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)

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)

Cross-domain sentiment classification using deep learning approach. - Miao Sun; Qi Tan 001; Runwei Ding; Hong Liu 008 (CCIS, 2014)

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

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)

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

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

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