Scholar
Zi Yang
Google Scholar ID: EQE26QsAAAAJ
University at Albany, SUNY
Citations & Impact
Citations
218
H-index
9
i10-index
9
Publications
19
Co-authors
0
Contact
No contact links provided.
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published 'CoMERA: Computing-and Memory-Efficient Training via Rank-Adaptive Tensor Optimization' at NeurIPS 2024
- Published 'MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization' at NeurIPS 2024
- Published 'The Multi-Objective Polynomial Optimization' in Mathematics of Operations Research, 2024
- Published 'Diagonal Gaussian Mixture Models and Higher Order Tensor Decompositions' in Numerical Algebra, Control and Optimization, 2024
- Published 'Quantization-aware and tensor-compressed training of transformers for natural language understanding' at Interspeech 2023
- Published 'Hermitian Tensor Decompositions' in SIAM Journal on Matrix Analysis and Applications, 2020
- Multiple collaborative papers published in journals including SIAM, Foundations of Computational Mathematics, and Linear and Multilinear Algebra
- Several manuscripts under review or in preparation, including 'Hardware-Efficient CP Tensor Decomposition via Mixed-Precision Stochastic Gradient Descent' and 'Comq: A backpropagation-free algorithm for post-training quantization'
Co-authors