Shen Yan

FairFed: Enabling Group Fairness in Federated Learning

Yahya H. Ezzeldin, Shen Yan, Chaoyang He et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 154 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Improve Unsupervised Domain Adaptation with Mixup Training

Shen Yan, Huan Song, Nanxiang Li et al. · arXiv (Cornell University) · 2020 · 122 citations · Full text

Artificial Intelligence, Few-shot Learning, Engineering +18

Fair Class Balancing: Enhancing Model Fairness without Observing Sensitive Attributes

Shen Yan, Hsien-Te Kao, Emilio Ferrara · 2020 · 92 citations

Engineering, Machine Learning, Discrimination +21

Mitigating Biases in Multimodal Personality Assessment

Shen Yan, Di Huang, Mohammad Soleymani · 2020 · 42 citations

Artificial Intelligence, Engineering, Machine Learning +21

Cropformer: An interpretable deep learning framework for crop genomic prediction

Hao Wang, Shen Yan, Wenxi Wang et al. · Plant Communications · 2024 · 33 citations · Full text