gain.

Yonglin Zhao, Xudong Sun, Shuxin Wang, Jianwei He, Yanzhi Wei, Xianghua Fu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Lexicon-Enhanced Transformer with Pointing for Domains Specific Generative Question Answering.

Jingying Yang, Xianghua Fu, Shuxin Wang, Wenhao Xie

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Dynamic Knowledge Graph Completion with Jointly Structural and Textual Dependency.

Wenhao Xie, Shuxin Wang, Yanzhi Wei, Yonglin Zhao, Xianghua Fu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Aspect-Level Sentiment Difference Feature Interaction Matching Model Based on Multi-round Decision Mechanism.

Yanzhi Wei, Xianghua Fu, Shuxin Wang, Wenhao Xie, Jianwei He, Yonglin Zhao

Proceedings of the Algorithms and Architectures for Parallel Processing, 2020

Cardiac Chamber Segmentation Using Deep Learning on Magnetic Resonance Images from Patients Before and After Atrial Septal Occlusion Surgery.

Yu Lu, Xianghua Fu, Xiaoqing Li, Yingjian Qi

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Graph Convolutional Encoder and Decoder Model for Rumor Detection.

Hongbin Lin, Xi Zhang, Xianghua Fu

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

2019

Semi-supervised Aspect-level Sentiment Classification Model based on Variational Autoencoder.

Xianghua Fu, Yanzhi Wei, Fan Xu, Ting Wang, Yu Lu, Jianqiang Li, Joshua Zhexue Huang

Knowl. Based Syst., 2019

Automatic Classification of Fetal Heart Rate Based on Convolutional Neural Network.

Jianqiang Li, Zhuangzhuang Chen, Luxiang Huang, Min Fang, Bing Li, Xianghua Fu, Huihui Wang, Qingguo Zhao

IEEE Internet Things J., 2019

A framework for intelligent analysis of digital cardiotocographic signals from IoMT-based foetal monitoring.

Yu Lu, Yingjian Qi, Xianghua Fu

Future Gener. Comput. Syst., 2019

Generate pairwise constraints from unlabeled data for semi-supervised clustering.

Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu

Data Knowl. Eng., 2019

Unsupervised classification of high-dimension and low-sample data with variational autoencoder based dimensionality reduction.

Mohammad Sultan Mahmud, Xianghua Fu

Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019

Ensemble Machine Learning for Estimating Fetal Weight at Varying Gestational Age.

Yu Lu, Xi Zhang, Xianghua Fu, Fangxiong Chen, Kelvin Kian Loong Wong

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Modified Gbest-guided artificial bee colony algorithm with new probability model.

Laizhong Cui, Kai Zhang, Genghui Li, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu

Soft Comput., 2018

Weakly supervised topic sentiment joint model with word embeddings.

Xianghua Fu, Xudong Sun, Haiying Wu, Laizhong Cui, Joshua Zhexue Huang

Knowl. Based Syst., 2018

Cluster Survival Model of Concept Drift in Load Profile Data.

Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu

IEEE Access, 2018

Lexicon-Enhanced LSTM With Attention for General Sentiment Analysis.

Xianghua Fu, Jingying Yang, Jianqiang Li, Min Fang, Huihui Wang

IEEE Access, 2018

Introduce More Characteristics of Samples into Cross-domain Sentiment Classification.

Wangwang Liu, Xianghua Fu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder.

Mohammad Sultan Mahmud, Xianghua Fu, Joshua Zhexue Huang, Md Abdul Masud

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

Slice_OP: Selecting Initial Cluster Centers Using Observation Points.

Md Abdul Masud, Joshua Zhexue Huang, Ming Zhong, Xianghua Fu, Mohammad Sultan Mahmud

Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

2017

Exploring A Trust Based Recommendation Approach for Videos in Online Social Network.

Laizhong Cui, Lili Sun, Xianghua Fu, Nan Lu, Guanjing Zhang

J. Signal Process. Syst., 2017

A novel multi-objective evolutionary algorithm for recommendation systems.

Laizhong Cui, Peng Ou, Xianghua Fu, Zhenkun Wen, Nan Lu

J. Parallel Distributed Comput., 2017

Combine HowNet lexicon to train phrase recursive autoencoder for sentence-level sentiment analysis.

Xianghua Fu, Wangwang Liu, Yingying Xu, Laizhong Cui

Neurocomputing, 2017

A video recommendation algorithm based on the combination of video content and social network.

Laizhong Cui, Linyong Dong, Xianghua Fu, Zhenkun Wen, Nan Lu, Guanjing Zhang

Concurr. Comput. Pract. Exp., 2017

Artificial bee colony algorithm with gene recombination for numerical function optimization.

