Guihua Wen

According to our database, Guihua Wen authored at least 109 papers between 2000 and 2024.

Collaborative distances:

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

2024

Interpretable Tongue Constitution Recognition via Reshaped Wavelet Attention.

Guihua Wen, Haozan Liang, Huihui Li, Pengcheng Wen, Rui Chen, Cheng Li

Int. J. Comput. Intell. Syst., December, 2024

From patch, sample to domain: Capture geometric structures for few-shot learning.

Qiaonan Li, Guihua Wen, Pei Yang

Pattern Recognit., April, 2024

TSRNet: Tongue image segmentation with global and local refinement.

Wenjun Cai, Mengjian Zhang, Guihua Wen, Pei Yang

Displays, January, 2024

Multi-label recognition of facial body constitution via MLP-like deep networks with non-equilibrium weight loss.

Mengjian Zhang, Guihua Wen, Jiahui Zhong, Changjun Wang, Xuhui Huang, Jingwen Ruan, Wenya Pei

Biomed. Signal Process. Control., January, 2024

Cross-Domain Sample Relationship Learning for Facial Expression Recognition.

Dongliang Chen, Guihua Wen, Pengcheng Wen, Pei Yang, Rui Chen, Cheng Li

IEEE Trans. Multim., 2024

2023

Heuristic objective for facial expression recognition.

Huihui Li, Xiangling Xiao, Xiaoyong Liu, Jianhua Guo, Guihua Wen, Peng Liang

Vis. Comput., October, 2023

MLP-Like Model With Convolution Complex Transformation for Auxiliary Diagnosis Through Medical Images.

Mengjian Zhang, Guihua Wen, Jiahui Zhong, Dongliang Chen, Changjun Wang, Xuhui Huang, Shijun Zhang

IEEE J. Biomed. Health Informatics, September, 2023

Classifier subset selection based on classifier representation and clustering ensemble.

Danyang Li, Zhuhong Zhang, Guihua Wen

Appl. Intell., September, 2023

Multi-Relations Aware Network for In-the-Wild Facial Expression Recognition.

Dongliang Chen, Guihua Wen, Huihui Li, Rui Chen, Cheng Li

IEEE Trans. Circuits Syst. Video Technol., August, 2023

2022

Graph-Based Visual-Semantic Entanglement Network for Zero-Shot Image Recognition.

Yang Hu, Guihua Wen, Adriane Chapman, Pei Yang, Mingnan Luo, Yingxue Xu, Dan Dai, Wendy Hall

IEEE Trans. Multim., 2022

Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification.

Yingxue Xu, Guihua Wen, Pei Yang, Baochao Fan, Yang Hu, Mingnan Luo, Changjun Wang

IEEE J. Biomed. Health Informatics, 2022

What Can Knowledge Bring to Machine Learning? - A Survey of Low-shot Learning for Structured Data.

Yang Hu, Adriane Chapman, Guihua Wen, Wendy Hall

ACM Trans. Intell. Syst. Technol., 2022

Inner-Imaging Networks: Put Lenses Into Convolutional Structure.

Yang Hu, Guihua Wen, Mingnan Luo, Dan Dai, Wenming Cao, Zhiwen Yu, Wendy Hall

IEEE Trans. Cybern., 2022

Deep non-negative tensor factorization with multi-way EMG data.

Qi Tan, Pei Yang, Guihua Wen

Neural Comput. Appl., 2022

Self-labeling with feature transfer for speech emotion recognition.

Guihua Wen, Huiqiang Liao, Huihui Li, Pengcheng Wen, Tong Zhang, Sande Gao, Bao Wang

Knowl. Based Syst., 2022

Unsupervised Domain Adaptation via Deep Hierarchical Optimal Transport.

Yingxue Xu, Guihua Wen, Yang Hu, Pei Yang

CoRR, 2022

2021

MVANet: Multi-Task Guided Multi-View Attention Network for Chinese Food Recognition.

Haozan Liang, Guihua Wen, Yang Hu, Mingnan Luo, Pei Yang, Yingxue Xu

IEEE Trans. Multim., 2021

Automatic Construction of Chinese Herbal Prescriptions From Tongue Images Using CNNs and Auxiliary Latent Therapy Topics.

