Bayesian Task-Level Transfer Learning for Non-linear Regression. - Pei Yang 001; Qi Tan 001; Yehua Ding (CSSE (1), 2008)

An Information-Theoretic Approach for Multi-task Learning. - Pei Yang 001; Qi Tan 001; Hao Xu; Yehua Ding (ADMA, 2009)

Information-theoretic Multi-view Domain Adaptation. - Pei Yang 001; Wei Gao 001; Qi Tan 001; Kam-Fai Wong (ACL (2), 2012)

Kernel Mean Matching with a Large Margin. - Qi Tan 001; Huifang Deng; Pei Yang 001 (ADMA, 2012)

Multi-View Discriminant Transfer Learning. - Pei Yang 001; Wei Gao 001 (IJCAI, 2013)

A link-bridged topic model for cross-domain document classification. - Pei Yang 001; Wei Gao 001; Qi Tan 001; Kam-Fai Wong (Inf. Process. Manag., 2013)

Learning from Label and Feature Heterogeneity. - Pei Yang 001; Jingrui He; Hongxia Yang; Haoda Fu (ICDM, 2014)

Democracy is good for ranking: towards multi-view rank learning and adaptation in web search. - Wei Gao 001; Pei Yang 001 (WSDM, 2014)

Information-Theoretic Multi-view Domain Adaptation: A Theoretical and Empirical Study. - Pei Yang 001; Wei Gao 001 (J. Artif. Intell. Res., 2014)

Knowledge transfer across different domain data with multiple views. - Qi Tan 001; Huifang Deng; Pei Yang 001 (Neural Comput. Appl., 2014)

A Graph-Based Hybrid Framework for Modeling Complex Heterogeneity. - Pei Yang 001; Jingrui He (ICDM, 2015)

Model Multiple Heterogeneity via Hierarchical Multi-Latent Space Learning. - Pei Yang 001; Jingrui He (KDD, 2015)

Learning Complex Rare Categories with Dual Heterogeneity. - Pei Yang 001; Jingrui He; Jia-Yu Pan (SDM, 2015)

Heterogeneous Representation Learning with Structured Sparsity Regularization. - Pei Yang 001; Jingrui He (ICDM, 2016)

Functional Regression with Mode-Sparsity Constraint. - Pei Yang 001; Jingrui He (ICDM, 2016)

Jointly Modeling Label and Feature Heterogeneity in Medical Informatics. - Pei Yang 001; Hongxia Yang; Haoda Fu; Dawei Zhou 003; Jieping Ye; Theodoros Lappas; Jingrui He (ACM Trans. Knowl. Discov. Data, 2016)

A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous Learning. - Pei Yang 001; Hasan Davulcu; Yada Zhu; Jingrui He (IEEE Trans. Knowl. Data Eng., 2016)

Multi-task Function-on-function Regression with Co-grouping Structured Sparsity. - Pei Yang 001; Qi Tan 001; Jingrui He (KDD, 2017)

Heterogeneous representation learning with separable structured sparsity regularization. - Pei Yang 001; Qi Tan 001; Yada Zhu; Jingrui He (Knowl. Inf. Syst., 2018)

Feature co-shrinking for co-clustering. - Qi Tan 001; Pei Yang 001; Jingrui He (Pattern Recognit., 2018)

Function-on-Function Regression with Mode-Sparsity Regularization. - Pei Yang 001; Qi Tan 001; Jingrui He (ACM Trans. Knowl. Discov. Data, 2018)

Deep Multi-Task Learning with Adversarial-and-Cooperative Nets. - Pei Yang 001; Qi Tan 001; Jieping Ye; Hanghang Tong; Jingrui He (IJCAI, 2019)

Task-Adversarial Co-Generative Nets. - Pei Yang 001; Qi Tan 001; Hanghang Tong; Jingrui He (KDD, 2019)

Semantic Graph-enhanced Visual Network for Zero-shot Learning. - Yang Hu; Guihua Wen; Adriane Chapman; Pei Yang 001; Mingnan Luo; Yingxue Xu; Dan Dai; Wendy Hall 001 (CoRR, 2020)

Complex heterogeneity learning: A theoretical and empirical study. - Pei Yang 001; Qi Tan 001; Jingrui He (Pattern Recognit., 2020)

Fully-channel regional attention network for disease-location recognition with tongue images. - Yang Hu; Guihua Wen; Mingnan Luo; Pei Yang 001; Dan Dai; Zhiwen Yu 002; Changjun Wang; Wendy Hall 001 (Artif. Intell. Medicine, 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 001 (J. Biomed. Informatics, 2021)

