Pei Yang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 22

Top Topics

Facial Expression Recognition

Theoretical And Empirical Study

Medical Informatics

Domain Adaptation

Top Venues

IEEE Trans. Multim.

Pattern Recognit.

Publications

Dongliang Chen, Guihua Wen, Pengcheng Wen, Pei Yang, Rui Chen, Cheng Li
Cross-Domain Sample Relationship Learning for Facial Expression Recognition. IEEE Trans. Multim. 26 (2024)
Dongliang Chen, Guihua Wen, Huihui Li, Pei Yang, Chuyun Chen, Bao Wang
Multi-geometry embedded transformer for facial expression recognition in videos. Expert Syst. Appl. 249 (2024)
Dongliang Chen, Guihua Wen, Huihui Li, Pei Yang, Chuyun Chen, Bao Wang
CDGT: Constructing diverse graph transformers for emotion recognition from facial videos. Neural Networks 179 (2024)
Qiaonan Li, Guihua Wen, Pei Yang
From patch, sample to domain: Capture geometric structures for few-shot learning. Pattern Recognit. 148 (2024)
Yinru He, Guihua Wen, Pei Yang, Dongliang Chen
Speech Relationship Learning for Cross-Corpus Speech Emotion Recognition. ICASSP (2024)
Yingxue Xu, Guihua Wen, Yang Hu, Pei Yang
Unsupervised Domain Adaptation via Deep Hierarchical Optimal Transport. CoRR (2022)
Yang Hu, Guihua Wen, Adriane Chapman, Pei Yang, Mingnan Luo, Yingxue Xu, Dan Dai, Wendy Hall
Graph-Based Visual-Semantic Entanglement Network for Zero-Shot Image Recognition. IEEE Trans. Multim. 24 (2022)
Qi Tan, Pei Yang, Guihua Wen
Deep non-negative tensor factorization with multi-way EMG data. Neural Comput. Appl. 34 (2) (2022)
Yingxue Xu, Guihua Wen, Pei Yang, Baochao Fan, Yang Hu, Mingnan Luo, Changjun Wang
Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Haozan Liang, Guihua Wen, Yang Hu, Mingnan Luo, Pei Yang, Yingxue Xu
MVANet: Multi-Task Guided Multi-View Attention Network for Chinese Food Recognition. IEEE Trans. Multim. 23 (2021)
Pei Yang, Qi Tan, Jingrui He
Complex heterogeneity learning: A theoretical and empirical study. Pattern Recognit. 107 (2020)
Yang Hu, Guihua Wen, Adriane Chapman, Pei Yang, Mingnan Luo, Yingxue Xu, Dan Dai, Wendy Hall
Semantic Graph-enhanced Visual Network for Zero-shot Learning. CoRR (2020)
Pei Yang, Qi Tan, Jieping Ye, Hanghang Tong, Jingrui He
Deep Multi-Task Learning with Adversarial-and-Cooperative Nets. IJCAI (2019)
Pei Yang, Qi Tan, Hanghang Tong, Jingrui He
Task-Adversarial Co-Generative Nets. KDD (2019)
Pei Yang, Qi Tan, Yada Zhu, Jingrui He
Heterogeneous representation learning with separable structured sparsity regularization. Knowl. Inf. Syst. 55 (3) (2018)
Qi Tan, Pei Yang, Jingrui He
Feature co-shrinking for co-clustering. Pattern Recognit. 77 (2018)
Pei Yang, Qi Tan, Jingrui He
Function-on-Function Regression with Mode-Sparsity Regularization. ACM Trans. Knowl. Discov. Data 12 (3) (2018)
Pei Yang, Qi Tan, Jingrui He
Multi-task Function-on-function Regression with Co-grouping Structured Sparsity. KDD (2017)
Pei Yang, Jingrui He
Functional Regression with Mode-Sparsity Constraint. ICDM (2016)
Pei Yang, Jingrui He
Heterogeneous Representation Learning with Structured Sparsity Regularization. ICDM (2016)
Pei Yang, Hasan Davulcu, Yada Zhu, Jingrui He
A Generalized Hierarchical Multi-Latent Space Model for Heterogeneous Learning. IEEE Trans. Knowl. Data Eng. 28 (12) (2016)
Pei Yang, Hongxia Yang, Haoda Fu, Dawei Zhou, Jieping Ye, Theodoros Lappas, Jingrui He
Jointly Modeling Label and Feature Heterogeneity in Medical Informatics. ACM Trans. Knowl. Discov. Data 10 (4) (2016)
Pei Yang, Jingrui He, Jia-Yu Pan
Learning Complex Rare Categories with Dual Heterogeneity. SDM (2015)
Pei Yang, Jingrui He
Model Multiple Heterogeneity via Hierarchical Multi-Latent Space Learning. KDD (2015)
Pei Yang, Jingrui He
A Graph-Based Hybrid Framework for Modeling Complex Heterogeneity. ICDM (2015)
Pei Yang, Jingrui He, Hongxia Yang, Haoda Fu
Learning from Label and Feature Heterogeneity. ICDM (2014)
Wei Gao, Pei Yang
Democracy is good for ranking: towards multi-view rank learning and adaptation in web search. WSDM (2014)
Qi Tan, Huifang Deng, Pei Yang
Knowledge transfer across different domain data with multiple views. Neural Comput. Appl. 25 (1) (2014)
Pei Yang, Wei Gao
Information-Theoretic Multi-view Domain Adaptation: A Theoretical and Empirical Study. J. Artif. Intell. Res. 49 (2014)
Pei Yang, Wei Gao, Qi Tan, Kam-Fai Wong
A link-bridged topic model for cross-domain document classification. Inf. Process. Manag. 49 (6) (2013)
Pei Yang, Wei Gao
Multi-View Discriminant Transfer Learning. IJCAI (2013)
Pei Yang, Wei Gao, Qi Tan, Kam-Fai Wong
Information-theoretic Multi-view Domain Adaptation. ACL (2) (2012)
Qi Tan, Huifang Deng, Pei Yang
Kernel Mean Matching with a Large Margin. ADMA (2012)
Pei Yang, Qi Tan, Hao Xu, Yehua Ding
An Information-Theoretic Approach for Multi-task Learning. ADMA (2009)
Pei Yang, Qi Tan, Yehua Ding
Bayesian Task-Level Transfer Learning for Non-linear Regression. CSSE (1) (2008)