| 2025 | ICASSP | Multi-label body constitution recognition via dual transform MLP-like architecture using tongue images. | Mengjian Zhang, Guihua Wen, Pei Yang |
| 2025 | ICIP | HSBS: Comprehensive Boosting Of Facial Expression Recognition Via Hierarchical Semantic And Batch-Wise Similarity. | Zhiqing Wang, Jiabing Wang, Guihua Wen |
| 2024 | ICASSP | Speech Relationship Learning for Cross-Corpus Speech Emotion Recognition. | Yinru He, Guihua Wen, Pei Yang, Dongliang Chen |
| 2020 | SMC | 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 |
| 2018 | AAAI | Supervised Deep Hashing for Hierarchical Labeled Data. | Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Guihua Wen, Liqiang Nie, Xianling Mao |
| 2017 | AAAI | S2JSD-LSH: A Locality-Sensitive Hashing Schema for Probability Distributions. | Xianling Mao, Bo-Si Feng, Yi-Jing Hao, Liqiang Nie, Heyan Huang, Guihua Wen |
| 2015 | ACII | An ensemble convolutional echo state networks for facial expression recognition. | Guihua Wen, Huihui Li, Danyang Li |
| 2011 | CIS | Relative Local Mean Classifier with Optimized Decision Rule. | Guihua Wen, Lijun Jiang |
| 2011 | ICDM | Classifying Categorical Data by Rule-Based Neighbors. | Jiabing Wang, Pei Zhang, Guihua Wen, Jia Wei |
| 2011 | ICMLC | Enhanced supervised locality preserving projections for face recognition. | Xian-Fa Cai, Guihua Wen, Jia Wei, Jie Li |
| 2011 | ICMLC | Relative nearest neighbors for classification. | Guihua Wen, Jia Wei, Zhiwen Yu, Jun Wen, Lijun Jiang |
| 2011 | ICMLC | Neural gas based cluster ensemble algorithm and its application to cancer data. | Zhiwen Yu, Jane You, Guihua Wen |
| 2011 | ICMLC | PSEFminer: A new probabilistic subspace ensemble framework for cancer microarray data analysis. | Zhiwen Yu, Jane You, Guihua Wen |
| 2011 | ICMLC | Penalty-based cluster validity index for class discovery from cancer data. | Zhiwen Yu, Jane You, Guihua Wen |
| 2010 | PRICAI | Locally Centralizing Samples for Nearest Neighbors. | Guihua Wen, Si Wen, Jun Wen, Lijun Jiang |
| 2008 | IJCNN | Kernel relative transformation with applications to enhancing locally linear embedding. | Guihua Wen, Lijun Jiang, Jun Wen |
| 2007 | IJCAI | Using Graph Algebra to Optimize Neighborhood for Isometric Mapping. | Guihua Wen, Lijun Jiang, Nigel R. Shadbolt |
| 2006 | PRICAI | Clustering-Based Nonlinear Dimensionality Reduction on Manifold. | Guihua Wen, Lijun Jiang, Jun Wen, Nigel R. Shadbolt |
| 2006 | PRICAI | Generating Creative Ideas Through Patents. | Guihua Wen, Lijun Jiang, Jun Wen, Nigel R. Shadbolt |
| 2006 | PRICAI | Performing Locally Linear Embedding with Adaptable Neighborhood Size on Manifold. | Guihua Wen, Lijun Jiang, Jun Wen, Nigel R. Shadbolt |
| 2006 | SMC | Performing Text Categorization on Manifold. | Guihua Wen, Gan Chen, Lijun Jiang |
| 2006 | SMC | Globalizing Local Neighborhood for Locally Linear Embedding. | Guihua Wen, Lijun Jiang |
| 2006 | SMC | Clustering-based Locally Linear Embedding. | Guihua Wen, Lijun Jiang |
| 2001 | SMC | A self-optimizing approach for knowledge acquisition with adaptively incremental sampling. | Dan Pan, Qilun Zheng, Jing-Song Hu, Guihua Wen |
| 2001 | SMC | Theoretical analysis of creative methods. | Guihua Wen, Qilun Zheng, Dan Pan |
| 2000 | SMC | A novel self-optimizing approach for knowledge acquisition. | Dan Pan, Qilun Zheng, Guihua Wen, Xiangyang Li |
| 2000 | SMC | An integrated creative reminding algorithm. | Guihua Wen, Ying Hao, Yuehua Ding, Yu Zhang |
| 2000 | SMC | An evolution model for the creative design. | Guihua Wen, Qilun Zheng, Dan Pan |