MVANet: Multi-Task Guided Multi-View Attention Network for Chinese Food Recognition. - Haozan Liang; Guihua Wen; Yang Hu; Mingnan Luo; Pei Yang 001; Yingxue Xu (IEEE Trans. Multim., 2021)

Unsupervised Domain Adaptation via Deep Hierarchical Optimal Transport. - Yingxue Xu; Guihua Wen; Yang Hu; Pei Yang 001 (CoRR, 2022)

Deep non-negative tensor factorization with multi-way EMG data. - Qi Tan 001; Pei Yang 001; Guihua Wen (Neural Comput. Appl., 2022)

Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification. - Yingxue Xu; Guihua Wen; Pei Yang 001; Baochao Fan; Yang Hu; Mingnan Luo; Changjun Wang (IEEE J. Biomed. Health Informatics, 2022)

Graph-Based Visual-Semantic Entanglement Network for Zero-Shot Image Recognition. - Yang Hu; Guihua Wen; Adriane Chapman; Pei Yang 001; Mingnan Luo; Yingxue Xu; Dan Dai; Wendy Hall 001 (IEEE Trans. Multim., 2022)

Speech Relationship Learning for Cross-Corpus Speech Emotion Recognition. - Yinru He; Guihua Wen; Pei Yang 001; Dongliang Chen (ICASSP, 2024)

Multi-geometry embedded transformer for facial expression recognition in videos. - Dongliang Chen; Guihua Wen; Huihui Li; Pei Yang 001; Chuyun Chen; Bao Wang (Expert Syst. Appl., 2024)

CDGT: Constructing diverse graph transformers for emotion recognition from facial videos. - Dongliang Chen; Guihua Wen; Huihui Li; Pei Yang 001; Chuyun Chen; Bao Wang (Neural Networks, 2024)

Cross-Domain Sample Relationship Learning for Facial Expression Recognition. - Dongliang Chen; Guihua Wen; Pengcheng Wen; Pei Yang 001; Rui Chen; Cheng Li (IEEE Trans. Multim., 2024)

TSRNet: Tongue image segmentation with global and local refinement. - Wenjun Cai; Mengjian Zhang; Guihua Wen; Pei Yang 001 (Displays, 2024)

From patch, sample to domain: Capture geometric structures for few-shot learning. - Qiaonan Li; Guihua Wen; Pei Yang 001 (Pattern Recognit., 2024)

Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation. - Yingxue Xu; Guihua Wen; Yang Hu; Pei Yang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Chaos-BBO: Chaos balanced butterfly optimizer with dynamic continuum chaotic strategies and its applications. - Mengjian Zhang; Guihua Wen; Pei Yang 001 (Clust. Comput., 2024)

CFAN-SDA: Coarse-Fine Aware Network With Static-Dynamic Adaptation for Facial Expression Recognition in Videos. - Dongliang Chen; Guihua Wen; Pei Yang 001; Huihui Li; Chuyun Chen; Bao Wang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Multi-label body constitution recognition via dual transform MLP-like architecture using tongue images. - Mengjian Zhang; Guihua Wen; Pei Yang 001 (ICASSP, 2025)

Chaos-DFT-MLP: Chaos transform and DFT combination MLP-like architecture for the body constitution assisted recognition using medical images. - Mengjian Zhang; Guihua Wen; Pei Yang 001; Changjun Wang; Xuhui Huang; Chuyun Chen (Appl. Soft Comput., 2025)

Bimodal speech emotion recognition via contrastive self-alignment learning. - Chang Wang; Guihua Wen; Pei Yang 001; Lianqi Liu (Expert Syst. Appl., 2025)

Multi-label body constitution recognition via HWmixer-MLP for facial and tongue images. - Mengjian Zhang; Guihua Wen; Pei Yang 001; Changjun Wang; Chuyun Chen (Expert Syst. Appl., 2025)

Partial Distribution Alignment via Adaptive Optimal Transport. - Pei Yang 001; Qi Tan 001; Guihua Wen (CoRR, 2025)

Chaos-MLP: Chaotic Transform MLP-Like Architecture for Medical Images Multi-Label Recognition Task. - Mengjian Zhang; Guihua Wen; Pei Yang 001; Changjun Wang; Xuhui Huang; Chuyun Chen (IEEE J. Biomed. Health Informatics, 2025)