Shuai Yang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Supervised Classification

Sample Selection Bias

Domain Adaptation

Structure Learning

Top Venues

Knowl. Based Syst.

Publications

Shuai Yang, Zhen Zhang, Lichuan Gu
Practical Single Domain Generalization via Training-time and Test-time Learning. KDD (2024)
Qianlong Dang, Guanghui Zhang, Ling Wang, Shuai Yang, Tao Zhan
Hybrid IoT Device Selection With Knowledge Transfer for Federated Learning. IEEE Internet Things J. 11 (7) (2024)
Yukun Song, Dayuan Cao, Jiali Miao, Shuai Yang, Kui Yu
Causal Multi-Label Feature Selection in Federated Setting. CoRR (2024)
Shuai Yang, Zhen Zhang, Lichuan Gu
Causality-inspired Domain Expansion network for single domain generalization. Knowl. Based Syst. 301 (2024)
Shuai Yang, Kui Yu, Fuyuan Cao, Lin Liu, Hao Wang, Jiuyong Li
Learning Causal Representations for Robust Domain Adaptation. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Shuai Yang, Xianjie Guo, Kui Yu, Xiaoling Huang, Tingting Jiang, Jin He, Lichuan Gu
Causal Feature Selection in the Presence of Sample Selection Bias. ACM Trans. Intell. Syst. Technol. 14 (5) (2023)
Shuai Yang, Kui Yu, Fuyuan Cao, Hao Wang, Xindong Wu
Dual-Representation-Based Autoencoder for Domain Adaptation. IEEE Trans. Cybern. 52 (8) (2022)
Shuai Yang, Hao Wang, Kui Yu, Fuyuan Cao, Xindong Wu
Towards Efficient Local Causal Structure Learning. IEEE Trans. Big Data 8 (6) (2022)
Wentao Hu, Shuai Yang, Xianjie Guo, Kui Yu
Accelerating Learning Bayesian Network Structures by Reducing Redundant CI Tests. ICBK (2021)
Shuai Yang, Hao Wang, Kui Yu, Fuyuan Cao, Xindong Wu
Towards Efficient Local Causal Structure Learning. CoRR (2021)
Shuai Yang, Hao Wang, Yuhong Zhang, Peipei Li, Yi Zhu, Xuegang Hu
Semi-supervised representation learning via dual autoencoders for domain adaptation. Knowl. Based Syst. 190 (2020)
Shuai Yang, Kui Yu, Fuyuan Cao, Lin Liu, Hao Wang, Jiuyong Li
Learning causal representations for robust domain adaptation. CoRR (2020)
Chaofan Liu, Shuai Yang, Kui Yu
Markov Boundary Learning With Streaming Data for Supervised Classification. IEEE Access 8 (2020)
Shuai Yang, Yuhong Zhang, Hao Wang, Peipei Li, Xuegang Hu
Representation learning via serial robust autoencoder for domain adaptation. Expert Syst. Appl. 160 (2020)
Han Ding, Yuhong Zhang, Shuai Yang, Yaojin Lin
Nonlinear Cross-Domain Feature Representation Learning Method Based on Dual Constraints. ICBK (2019)
Shuai Yang, Yuhong Zhang, Yi Zhu, Pei-Pei Li, Xuegang Hu
Representation learning via serial autoencoders for domain adaptation. Neurocomputing 351 (2019)
Shuai Yang, Yuhong Zhang, Yi Zhu, Han Ding, Xuegang Hu
The ℓ _2, 1 -Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation. ICAIS (2) (2019)
Yuhong Zhang, Shuai Yang, Peipei Li, Xuegang Hu, Hao Wang
Marginalized Stacked Denoising Autoencoder With Adaptive Noise Probability for Cross Domain Classification. IEEE Access 7 (2019)
Shuai Yang, Hao Wang, Yuhong Zhang, Yi Zhu, Peipei Li, Xuegang Hu
Semi-supervised representation learning via dual autoencoders for domain adaptation. CoRR (2019)