Yang Hu, Guihua Wen, Huiqiang Liao, Changjun Wang, Dan Dai, Zhiwen Yu

IEEE Trans. Cybern., 2021

Multiple attentional pyramid networks for Chinese herbal recognition.

Yingxue Xu, Guihua Wen, Yang Hu, Mingnan Luo, Dan Dai, Yishan Zhuang, Wendy Hall

Pattern Recognit., 2021

Recommending prescription via tongue image to assist clinician.

Guihua Wen, Kewen Wang, Huihui Li, Yuhua Huang, Shijun Zhang

Multim. Tools Appl., 2021

Augmenting features by relative transformation for small data.

Huihui Li, Guihua Wen, Xiping Jia, Zhiyong Lin, Huimin Zhao, Xiangling Xiao

Knowl. Based Syst., 2021

Multi-source Seq2seq guided by knowledge for Chinese healthcare consultation.

Yanghui Li, Guihua Wen, Yang Hu, Mingnan Luo, Baochao Fan, Changjun Wang, Pei Yang

J. Biomed. Informatics, 2021

Duck swarm algorithm: a novel swarm intelligence algorithm.

Mengjian Zhang, Guihua Wen, Jing Yang

CoRR, 2021

Fully-channel regional attention network for disease-location recognition with tongue images.

Yang Hu, Guihua Wen, Mingnan Luo, Pei Yang, Dan Dai, Zhiwen Yu, Changjun Wang, Wendy Hall

Artif. Intell. Medicine, 2021

Speech-T: Transducer for Text to Speech and Beyond.

Jiawei Chen, Xu Tan, Yichong Leng, Jin Xu, Guihua Wen, Tao Qin, Tie-Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Dynamic Objectives Learning for Facial Expression Recognition.

Guihua Wen, Tian-Yuan Chang, Huihui Li, Lijun Jiang

IEEE Trans. Multim., 2020

Modeling reverse thinking for machine learning.

Huihui Li, Guihua Wen

Soft Comput., 2020

Transfer learning with deep convolutional neural network for constitution classification with face image.

Er-Yang Huan, Guihua Wen

Multim. Tools Appl., 2020

Cross domains adversarial learning for Chinese named entity recognition for online medical consultation.

Guihua Wen, Hehong Chen, Huihui Li, Yang Hu, Yanghui Li, Changjun Wang

J. Biomed. Informatics, 2020

Finding dense subgraphs with maximum weighted triangle density.

Jiabing Wang, Rongjie Wang, Jia Wei, Qianli Ma, Guihua Wen

Inf. Sci., 2020

Stochastic region pooling: Make attention more expressive.

Mingnan Luo, Guihua Wen, Yang Hu, Dan Dai, Yingxue Xu

Neurocomputing, 2020

Erratum to: Relative manifold based semi-supervised dimensionality reduction.

Xianfa Cai, Guihua Wen, Jia Wei, Zhiwen Yu

Frontiers Comput. Sci., 2020

Learning competitive channel-wise attention in residual network with masked regularization and signal boosting.

Mingnan Luo, Guihua Wen, Yang Hu, Dan Dai, Jiajiong Ma

Expert Syst. Appl., 2020

Semantic Graph-enhanced Visual Network for Zero-shot Learning.

Yang Hu, Guihua Wen, Adriane Chapman, Pei Yang, Mingnan Luo, Yingxue Xu, Dan Dai, Wendy Hall

CoRR, 2020

Grouping attributes zero-shot learning for tongue constitution recognition.

Guihua Wen, Jiajiong Ma, Yang Hu, Huihui Li, Lijun Jiang

Artif. Intell. Medicine, 2020

Correction to: Facial expression recognition sensing the complexity of testing samples.

Tian-Yuan Chang, Huihui Li, Guihua Wen, Yang Hu, Jiajiong Ma

Appl. Intell., 2020

Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System.

Xue Jia, Tong Zhang, C. L. Philip Chen, Zhulin Liu, Long Chen, Guihua Wen, Bin Hu

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019

Convolutional herbal prescription building method from multi-scale facial features.

Huiqiang Liao, Guihua Wen, Yang Hu, Changjun Wang

Multim. Tools Appl., 2019

Natural tongue physique identification using hybrid deep learning methods.

