Conference Papers

Rethinking Guidance Information to Utilize Unlabeled Samples: A Label Encoding Perspective [Code]

Yulong Zhang ^#, Yuan Yao ^#, Shuhao Chen, Pengrong Jin, Yu Zhang, Jian Jin, Jiangang Lu
Proceedings of the 41th International Conference on Machine Learning (ICML 2024), Vienna, Austria, July. 2024. (CCF A)

Heterogeneous Domain Adaptation via Soft Transfer Network [Code]

Yuan Yao, Yu Zhang, Xutao Li, and Yunming Ye
Proceedings of the 27th ACM International Conference on Multimedia (ACM MM 2019), Nice, France, Oct. 2019. (CCF A)

A Semi-supervised Clustering Method through Bottleneck Distance Exploration

Yuan Yao, Yan Li, Ke Wang, Zhichao Huang, and Yunming Ye
Proceedings of the 9th International Conference on Service Science (ICSS 2016), Chongqing, China, Oct. 2016. (Best Student Paper Award)

Journal Papers

Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network [Code]

Yuan Yao, Xutao Li, Yu Zhang, and Yunming Ye
IEEE Transactions on Neural Networks and Learning Systems, 2021. (CCF B)

Discriminative Distribution Alignment: A Unified Framework for Heterogeneous Domain Adaptation [Code]

Yuan Yao, Yu Zhang, Xutao Li, and Yunming Ye
Pattern Recognition , 2020. (CCF B)

Low Resolution Image Categorization via Heterogeneous Domain Adaptation

Yuan Yao, Xutao Li, Yunming Ye, Feng Liu, Michael K. Ng, Zhichao Huang, and Yu Zhang
Knowledge-Based Systems, 2019. (CCF C)

MLCE: An ensemble of decision cluster crotches for classification of multi-label data

Yuan Yao, Yan Li, Yunming Ye, and Xutao Li
International Journal of Pattern Recognition and Artificial Intelligence, 2021. (CCF C)

Doctoral Thesis

Research on Heterogeneous Transfer Learning (in chinese)

Yuan Yao, 2021