Tianyi Liu

Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization

Tuo Zhao, Enlu Zhou, Yan Li, 2021, AISTATS.

GODSAC*: Graph Optimized DSAC* for Robot Relocalization pdf

Alphonsus Adu-Bredu, Tianyi Liu, Noah Del Coro, 2021, ArXiv.

zkCNN: Zero Knowledge Proofs for Convolutional Neural Network Predictions and Accuracy

Tianyi Liu, Yupeng Zhang, Xiang Xie, 2021, IACR Cryptol. ePrint Arch..