Huihui Li, Guihua Wen, Haibin Zeng

Multim. Tools Appl., 2019

RTCRelief-F: an effective clustering and ordering-based ensemble pruning algorithm for facial expression recognition.

Danyang Li, Guihua Wen, Zhi Hou, Er-Yang Huan, Yang Hu, Huihui Li

Knowl. Inf. Syst., 2019

Semi-supervised dimensionality reduction based on local estimation error.

Xian-Fa Cai, Jia Wei, Guihua Wen, Zhiwen Yu, Yongming Cai, Jie Li

Int. J. High Perform. Comput. Netw., 2019

Inner-Imaging Convolutional Networks.

Yang Hu, Guihua Wen, Mingnan Luo, Dan Dai, Wenming Cao, Zhiwen Yu

CoRR, 2019

Multilevel and Multiscale Feature Aggregation in Deep Networks for Facial Constitution Classification.

Er-Yang Huan, Guihua Wen

Comput. Math. Methods Medicine, 2019

Complexity perception classification method for tongue constitution recognition.

Jiajiong Ma, Guihua Wen, Changjun Wang, Lijun Jiang

Artif. Intell. Medicine, 2019

Graph-based dynamic ensemble pruning for facial expression recognition.

Danyang Li, Guihua Wen, Xu Li, Xianfa Cai

Appl. Intell., 2019

Sample awareness-based personalized facial expression recognition.

Huihui Li, Guihua Wen

Appl. Intell., 2019

Facial expression recognition sensing the complexity of testing samples.

Tian-Yuan Chang, Huihui Li, Guihua Wen, Yang Hu, Jiajiong Ma

Appl. Intell., 2019

2018

Cognitive Gravity Model Based Semi-Supervised Dimension Reduction.

Yaxin Sun, Qing Ye, Rong Zhu, Guihua Wen

Neural Process. Lett., 2018

Conceptualization topic modeling.

Yi-Kun Tang, Xianling Mao, Heyan Huang, Xuewen Shi, Guihua Wen

Multim. Tools Appl., 2018

Deep-learning-based face detection using iterative bounding-box regression.

Dazhi Luo, Guihua Wen, Danyang Li, Yang Hu, Er-Yang Huan

Multim. Tools Appl., 2018

MRMR-based ensemble pruning for facial expression recognition.

Danyang Li, Guihua Wen

Multim. Tools Appl., 2018

Label-indicator morpheme growth on LSTM for Chinese healthcare question department classification.

Yang Hu, Guihua Wen, Jiajiong Ma, Danyang Li, Changjun Wang, Huihui Li, Er-Yang Huan

J. Biomed. Informatics, 2018

Chinese Herbal Recognition based on Competitive Attentional Fusion of Multi-hierarchies Pyramid Features.

Yingxue Xu, Guihua Wen, Yang Hu, Mingnan Luo, Dan Dai, Yishan Zhuang

CoRR, 2018

Competitive Inner-Imaging Squeeze and Excitation for Residual Network.

Yang Hu, Guihua Wen, Mingnan Luo, Dan Dai, Jiajiong Ma

CoRR, 2018

Tongue image constitution recognition based on Complexity Perception method.

Jiajiong Ma, Guihua Wen, Yang Hu, Tian-Yuan Chang, Haibin Zeng, Lijun Jiang, Jianzeng Qin

CoRR, 2018

Facial Expression Recognition Based on Complexity Perception Classification Algorithm.

Tian-Yuan Chang, Guihua Wen, Yang Hu, Jiajiong Ma

CoRR, 2018

Automatic construction of Chinese herbal prescription from tongue image via convolution networks and auxiliary latent therapy topics.

Yang Hu, Guihua Wen, Huiqiang Liao

CoRR, 2018

Supervised Deep Hashing for Hierarchical Labeled Data.

Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Guihua Wen, Liqiang Nie, Xianling Mao

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Cognitive gravitation model-based relative transformation for classification.

Yaxin Sun, Guihua Wen

Soft Comput., 2017

Ensemble softmax regression model for speech emotion recognition.

Yaxin Sun, Guihua Wen

Multim. Tools Appl., 2017

Cognitive facial expression recognition with constrained dimensionality reduction.

