Tensor vs. Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations. - Anima Anandkumar; Prateek Jain 002; Yang Shi 005; U. N. Niranjan (AISTATS, 2016)

Tensor Contractions with Extended BLAS Kernels on CPU and GPU. - Yang Shi 005; U. N. Niranjan; Animashree Anandkumar; Cris Cecka (HiPC, 2016)

Compact Tensor Pooling for Visual Question Answering. - Yang Shi 005; Tommaso Furlanello; Anima Anandkumar (CoRR, 2017)

Question Type Guided Attention in Visual Question Answering. - Yang Shi 005; Tommaso Furlanello; Sheng Zha; Animashree Anandkumar (ECCV (4), 2018)

Multi-dimensional Tensor Sketch. - Yang Shi 005; Animashree Anandkumar (CoRR, 2019)

Efficient Tensor Operations via Compression and Parallel Computation. - Yang Shi 005 (2019)

Higher-Order Count Sketch: Dimensionality Reduction that Retains Efficient Tensor Operations. - Yang Shi 005; Animashree Anandkumar (DCC, 2020)