Genghui Li, Laizhong Cui, Xianghua Fu, Zhenkun Wen, Nan Lu, Jian Lu

Appl. Soft Comput., 2017

2016

Learning distributed word representation with multi-contextual mixed embedding.

Jianqiang Li, Jing Li, Xianghua Fu, Md Abdul Masud, Joshua Zhexue Huang

Knowl. Based Syst., 2016

Accurate RFID localization algorithm with particle swarm optimization based on reference tags.

Jianqiang Li, Shen-peng Zhang, Lei Yang, Xianghua Fu, Zhong Ming, Gang Feng

J. Intell. Fuzzy Syst., 2016

Dynamic Online HDP model for discovering evolutionary topics from Chinese social texts.

Xianghua Fu, Jianqiang Li, Kun Yang, Laizhong Cui, Lei Yang

Neurocomputing, 2016

Topic Sentiment Joint Model with Word Embeddings.

Xianghua Fu, Haiying Wu, Laizhong Cui

Proceedings of the Workshop on Interactions between Data Mining and Natural Language Processing, 2016

Improving Distributed Word Representation and Topic Model by Word-Topic Mixture Model.

Xianghua Fu, Ting Wang, Jing Li, Chong Yu, Wangwang Liu

Proceedings of The 8th Asian Conference on Machine Learning, 2016

Long Short-term Memory Network over Rhetorical Structure Theory for Sentence-level Sentiment Analysis.

Xianghua Fu, Wangwang Liu, Yingying Xu, Chong Yu, Ting Wang

Proceedings of The 8th Asian Conference on Machine Learning, 2016

2015

Dynamic non-parametric joint sentiment topic mixture model.

Xianghua Fu, Kun Yang, Joshua Zhexue Huang, Laizhong Cui

Knowl. Based Syst., 2015

CPPStreaming: A Cloud-Assisted Peer-to-Peer Live Streaming System.

Laizhong Cui, Genghui Li, Xianghua Fu, Nan Lu

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Recursive Autoencoder with HowNet Lexicon for Sentence-Level Sentiment Analysis.

Xianghua Fu, Yingying Xu

Proceedings of the ASE BigData & SocialInformatics 2015, 2015

2013

Multi-aspect sentiment analysis for Chinese online social reviews based on topic modeling and HowNet lexicon.

Xianghua Fu, Guo Liu, Yanyan Guo, Zhiqiang Wang

Knowl. Based Syst., 2013

Threshold Random Walkers for Community Structure Detection in Complex Networks.

Xianghua Fu, Chao Wang, Zhiqiang Wang, Zhong Ming

J. Softw., 2013

2012

Aspect and Sentiment Extraction Based on Information-Theoretic Co-clustering.

Xianghua Fu, Yanyan Guo, Wubiao Guo, Zhiqiang Wang

Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Overlapping community discovery based on core nodes and LDA topic modeling.

Xianghua Fu, Xueping Guo, Chao Wang, Zhiqiang Wang

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

Multi-aspect Blog Sentiment Analysis Based on LDA Topic Model and Hownet Lexicon.

Xianghua Fu, Guo Liu, Yanyan Guo, Wubiao Guo

Proceedings of the Web Information Systems and Mining - International Conference, 2011

Query Classification Based on Index Association Rule Expansion.

Xianghua Fu, Dongjian Chen, Xueping Guo, Chao Wang

Proceedings of the Web Information Systems and Mining - International Conference, 2011

Improving Text Classification with Concept Index Terms and Expansion Terms.

Xianghua Fu, LianDong Liu, TianXue Gong, Lan Tao

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010

Sparse nonnegative matrix factorization with the elastic net.

Weixiang Liu, Songfeng Zheng, Sen Jia, LinLin Shen, Xianghua Fu

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

2009

Research on the Semantics Based Cross-Media Information Retrieval.

Zhiqiang Wang, Xiaogang Peng, Xianghua Fu, Jianyong Chen

Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2007

Category Expansion by Clustering in Webpage Classification.

Xiaogang Peng, Zhen Ji, Xianghua Fu

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques, 2007

2006

A Constructive Algorithm for Training Heterogeneous Neural Network Ensemble.

Xianghua Fu, Zhiqiang Wang, Boqin Feng

Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Process Driven Data Access Component Generation.

Guanqun Zhang, Xianghua Fu, Shenli Song, Ming Zhu, Ming Zhang

Proceedings of the Data Engineering Issues in E-Commerce and Services, 2006

2005

Content Filtering of Decentralized P2P Search System Based on Heterogeneous Neural Networks Ensemble.

Xianghua Fu, Boqin Feng

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

2004

Kernel-Based Semantic Text Categorization for Large Scale Web Information Organization.

Xianghua Fu, Zhaofeng Ma, Boqin Feng

Proceedings of the Grid and Cooperative Computing, 2004