Yaxin Sun, Guihua Wen

Neurocomputing, 2017

Conceptualization Topic Modeling.

Yi-Kun Tang, Xianling Mao, Heyan Huang, Guihua Wen

CoRR, 2017

Ensemble of Deep Neural Networks with Probability-Based Fusion for Facial Expression Recognition.

Guihua Wen, Zhi Hou, Huihui Li, Danyang Li, Lijun Jiang, Eryang Xun

Cogn. Comput., 2017

Deep Convolutional Neural Networks for Classifying Body Constitution Based on Face Image.

Er-Yang Huan, Guihua Wen, Shi-Jun Zhang, Danyang Li, Yang Hu, Tian-Yuan Chang, Qing Wang, Bing-Lin Huang

Comput. Math. Methods Medicine, 2017

Random Deep Belief Networks for Recognizing Emotions from Speech Signals.

Guihua Wen, Huihui Li, Jubing Huang, Danyang Li, Eryang Xun

Comput. Intell. Neurosci., 2017

S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions.

Xianling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

Emotion recognition using semi-supervised feature selection with speaker normalization.

Yaxin Sun, Guihua Wen

Int. J. Speech Technol., 2015

Weighted spectral features based on local Hu moments for speech emotion recognition.

Yaxin Sun, Guihua Wen, Jiabing Wang

Biomed. Signal Process. Control., 2015

An ensemble convolutional echo state networks for facial expression recognition.

Guihua Wen, Huihui Li, Danyang Li

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014

Local and Global Preserving Semisupervised Dimensionality Reduction Based on Random Subspace for Cancer Classification.

Xian-Fa Cai, Jia Wei, Guihua Wen, Zhiwen Yu

IEEE J. Biomed. Health Informatics, 2014

Integrating local and global topological structures for semi-supervised dimensionality reduction.

Jia Wei, Qun-fang Zeng, Xuan Wang, Jiabing Wang, Guihua Wen

Soft Comput., 2014

Multiple perceptual neighborhoods-based feature construction for pattern classification.

Guihua Wen, Lijun Jiang, Jun Wen

Neurocomputing, 2014

Relative manifold based semi-supervised dimensionality reduction.

Xian-Fa Cai, Guihua Wen, Jia Wei, Zhiwen Yu

Frontiers Comput. Sci., 2014

Perceptual relativity-based semi-supervised dimensionality reduction algorithm.

Xian-Fa Cai, Guihua Wen, Jia Wei, Jie Li, Zhiwen Yu

Appl. Soft Comput., 2014

2013

Cognitive gravitation model for classification on small noisy data.

Guihua Wen, Jia Wei, Jiabing Wang, Tiangang Zhou, L. Chen

Neurocomputing, 2013

Random subspace evidence classifier.

Haisheng Li, Guihua Wen, Zhiwen Yu, Tiangang Zhou

Neurocomputing, 2013

Performing classification using all kinds of distances as evidences.

Guihua Wen, Xiaodong Chen, Lijun Jiang, Haisheng Li

Proceedings of the IEEE 12th International Conference on Cognitive Informatics and Cognitive Computing, 2013

2012

Perceptual relativity-based local hyperplane classification.

Guihua Wen, Lijun Jiang, Jun Wen, Jia Wei, Zhiwen Yu

Neurocomputing, 2012

2011

A modified support vector machine and its application to image segmentation.

Zhiwen Yu, Hau-San Wong, Guihua Wen

Image Vis. Comput., 2011

Penalty-based cluster validity index for class discovery from cancer data.

Zhiwen Yu, Jane You, Guihua Wen

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

PSEFminer: A new probabilistic subspace ensemble framework for cancer microarray data analysis.

Zhiwen Yu, Jane You, Guihua Wen

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Neural gas based cluster ensemble algorithm and its application to cancer data.

Zhiwen Yu, Jane You, Guihua Wen

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Relative nearest neighbors for classification.

Guihua Wen, Jia Wei, Zhiwen Yu, Jun Wen, Lijun Jiang

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Enhanced supervised locality preserving projections for face recognition.

Xian-Fa Cai, Guihua Wen, Jia Wei, Jie Li

Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Classifying Categorical Data by Rule-Based Neighbors.

