Publications

(* indicates equal contribution. )

1. Masked Domain Adaptation (MDA): Lipschitz Regularized Masked Self-supervised Learning for Chest X-ray Domain Adaptation

   • Xu Cao*, Wenqian Ye*, Elena Sizikova, Kenny Moise, Megan Coffee
   • IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023.

2. Uncertainty Estimation in Deterministic Vision Transformer [paper]

   • Wenqian Ye*, Yunsheng Ma*, Xu Cao
   • AAAI Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM-AAAI), 2023. <!–

3. Bird’s-Eye-View Traffic Scene Representation Learning via Channel Masked Autoencoder [paper]

   • Xu Cao, Kun Tang, Zhipeng Cao, Tong Zhou, Erlong Li, Ao Liu, Shengtao Zou, Shuqi Mei, Wenqian Ye*, Yunsheng Ma, Elena Sizikova, Chao Zheng.
   • Under review at The IEEE International Conference on Robotics and Automation (ICRA), 2023. –>

4. Combining FCA-Map with Representation Learning for Aligning Large Biomedical Ontologies [paper]

   • Guoxuan Li, Songmao Zhang, Jiayi Wei, Wenqian Ye
   • International Semantic Web Conference, Workshop on Ontology Matching (ISWC), 2021.

5. Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models [paper]

   • Wenqian Ye, Fei Xu, Yaojia Huang, Cassie Huang, Ji A
   • ArXiv, 2021.