Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu: InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective. ICLR 2021
Xinyun Chen, Wenxiao Wang, Chris Bender, Yiming Ding, Ruoxi Jia, Bo Li, Dawn Song: REFIT: A Unified Watermark Removal Framework For Deep Learning Systems With Limited Data. AsiaCCS 2021: 321-335
Tianhao Wang, Yuheng Zhang, Ruoxi Jia: Improving Robustness to Model Inversion Attacks via Mutual Information Regularization.AAAI 2021: 11666-11673
Jeremy Leipzig , Yasin Bakis , Xiaojun Wang , Mohannad Elhamod , Kelly Diamond , Wasila M. Dahdul , Anuj Karpatne , A. Murat Maga , Paula M. Mabee , Henry L. Bart , Jane Greenberg: Biodiversity Image Quality Metadata Augments Convolutional Neural Network Classification of Fish Species. MTSR 2020: 3-12