Jiabing Wang, Pei Zhang, Guihua Wen, Jia Wei

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Relative Local Mean Classifier with Optimized Decision Rule.

Guihua Wen, Lijun Jiang

Proceedings of the Seventh International Conference on Computational Intelligence and Security, 2011

2010

Locally Centralizing Samples for Nearest Neighbors.

Guihua Wen, Si Wen, Jun Wen, Lijun Jiang

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Local Class Boundaries for Support Vector Machine.

Guihua Wen, Caihui Zhou, Jia Wei, Lijun Jiang

Proceedings of the Life System Modeling and Intelligent Computing, 2010

Perceptual nearest neighbors for classification.

Guihua Wen, Jun Wen, Lijun Jiang

Proceedings of the Fifth International Conference on Bio-Inspired Computing: Theories and Applications, 2010

Modeling Gestalt laws for classification.

Guihua Wen, Xingjiang Pan, Lijun Jiang, Jun Wen

Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009

Local relative transformation with application to isometric embedding.

Guihua Wen, Lijun Jiang, Jun Wen

Pattern Recognit. Lett., 2009

Authors response to 'A comment on "Using locally estimated geodesic distance to optimize neighborhood graph for isometric data embedding"'.

Guihua Wen, Lijun Jiang, Jun Wen

Pattern Recognit., 2009

Relative transformation-based neighborhood optimization for isometric embedding.

Guihua Wen

Neurocomputing, 2009

2008

Using locally estimated geodesic distance to optimize neighborhood graph for isometric data embedding.

Guihua Wen, Lijun Jiang, Jun Wen

Pattern Recognit., 2008

Kernel relative transformation with applications to enhancing locally linear embedding.

Guihua Wen, Lijun Jiang, Jun Wen

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Improved Locally Linear Embedding by Cognitive Geometry.

Guihua Wen, Lijun Jiang, Jun Wen

Proceedings of the Life System Modeling and Simulation, International Conference, 2007

Using Graph Algebra to Optimize Neighborhood for Isometric Mapping.

Guihua Wen, Lijun Jiang, Nigel R. Shadbolt

Proceedings of the IJCAI 2007, 2007

2006

Clustering-based Locally Linear Embedding.

Guihua Wen, Lijun Jiang

Proceedings of the IEEE International Conference on Systems, 2006

Globalizing Local Neighborhood for Locally Linear Embedding.

Guihua Wen, Lijun Jiang

Proceedings of the IEEE International Conference on Systems, 2006

Performing Text Categorization on Manifold.

Guihua Wen, Gan Chen, Lijun Jiang

Proceedings of the IEEE International Conference on Systems, 2006

Performing Locally Linear Embedding with Adaptable Neighborhood Size on Manifold.

Guihua Wen, Lijun Jiang, Jun Wen, Nigel R. Shadbolt

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Generating Creative Ideas Through Patents.

Guihua Wen, Lijun Jiang, Jun Wen, Nigel R. Shadbolt

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Clustering-Based Nonlinear Dimensionality Reduction on Manifold.

Guihua Wen, Lijun Jiang, Jun Wen, Nigel R. Shadbolt

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

Ontology-Based Similarity Between Text Documents on Manifold.

Guihua Wen, Lijun Jiang, Nigel R. Shadbolt

Proceedings of the Semantic Web, 2006

2001

Theoretical analysis of creative methods.

Guihua Wen, Qilun Zheng, Dan Pan

Proceedings of the IEEE International Conference on Systems, 2001

A self-optimizing approach for knowledge acquisition with adaptively incremental sampling.

Dan Pan, Qilun Zheng, Jing-Song Hu, Guihua Wen

Proceedings of the IEEE International Conference on Systems, 2001

2000

An evolution model for the creative design.

Guihua Wen, Qilun Zheng, Dan Pan

Proceedings of the IEEE International Conference on Systems, 2000

An integrated creative reminding algorithm.

Guihua Wen, Ying Hao, Yuehua Ding, Yu Zhang

Proceedings of the IEEE International Conference on Systems, 2000

A novel self-optimizing approach for knowledge acquisition.

Dan Pan, Qilun Zheng, Guihua Wen, Xiangyang Li

Proceedings of the IEEE International Conference on Systems, 2000