Publications

  • GenomicsBench: A Benchmark Suite for Genomics [paper] [tutorial] Arun Subramaniyan, Yufeng Gu, Timothy Dunn, Somnath Paul, Md Vasimuddin, Sanchit Misra, David Blaauw, Satish Narayanasamy, and Reetuparna Das International Symposium on Performance Analysis of Systems and Software (ISPASS), IEEE, 2021.

  • Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results [paper] [arxiv] [code] Xiaoxiao Li, Yufeng Gu, Nicha Dvornek, Lawrence Staib, Pamela Ventola, James S. Duncan Medical image analysis 65: 101765. IF = 11.148

  • Boosting Multi-site fMRI Analysis Using Privacy-preserving Federated Learning Xiaoxiao Li, Yufeng Gu, Nicha Dvornek, James S. Duncan Organization for Human Brain Mapping Annual Meeting (OHBM), 2020.

  • Efficient Shapley Explanation for Features Importance Estimation Under Uncertainty Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Yufeng Gu, Pamela Ventola, and James S. Duncan International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), Springer, Cham, 2020. [paper] [code]